Tag Archives: Sanders

The Russians are Hacking Us Again

I remember like it was yesterday, the anti Hillary rhetoric flying around during those final weeks of the election. People were making statements that seemed to be based on actual sources, though the sources themselves were not crossing my path. The attitude of those repeating the stories was very similar across the board. Breathless, gut-punch angry, visceral, mean. They were talking almost as though Hillary Clinton had stepped on their baby’s heads. That kind of thing.

And it turns out that this was the Russians. The people doing this were not the Russians. Rather, the Russians, either working for Trump or working in parallel with him (we shall eventually find out) were isolating vulnerable individuals, individual who fit a certain discernible pattern of attributes, and psychologically manipulating them to rage against Hillary.

Looking back, it is now pretty clear that this vitriolic wall of hate, rising up unexpectedly and looking a certain way, was an anomaly. Yes, yes, there was all this Hillary Hate before, but that was from a different demographic, had a different look, and a different feel. This new thing was a different thing, and looking back, one can see it clearly.

And now, it is back. The statements being made that, when you run them down, are not based on reality. The vitriol, almost threatening way it is put. The logical conclusion of the rhetoric being self defeating and damaging to the Democratic Party and progressive idea.

But this time it is about Bernie. I will bet all my bagels and muffins against all your donuts that the Russians are hacking us again, but this time, instead of manipulating Bernie-favoring people to hate bigger and better on Hillary, they are manipulating Hillary supporters to bash Bernie.

It is the same level of vitriol, the same badly sourced accusations, the same direct link between accusation and a final solution of leaving or tearing apart the Democratic party, etc. It appeared in the social networking world instantly, and it is suddenly everywhere. Have you seen it?

I’ll give yo an example. Perez gets up in front of an audience and all the Bernie Bots boo him. That is what is being said. What really happened is that Perez got Bernie to do a talk in a place where Bernie was very popular, to shore up Democratic support, and a lot of Bernie people cheered the heck out of Bernie. There was not moment of booing Perez, though there may have been one moment of mixed hemming and hawing. The actual non-false, real thing that happened is that Perez gave a speech that had the audience cheering and on their feet, then Sanders gave a speech that had the audience cheering and on their feet. If you don’t believe me, you can watch it yourself, below.

But this was converted into a false accusation that Bernie was trying to ruin the Democratic Party. The vitriol is intense. He’s a socialist, run him out. He’s an independent, run him out. He lies all the time. Etc.

The result of this falsehood laced vitriol is to split anti-Republican and anti-Trump forces and to throw the grassroots of the Democratic Party in to chaos.

OK, I do not know that this is Russian Hacking. But it looks exactly like the Russian anti-Hillary hacking. It has the same form, the same technique, some of the same rhetoric, and is exploiting a similar set of vulnerable individuals. If this is not Russian hacking then, indeed, you can have all the muffins and bagels in the land for yourself.

Tom Perez Was Not Booed; that is a pernicious lie

How many Democratic events have you been to? This was a pretty typical one, but slight bit more raucous. There is a heckler yelling something in the beginning, I have no idea what. Hecklers could be paid operatives, or just crazy people, or just people who are not fully in control of themselves.

The so called “booing of Perez,” which was not booing of Perez, happens at just after 6:18. Perez is not on the stage, therefore he is not booed. The speaker asks the audience if they are there to hear about the future of the Democratic Party and the new chair. This is an audience of people who came to hear Sanders. It is a light hearted, fun, charged up rally. If you say to them, “you are here to see ______” where the blank is filled in with anything at all that is not the keynote speaker, they will boo. So, some booed, some cheered, it was pretty ambiguous, and most importantly, UTTERLY MEANINGLESS. It is this moment of alleged but not actual booing of Perez that is among the items being used to bash Bernie and create this unnecessary division.

Now, watch Perz at just after 32:00 . He gives a great speach. He is cheered and loved. there is not Perez hate here.

The people who are being manipulated by this latest round of psychological warfare are unlikely to be convinced that they are wrong. Assuming this is manipulation, the psychology is immune, laced with paranoia and preformed hatred of disagreement. What needs to happen is this: People need to realize that the hacking that happened before can happen again and, probably, is happening again now. The other thing that needs to happen is that the individuals who are doing this hacking, who can’t find their center, their rational self, and slough it off, need to be isolated. Don’t engage, don’t follow, just … well, just do this:

Because that is what your friend’s facebook page looks like.

The reason Hillary Clinton has cinched the nomination

This is an excellent moment to revel in the complexity of life, and argument, and to appreciate the value of the honest conversation.

A candidate is the presumed nominee when she or he obtains the required number of pledged delegates to be at 50% plus a fraction in the total pledged delegate count. This is because a candidate must have a true majority to win the nomination when the delegates are all counted up at the convention, and the pledged delegates are required to cast their lot with the candidate they are pledged to, assuming that candidate exists at the time of the convention.

Hillary Clinton and Donald Trump have not reached that bar. Therefore, neither is the presumed nominee for their party.

But then there are the unpledged delegates. Unpledged delegates can vote for whomever they like at the convention, and therefore, anything can happen. However, it is the practice among unpledged delegates to “endorse” or otherwise show support for a particular candidate. News agencies may use that statement of support to place that unpledged delegate in the column for a particular candidate.

Using this form of math, Trump did not reach a true majority of delegates a couple of weeks ago for two reasons. First, the Republicans have very few truly unpledged delegates. (The Republican and Democratic systems are not parallel or comparable, but the Republicans do have a certain number of delegates who can do what they want when the convention rolls around.) But then, one day, a bunch of unpledged delegates from one of the Dakotas made a statement. They said that they would definitely cast their ballot for Trump in the Convention. This was just enough to put Trump over the top, by adding together the pledged delegates that were pledged to him, and this small number of “unpledged” but now “pledged-ish” delegates.

That is still not clenching the nomination, because even though those Dakota delegates went beyond support or endorsement, to the level of actually promising to vote for Trump, they really still don’t have to vote for him.

But, the press took this as an event, and decided to go with it, and Trump became the actual nominee.

That may seem like a digression in a post about the Democratic primary, but it is relevant because the press has this thing they do where they balance or equalize. Therefore, even though the systems are not truly comparable or parallel, and the event in the Dakotas was actually meaningless, the press did in fact go with the “Trump is the presumed nominee” thing, and therefore, one should expect, even in the absence of a logical underpinning to the argument, the press to do the same in the Democratic party. That is only a small part of the story, but it is part of the story.

I should reiterate that unpledged delegates (in the Democratic party, unofficially called “Super Delegates”) are unpledged even when they pledge. That is a simple fact. But, there are nuances. For example, I know one Super Delegate that on principle will not declare for a candidate until the convention. But I also know that this individual liked Bernie Sanders. I suspect that this means that under some conditions, this delegate would vote for Sanders, but maybe not. I know another Super Delegate who has endorsed Clinton, and another who has endorsed Sanders, publicly. However, I do not assume that either one of them will absolutely vote for that candidate. An endorsement is not a pledge. If Bernie Sanders is found sitting in a hot tub full of fruit jello with the leader of North Korea on a yacht owned by the Koch Brothers, making a deal to trade nuclear warheads, that the delegate that endorsed Sanders will not cast a ballot for Sanders at the convention. But the pledged delegates from the same state will be forced to by the rules. (This is why we have Super Delegates. This is also why we can expect the Republicans to add a higher percentage of unpledged delegates when they rewrite the rules for the next primary season.)

The Dakota delegates, however, did something different. They did not endorse, or show support, but they pledged. However, their pledged is, in fact, legally irrelevant.

And now, we come to 2008. It could be said not too inaccurately that a point in time came during the 2008 nomination battle between now President Obama and Hillary Clinton, when it became apparent that Obama was going to win, the press said so, and Clinton took two days or so off and came back into the ring no longer fighting Obama, but now as part of his tag team.

And, it could be said not too inaccurately that this same moment came in the present election about now. Staring a few days ago, various members of the press began to note that this moment was upon us, and to imply that it would be unfair to Hillary to have given this moment to Obama in 2008, but not give it to Clinton now. I think the belief 48 hours ago might have been that this moment would definitely be on us by the end of the voting process in today’s primaries, but then another thing about the press came into play. The press has to treat everybody and every event like they are all identical blue Smurfs but they also have to do things first, to beat out their rivals, to scoop. In fact, this “moment of clinch” could have been after the Puerto Rico primary, or even earlier. And it was absolutely going to happen after Tuesday. So, AP jumped out of the gate and made it happen Monday, and this is now the True Reality.

So, let us review.

Hillary Clinton is the presumed nominee because she has almost enough pledged delegates plus a gazillion unpledged delegates.

However, part of the impetus for declaring this is that Trump got that courtesy two weeks ago.

But, Trump was the only person running in that race, and Clinton still has an opponent.

Still, numerically, Clinton can’t not get the nomination because she has many hundreds of Super Delegates and Sanders has only a few dozen.

On the other hand, Super Delegates are unpledged. UNpledged. We argue all along that they should not be counted. Then suddenly we count them. Is that fair?

One could say, however, that it is fair. At some point it becomes fair because the numbers become so tilted. If the hundreds of Super Delegates that have endorsed Hillary decided to randomize their preference using a coin biased in favor of Sanders, there would still be more than enough to put Clinton over the top.

It is only fair to Clinton that she gets the same treatment as Obama.

It is only fair to Sanders that she not.

And on and on it goes.

So, is there a good reason that Hillary Clinton is now regarded as the Democratic Party nominee for the office of the President?

Yes.

And no.

A good part of the reason that both answers are valid is because the press has painted themselves into a corner located between a rock and a hard spot and have only a Hobbson’s choice. That is a bad reason. Another reason is fairness. That is a good but not overwhelmingly good reason. There is no reason that the process one year needs to be the same as other years, since presidential election years are so different in so many ways. Another reason is math. While we wish to keep the Super Delegate count separate and let the pledged delegates do their job, at some point the Super Delegates should probably be considered as a factor, if not counted precisely. (See this, “Fixing The Super Delegate Problem,” for an alternative way of doing this whole thing.) That is probably reasonable and fair. If the numbers are big enough. But there is no objective criterion for when the numbers are big enough. So maybe not so fair.

So here is where the honest conversation part comes in. There really is no considered, informed, honest position on this that ignores the complexity and dismisses other opinions out of hand.

I hope you read this post on Tuesday, June 7th, because starting the next day it is not going to matter too much.

Who will win the remaining Democratic primaries?

As you know, I’ve been running a model to predict the outcomes of upcoming Democratic Primary contests. The model has change over time, as described below, but has always been pretty accurate. Here, I present the final, last, ultimate version of the model, covering the final contests coming up in June.

Why predict primaries and caucuses?

Predicting primaries and caucuses is annoying to some people. Why not just let people vote? Polls predict primaries and caucuses, and people get annoyed at polls.

But there are good reasons to make these predictions. Campaign managers might want to have some idea of what to expect, in order to better deploy resources, or to control expectations. But why would a voter who is not involved in a campaign care?

I had a very particular reason for working on this project, of predicting primaries and, ultimately, the course of the Democratic race for the Democratic nomination as a whole. When this campaign started, there were several candidates, and they all had positive and negative features. Very early in the process, all but two candidates dropped out, and I found myself liking both of them, though for different reason. I would have been happy supporting either Hillary Clinton or Bernie Sanders.

Personally I believe that it is good to vote, during a primary, for the person you like best in direct comparison among the other candidates. But at some point, it may be wise to support the one you feel is most likely to win. There are two closely related reasons to do this, and I think most observers of the current campaign can easily understand them. One is to help build momentum for the candidate that is going to win anyway. The other is to limit the damage that is inevitable during a primary campaign as the candidates fight it out.

So, early on in the process, I decided to see if I could produce a reliable method to predict the final outcome of the primary process, in order to know if and when I should get behind one of the candidates. That is the main reason I did this. In order for this method to meet this and other goals, it had to be more accurate than polls.

There are other reasons. One is that it is fun. I’ve been doing this in primaries and general election campaigns for quite a few elections. I like data, I like analyzing data, I like politics, I like trying to understand what is going on in a given political scenario. So, obviously, I’m going to do this.

Another reason is to test the idea that the voters are changing their minds over time. In order to do this one might use all the primaries and caucuses to date to predict future primaries and caucuses, and then, if the predictions go out of whack, you can probably figure that something new is going on. This relates to overall feelings among the electorate as sampled by each state, but it also relates specifically to ideas about why a particular state reacted to the campaigns the way it did.

An example of this came up recently when Bernie Sanders won in West Virginia. My model had predicted a Sanders win there, and the actual vote count was very close to the prediction. Since that prediction was based on voter behavior across the country to date, I was confident that nothing unusual happened in West Virginia. But, something unusual should have happened there, according to some conceptions of this campaign.

The economy of West Virginia is based largely on coal mining, and there are lot of Democrats there. (Democrats in local elections; they tend to vote for Republicans in the general.) So, it was thought that the voters would pick a candidate based on a perceived position on climate change and coal. Clinton went so far as to pander to the West Virginians with a rather mealy mouthed comment about how we could still keep mining coal as long as we figured out a way to have it not harm the environment. That was the Clinton campaign doing something about the coal mining vote. Others thought that a Sanders win there would indicate that he somehow managed to get a strong climate change message across to coal miners. That idea is a bit weak because when it comes down to it, Clinton and Sanders are not different enough on climate change to be distinguished by most voters, let alone coal supporting voters. In any event, the win there by Sanders was touted as a special case of a certain candidate bringing a certain message to certain voters. But, he then lost in the next coal mining state over, Kentucky, and in both states the percentage of voters that picked Clinton and Sanders was almost exactly what my model predicted, and that model was not based on climate change, coal, or perceptions or strategies related to these things, but rather, on what voters had been doing all along.

So, nothing interesting actually happened in West Virginia. Or, two interesting things happened that cancelled each other out perfectly. Which is not likely.

In short, the closeness of my model to actual results, and the lack of significant outliers in the overall pattern (see below), seems to indicate that the voters have been behaving the same way during the entire primary season, by and large. This is a bit surprising when considered in light of the assumption that Sanders would take some time to get his message across, and pick up steam (or, I suppose, drive people over to Clinton) over time. That did not happen. Democratic voters became aware of Sanders and what he represents right away, and probably already had a sense of Clinton, and that has not changed measurably since Iowa.

How does this model work?

For the first few weeks of this campaign I used one model, then switched to an entirely different one. Then I stuck with the second model until now, but with a major refinement that I introduce today. The reason for using different models has to do with the availability of data.

All the models use the same basic assumption. Simply put, what happened will continue to happen. This is why I sometimes refer to this approach a a “status quo model.” I don’t use polling data at all, but rather, I assume that whatever voters were doing in states already done, their compatriots will do in states not yet done. But, I also break the voters down into major ethnic groups based on census data. So, for each state, I have data dividing the voting populous into White, Black, Hispanic and Asian. These racial categories are, of course, bogus in many ways (click on the “race and racism” category in the sidebar if you want to explore that). But as far as American voters go, these categories tend to be meaningful.

The fist version of the model used exit polling (ok, so I did use that kind of polling for a while) to estimate the percentage of black voters who would prefer Sanders vs. Clinton. I used the simple fact that in non-favorite son states that were nearly all white Clinton and Sanders essentially tied to estimate the ratio of preferences for white votes at about even. I ignored Hispanic and Asian voters because the data were unavailable or unclear.

This model simply simulated voters’ behavior (in the simplest way, no randomization or multiple iterations or anything like that). I also used some guesses (sort of based on data) of the ethnic mix for Democrats specifically in so doing. That somewhat clumsy model worked well for the first several primaries, but then, after Super Tuesday there were (sort of) enough data points to use a different, superior method.

This method simply regressed the outcome of the primary (in terms of one candidate’s percentage of the vote) against the available ethnic variables by state. Early on, the percentage of Hispanic or Asian did not factor in as meaningful at all, and White and Black together or White on its own did not work too well. What gave the best results was simply the precent of African Americans per state.

“Best results,” by the way, is simply measured as the r-squared value of the regression analysis, which can be thought of as the percentage of variation (in voting) explained by variation in the independent variable(s) of ethnicity.

Primaries vs. Caucuses and Open vs. Closed

Many things have been said about how each of the two candidates do in various kinds of contests. We heard many say that Sanders does better in Caucuses, or that Clinton does better in closed primaries. During the middle of the primary season, I tested that idea and found it wanting. Yes, Sanders does well in caucuses, but the ethnic model predicts Sanders’ performance much better than the caucus-no caucus difference. It turns out that caucusing is a white people thing. There are no high diversity states where caucusing happens. It is not the caucus, but rather the Caucasian, that gives Sanders the edge.

This graph shows how Sanders vs. Clinton over-performed in caucuses vs. primaries.

Caucus_vs_Primaries_Clinton_vs_Sanders

The value plotted is the residual of each contest in relation to the model, or how far off a theoretical straight line approximating the pattern of results each contest was. Two things are apparent. One is that caucuses are less predictable than primaries. The other is that while Sanders did over-perform in several caucuses, this was not a fixed pattern.

This graph shows the residuals divided on the basis of whether the contest was open (so people could switch parties, or engage as an independent) vs closed (more restricted).

Open_vs_Closed_Primaries_Caucuses

Open contests were more variable than closed contests, but it is not clear that either candidate did generally better in one or the other.

After many primaries and caucuses were finished, there became enough data to use the kind of contest as a factor in conducting the regression analysis. There are a lot of ways to do this, but I chose the simplified brute force method because it actually gives cleaner, and more understandable, results.

I simply divided the sample into the kind of contest, and then ran a multivariable regression analysis with each group, with the percent of Sanders plus Clinton votes cast for Clinton as the dependent variable, and the percentage of each of the four ethnic categories as the independent variables. There are some combinations of caucus-primary and open-closed/semi-open/semi-closed that are too infrequent to allow this. For those contests, I simply developed a regression model based on all the data to use to make a prediction in each of those states. The results, shown below, use this method of developing the most accurate possible model.

How does this sort of model actually make a prediction?

The actual method is simple, and most of you either know this or don’t care, but for those who would like a refresher or do care…

The regression model, using multiple variables, produces a series of coefficients and an intercept. You will remember from High School algebra that the formula for a line is

Y = mX + b

X is the independent variable, along the x axis, and Y is what you are trying to predict. m is the slope of the line (a higher positive number is a steeply upward sloping line, for example) and b is the point where the line crosses the Y axis.

For multiple variables, the formula looks like this:

Y = m1(X1) + m2(X2) + … mn(Xn) + b

Here, each coefficient (m1, m2, up to mn) is a different number that you multiply by each corresponding variable (percent White, Black, etc.) and then you add on the intercept value (b). So, the regression gives the “m’s” and the ethnic data gives the “X’s” and you don’t forget the “b” and you can calculate Y (percent of voters casting a vote for Clinton) for any given state.

So, enough already, who is going to win what primary when?

Not so fast, I have more to say about my wonderful model.

How have the public opinion polls done in predicting the contests?

Everybody hates polls, but like train wrecks, you can’t look away from them.

Actually, I love polls, because they are data, and they are data about what people are thinking. The idea that polls are inaccurate, misleading, or otherwise bogus is an unsubstantiated and generally false meme. Naturally, there are bad polls, biased polls, and so on, but for the most part polls are carried out by professionals who know what they are doing, and I promise that those professionals are aware of the things you feel make polls wrong, such as the shift from landlines to cell phones.

Anyway, polls can be expected to be reasonable predictors of election outcomes, but just how good are they?

Looking at a number of races today, excluding only a few because there were no polls, I got the Real Clear Politics web site averages for polls across the states, transformed those numbers to get a percentage of the Sanders + Clinton vote that went to Clinton, and plotted that with the similarly transformed data from the actual primaries and caucuses. The r-squared value is 0.52443, which is not terrible, and the graphic shows that there is a clear correlation between the two numbers, though the spread is rather messy.

How_Good_Are_Polls_2016_Democratic_Primary

The ethnic status quo model outperformed polls

My model is actually many models, as mentioned. I have a separate regression model for each of several kinds of primary, including Closed Caucuses, Closed Primaries, Semi-Closed Primaries, and Open primaries. I did not create separate models for the much rarer Semi-Open Primary, Semi-Open Caucus or Open Caucus style contests, as each of these categories had only one or a few states. Rather, the model used to calculate values for these states is derived from all the data, so addressing specific quirkiness of each kind of contest is sacrificed for large sample size.

I also generated models that included White, Black, Hispanic, and Asian; each of these separately; and various combinations of them. As noted above, the best single predictor was Black. Hispanic and Asian were very poor predictors. White was OK but not as good as Black. But, combining all the variables worked best. That is not what usually happens when throwing together variables. It is more like mixing water colors, you end up with muddy grayish brown most of the time. But this worked because, I think, diversity matters but in different ways when it comes in different flavors.

When the total data set was analyzed with the all-ethnicity model, that worked well. But when the major categories of contest type was analyzed with the all-ethnicity model, some of the data really popped, producing some very nice r-squared values. Closed caucuses can not be predicted well at all (r-squared = 0.2577) while Open Caucuses perform very well (over 0.90, but there are only a few). The most helpful and useful results, though, were for the closed primary, open primary, and Semi=closed primary, which had R-squared values of 0.69, 0.61, and 0.74, respectively.

What this means is that the percentage of the major ethnic groups across states, which varies, explains between about 61 and 74% of the variation in what percentage of voters or caucusers chose Clinton vs. Sanders.

Polls did not do as well, “explaining” only about half the variation.

So, the following graph is based on all that. This is a composite of the several different models (same basic model recalculate separately for some of the major categories of contest), using nominal ethnic categories. The model retrodicts, in this case, the percentage of the vote that would be given to Clinton across races. Notice that this works very well. The few outliers both above and below the line are mainly caucuses, but the are also mainly smaller states, which may be a factor.

Laden_Model_Performance_Democratic_Primary_2016_May

Who will win the California, New Jersey, Montana, New Mexico, North Dakota, South Dakota, and D.C. primaries?

Clinton will win the California, New Jersey, New Mexico and D.C. Primaries. Sanders will win the Montana, North Dakota, and South Dakota primaries. According to this model.

The distribution of votes and delegates will be as shown here:

Democratic_Primary_California_New_Jersey_Others_Winners

This will leave Sanders 576 pledged delegates short of a lock on the convention, and Clinton 212 pledged delegates short of a lock on the convention. If Super Delegates do what Sanders has asked them to do, to respect the will of the voters in their own states, then the final count will be Sanders with 2131 delegates, and Clinton with 2560 delegates. Clinton would then have enough delegates to take the nomination on the first ballot.

In the end, Clinton will win the nomination on the first ballot, and she will win it with more delegates than Obama did in 2008, most likely.

West Virginia Democratic Primary UPDATED

I’ll combine my post predicting the outcome of today’s Democratic Primary in West Virginia, and my post giving and discussing the results, here.

My prediction is on this table, on the left side of the line, and the actual results on the right side, for the last several primaries.

Screen Shot 2016-05-11 at 2.12.13 PM

Every state is special, and some are more special than others. West Virginia has 29 pledged delegates, but not all of them were assigned today. I assume they will be assigned later. Thus, the slight difference in numbers between what I predicted and what happened.

A key message here is this. Clinton and Sanders did exactly as well in the West Virginia primary as my model predicted, and that has been very close to exactly true for most primary races all along.

There is something important about this likely win that I want to point out.

According to many (but not all) of those pushing the candidates on climate change, Sanders is THE man when it comes to climate, and Clinton will be throwing the planet under the bus the moment she is elected. The degree of contrast between Sanders and Clinton in the minds of many leading climate activists is an overstatement, and highly inaccurate. Both candidates have stated that we need to come to the point where we keep the fossil Carbon in the ground, but Sanders is the only candidate who has come out with a weakened version of this, where we only try to attain 80% non-fossil fuel use by the middle of the century. Sanders wants to make fracking illegal, which he is unlikely to be able to do, while Clinton wants to regulate it into near nothingness, which could be achieved in a year or so. On the other hand, Clinton did say to a coal miner the other day that we have to find a way to keep mining coal as long as it does not add CO2 to the atmosphere. Sure, let’s do that! But first, we’ll have to change physics, because we GET energy from releasing fossil Carbon, but we have to USE energy to re-attach the Carbon to something solid.

In other words, neither candidate is where they need to be on climate change, and we will have to work to make that situation change. But, if you ask most people, they will probably tell you that Sanders is the climate change guy, and Clinton not so much. But we also know that addressing Climate Change means, essentially, shutting down the main industry in West Virginia, which is coal mining.

So why is Sanders beating Clinton in West Virginia?

I’ll put the results of the primary below later this evening or tomorrow morning. I’ll be busy during the time the returns are coming in, visiting with my friend Emo Phillips, but I’ll update the post at a later time.

Climate Or Bust: Sanders and Clinton Should Step Up Now

This is a guest posts by Claire Cohen Cortright.

Claire Cohen Cortright is a mother, climate activist, and biology teacher living in upstate New York. She

is an active member of Citizens Climate Lobby and moderator at Global Warming Fact of the Day.


It is time, now, for climate activists to get vocal.

As it becomes more clear that Hillary Clinton will be the Democratic Party’s nominee for President, there is increasing talk about the importance of unifying the party. Negotiations are on the horizon … for Vice President and for the Party’s policy platforms.

Now, we must be sure climate change and carbon cutting policy are part of those negotiations.

Consider, for a moment, as Bernie Sanders begins to make demands in exchange for his support, what he will insist upon. What are the key policies will he insist be incorporated into the Democratic Party platform?

His campaign’s latest email provides a likely answer to this question:

“What remains in front of us is a very narrow path to the nomination. In the weeks to come we will be competing in a series of states that are very favorable to us – including California. Just like after March 15 – when we won 8 of the next 9 contests – we are building tremendous momentum going into the convention. That is the reality of where we are right now, and why we are going to fight for every delegate and every vote. It is why I am going to continue to speak to voters in every state about the very important issues facing our country. Our country cannot afford to stop fighting for a $15 minimum wage, to overturn Citizens United, or to get universal health care for every man, woman, and child in America.” (Emphasis mine).

Notice what is missing?

The single most important issue of our day. The single biggest threat to national security.

Climate change.

Climate activists have been insisting that climate change be made the top level priority for all campaigns and all elected officials. It is possible that this activism has failed to varying degrees with respect to both the Sanders and Clinton campaigns. That means it comes down to us to insist that meaningful carbon cuts are at the top of the platform.

Hillary Clinton critics are right. Hillary has wrongly called gas a bridge fuel. She absolutely needs to be pushed to make it her goal, and that of the Democratic Party, to END the use of gas and all other fossil fuels. She has good solid plans to regulate fracking. Those policies will drive up the cost of gas and therefore send price signals that, in the absence of a price on carbon, will drive us toward other sources of energy. But it is essential that we have the stated goal of ending gas. That will set the stage for the essential conversations about how we will replace that gas without turning off the lights and heat. Efficiency, lifestyle changes, renewables, and, yes, nuclear.

Bernie Sanders’ stated policy is allow nuclear plant licenses to lapse. If nuclear plants close now, they are likely to be replaced with gas. He has said that he isn’t closing the plants now, just allowing for them to close by attrition. However, the reality is that nuclear plants are already closing now, before their licenses lapse, because electricity is so cheap that regular maintenance is economically unfeasible. Part of that calculation is lifetime return. If you know you won’t be relicensed in 2025, it is all the more reason not to do 2017’s maintenance and instead close down. And once a nuclear plant is mothballed, it’s done. You can’t just refurbish and turn it back on, like you can with gas and coal. Unfortunately, there is little political will to take on the nuclear issue within the party at this point. Maybe that means we can simply accept Hillary’s approach to leave nuclear alone. Perhaps her political calculation on nuclear was simply on target.

Perhaps the one thing all climate activists can agree to demand in these negotiations is a carbon tax. Hillary Clinton has had, for many months, a vague, buried reference to carbon markets in her policy platform.* People have made little mention of it, simply saying she doesn’t support carbon taxes. Why not highlight that she seems to support carbon pricing, insist that she become more vocal about it, and push her to explain why she is supporting cap and trade over taxes? As that conversation unfolds, she will be forced to address the distinctions, and, at the same time, the electorate will become more knowledgeable about carbon pricing. At the end of the day, the party platform may end up with a clear carbon price plan.

Whatever climate policies end up in the Democratic Party Platform, it is clear that climate activists must put aside the horse race between Clinton and Sanders and remember that neither of them go far enough. Neither is prepared to get to zero emissions by 2050. Neither sees climate as the single most important issue to address.

It is time for climate voters and climate activists to demand that the Democratic Party serve up more than fiery rhetoric from Sanders and more than visionless bridge fuels from Clinton.

It is time to demand the best from each of them and ensure they don’t simply offer up their worst on climate.


*Here is her vague buried reference to clean energy markets:

“Clean Power Markets: Build on the momentum created by the Clean Power Plan, which sets the first national limits on carbon pollution from the energy sector, and regional emissions trading schemes in Canada, Mexico, and the United States to drive low carbon power generation across the continent, modernize our interconnected electrical grid, and ensure that national carbon policies take advantage of integrated markets.” source

“Southern” Voters Prefer Clinton, Others Mixed

How does the “southernness” of a state affect the Democratic Primary?

Clinton has been doing well in “The South.” Of course, defining what “The South” is is pretty tricky. I divided up the states by “Deep South” vs. Other, so all the usual orginal deep south states count as “southern” except Florida. You know what they say about Florida. “The farther south you go, the farther north you get.” Also, Texas is not deep south in the traditional sense.

Using this rough division, Clinton wins all the time in the “Deep South” and Sanders wins some and loses some in the other states, as shown in this handy dandy graphic:

SouthernVsNotSouthernStatesandDemocraticPrimary2016

This is good news for Sanders, because the three big states coming up are New York, Pennsylvania, and California, and they are not in the deep south. Of the remaining states, only Kentucky is southern. So, this biases future primaries, given this one variable, towards Sanders.

Being “deep south” vs. not is in and of itself a bit of a meta-variable, associated with other factors with in the Democratic Party, mainly ethnicity.

Democratic Primary and Size of State

When either candidate wins a state, that candidate’s supporters celebrate and underscore the significance of that win. The other candidate’s supporters generally proceed to explain how it was not a significant win, or in some cases, come up with conspiracy theories about how the election was stolen.

So, here is an interesting question: Does one candidate or another, between Hillary Clinton and Bernie Sanders, tend to win bigger states more, or smaller states more? This is important because next Tuesday is the New York Primary, and New York is huge. Of course, state size is not the only factor, and indeed, state size is probably related to a lot of other factors that may be more directly related. Still, it may be interesting to see what this all means.

Some of the largest states are in the future (New York, Pennsylvania, and California). The largest states, on average, are ahead with a very sightly higher median, and a more impressively larger mean. Here are the stats:

Screen Shot 2016-04-15 at 9.46.40 AM

And here is a histogram, showing the size distribution of states (delegate count) so far and not yet voting in this primary season:

Screen Shot 2016-04-15 at 9.39.43 AM

Large states matter more, numerically. If a candidate has a very small bias towards winning big states, but the two candidates otherwise split the wins, the candidate with the bias wins. More concretely, imagine each candidate wins or loses by 10%, and the distribution of wins and losses is exactly even for both candidates, but one candidate wins the largest three states and the other candidate wins the smallest three states, then a very substantial gap will result between the candidates. In a winner take all scenario, in this race, with Clinton winning the largest states and Sanders winning the smaller states, this would result in a final pledged delegate count of about 1406 for Sanders and 2306 for Clinton!

So, does one candidate win more in large states? Yes. Here is state size (as number of pledged delegates) against the percent difference between the candidates with Clinton upward on the graph, Sanders downward on the graph.

DemocraticPrimaryResults_BySizeOfState

Clinton won, so far, the four biggest states and the fifth biggest state was a near tie. (Clinton also won more small states, but the effect of large states is greater, as noted).

Does this, by itself, mean that Clinton is going to win New York and California? No, of course not. This is just one factor, and as noted, probably relates or correlates to other factors such as diversity, various kinds of activism, overall political gestalt in the state, and so on.

Democratic Primary: 2008 vs. 2016 Delegate Math

There is some discussion about Bernie Sanders’ strategy for winning the nomination despite being significantly behind in the pledged delegate count. Most of this discussion is nearly worthless because those engaged in it (talking and listening) are, or seem, poorly informed about how the system actually works. So I thought this would be a good time to look at some of the numbers.

First, some context.

The primary process is not Constitutionally democratic. There is no legal requirement that a party nominate someone based on any sort of voting process. But, over the last several decades this has become normal. Having said that, it is also a vetting process. The reason primaries are held over a long course of time is not because no one can figure out how to get all the party’s participants to vote on the same day. Rather, it is a long and drawn out contest in which the different candidates make their respective arguments using various venues, and as this process happens, party participants vote, in groups, for one or the other. It is like a boxing match. There are several rounds and we see how the candidates do over time.

This varies across states (and between the parties, and across time), but the ways in which party participants express their opinions are myriad. There are two ends of a wide spectrum. One is to simply ask people who claim, or demonstrate (depending on state) that they are with, a member of, or associated with a particular political party which candidate they prefer, in a polling process that looks just like an election. That is a primary. At the other end of the spectrum, people gather in public spaces and go through a formalized ritual involving holding up signs, standing on furniture, yelling and wildly gesticulating, and moving around the room, and often electing or choosing a subset of individuals to represent the views of the larger number in that room. Then, usually, they do it again at a later date in a different room. Sometimes a few times. That is sometimes correctly referred to as a caucus.

But a primary and a caucus are not two distinct things. Many contests are somewhere in between. In Iowa, it goes much as I just described. In Minnesota, where we have a caucus system, it doesn’t work that way at all and is much more like a primary where people simply vote.

Party members and operatives may prefer the caucus system because it gets people involved, and also, exposes and allows discussion on a wider range of issues. A party can, and often does, define itself on the basis of issues, and without a caucus system, the issues are defined by a very small number of individuals, often not even directly involved with the party. For example, for the Republican Party, the issues are mostly defined by radio shock jocks like Rush Limbaugh and the Fox News network commentators.

But a caucus system may have the effect of limiting participation, excluding those who can’t make the caucus schedule, for whom an absentee ballot is the only way to vote, etc. That is an argument for dropping the caucus and using primaries instead. But, of course, the counter argument to that is that the caucus invites real, meaningful participation. Which sounds great in theory, until you go to a caucus and notice that only a few people are actually meaningfully participating. But, at least, someone is somewhat meaningfully participating.

There are many other things going on that matter. For example, are you under the impression that people who might participate in a primary or caucus are registered in a particular political party? And, if you are registered in a certain party, you have to change your registration to participate in a different party’s process? Well, that may be true for you, but it depends on which state you live in. For example, in Minnesota, you can’t register in a party. We simply do not do that here. Yet, in Minnesota, you must be with the party to participate. You sign off on a general agreement with the party’s principles, and you agree to participate in only one party’s activities in a given caucus cycle. Yet you don’t register. If this seems odd or even impossible, perhaps you live in New York State or some other place where one formally registers.

The different versions of “party membership” leads to a great difference in what can happen during the primary process. The following pertain.

When you go to vote or caucus,

1) Do all the people go to the same building, regardless of political party? (In some states, yes, in other states, no.)

2) Once you get there, do you have to vote or caucus in the party that you are already registered in, or can you chose at the last second?

3) If you are not registered, or if (as in some cases can happen) you are “registered as an independent”, are you excluded from participating in a particular party’s contest, or not?

4) Is your primary or caucus also the day on which actual constitutional candidates or issues are on a ballot — the official government run ballot, not the party ballot — or is this just a party thing? (Some states often do this, some states never do this, and it affects who shows up.)

4) How does “open” vs. “closed” (able or not able to switch at the moment of the primary) relate to “primary” vs. “caucus” in your state?

We often see it remarked that Sanders does better in caucus states, or in open states, etc. etc. This might be partly true, but given that the following kinds of contests theoretically exist, it is a great oversimplification.

  • Registered, same building, open system, primary
  • Not Registered, same building, open system, primary
  • Registered, different building, open system, primary
  • Not Registered different building, open system, primary
  • Registered, same building, closed system, primary
  • Not Registered, same building, closed system, primary
  • Registered, different building, closed system, primary
  • Not Registered different building, closed system, primary
  • Registered, same building, open system, true caucus
  • Not Registered, same building, open system, true caucus
  • Registered, different building, open system, true caucus
  • Not Registered different building, open system, true caucus
  • Registered, same building, closed system, true caucus
  • Not Registered, same building, closed system, true caucus
  • Registered, different building, closed system, true caucus
  • Not Registered different building, closed system, true caucus
  • Registered, same building, open system, preference ballot within caucus
  • Not Registered, same building, open system, preference ballot within caucus
  • Registered, different building, open system, preference ballot within caucus
  • Not Registered different building, open system, preference ballot within caucus
  • Registered, same building, closed system, preference ballot within caucus
  • Not Registered, same building, closed system, preference ballot within caucus
  • Registered, different building, closed system, preference ballot within caucus
  • Not Registered different building, closed system, preference ballot within caucus
  • I quickly add that not all these combinations exist, but many do, and even this accounting does not fully reflect all of the actual variation. For example, the exact ways that state-wide pledged delegates are allocated also varies across states, and that variation adds even more complexity. And, two different states may have different ways of allocating delegates, but whether or not the campaigns engage in these methods varies from year to year. For example, in Nevada this year, the Sanders campaign engaged in a ground game to capture more support after the caucus system passed through its first phase, but in Minnesota, as far as I know, neither campaign bothered. That was probably not a strategic difference, but rather, a reaction to the fact that allocation works ever so slightly differently in each of these two caucus states.

    There is a reason that political experts like Rachel Maddow have highly specialized lawyers to give overviews of this sort of thing when they want to try to get it right!

    Then there is the issue of pledged vs. unpledged delegates.

    The following commonly held beliefs are incorrect about this issue.

    1) “Superdelegates” exist only in the Democratic party. Not true.

    2) “Superdelegates” declare which candidate they will vote for prior to the convention, and thus, can be counted as part of that candidate’s vote total. Not true.

    3) “Superdelegates” are members of the party elite who are not responsible to the citizens or voters. Not true.

    4) “Superdelegates” destroy democracy and ruin everything for everybody. Not true. Maybe a little true.

    5) There is no reason to have “Superdelegates” other than for the party elite to control the outcome of a primary. Mostly not true.

    Superdelegates (an unofficial term for unpledged delegates) exist because of the 1968 and 1972 Democratic Party Conventions. In 1968 all hell broke loose, and one of the problems was the perception that the nomination was mainly the product of back room politics. So a fully democratic process was deployed for 1972. But in that years, the Republicans played dirty tricks (remember Watergate?) on the Democrats and messed up the process. So, it was decided that a certain number of delegates should be responsible and involved individuals who were held accountable by the fact that they were elected to their jobs (either as constitutional officers or party officers) or otherwise potentially held in esteem or contempt based on their behavior, and that these delegates would not be pledged as part of the primary and caucus process. They would be the control rods available to fix things when things broke because of murder, dirty tricks, scandal, or any unforeseen event.

    Superdelegates do not pledge for a candidate, but they are people, and more to the point, they are politicians. And Americans with First Amendment rights. So, it is easy to understand how many would want to endorse a particular candidate for the party’s nomination, and one could argue that there is no reason to stop them from doing it, and there is no legal way to stop them. Having said that, many Superdelegates choose to not endorse, because they feel, as many do, that their role as the adult in the room when things go sideways is compromised by any such endorsement.

    The point is, when the process eventually moves to the convention, we should expect Superdelegates to do the right thing, but we can’t expect that everybody’s version of the right thing is the same. Should a Superdelegate vote in favor of the candidate that won their state? (Not all Superdelegates represent states, some are at large, but this would work for many.) Should a Superdelegate vote in favor on the candidate that is ahead nationally, regardless of how that candidate did in that delegate’s state? If Candidate A is ahead but was recently photographed sitting in a hot tub full of fruit jello with the Primier of North Korea and recorded making a deal for nuclear weapons, perhaps a Superdelegate may decide to switch allegiance to Candidate B. If a candidate does so much better during the last half of the primary process than the other candidate, does this indicate that this candidate is the people’s choice, even if the people who voted during the first half of the election aren’t really being asked? What if national polling indicates that everybody in the party has shifted preference from the winning candidate to the candidate that is behind, for some reason or another? Would these conditions mean that the right thing to do is to support the second (or third) place candidate?

    And, when it is all said and done, and a given Superdelegate has made a decision that is at odds with the constituency of the home state or district for that delegate, will people remember that it is their job in our great democracy to exact vengeance and hold that delegate’s fee to the fire next chance they get?

    OK, now back to Sanders’ strategy and the numbers. One of the things we hear today is how Hillary Clinton lost and Barack Obama won in 2008, even though it was assumed that Clinton would win. Also, at some point, Clinton threw in the towel and urged support for Obama. This year, it looks like Clinton is going to win the nomination, and Sanders is not, so at what point does Sanders support Clinton?

    What Sanders should do, of course, is to keep his campaign running fully until the convention, though he could bow out sooner if he chooses. If, for example, he comes in second in New York and, especially, if Clinton picks up a lot of delegates there, one could not fault Sanders for shifting his support from himself to his opponent. At the same time, one can not fault him for choosing to not do that.

    It has been suggested, vaguely by the Sanders campaign and interpreted by the press, that Sanders’ strategy at this point is shifting from winning the pledged delegate count to getting the Superdelegates to support him, thus giving him a win on the first ballot at the Convention. Short of this, he could get a sufficiently large subset of the Superdelegates to support him, forcing Clinton to not win on the first ballot.

    After the first ballot, the pledged delegates are more or less free to vote for whom they want (though it may not be that simple and can vary by state, and there are rules that don’t exist yet pertaining to this). So if, for example, it is true (though there is no credible evidence of this) that Democrats across the nation have shifted their preference towards Sanders, even if they voted or caucused previously for Clinton, then Sanders might do well on the second ballot.

    So now we come to some interesting numbers.

    Each primary season is different, in terms of ordering of states, total delegates, total needed to secure a nomination, etc. etc. I looked at the Obama-Clinton race and found the moment where the total number of pledged delegates fought over was roughly at the point we are now in the Clinton-Sanders race. At that point in time, Obama had 1159 pledged delegates, and Clinton had 1059 pledged delegates, for a spread of 100 delegates.

    At this point in the process, measured as stated, this year, Clinton has 1255 delegates and Sanders has 1012 delegates, for a spread of 243.

    (These numbers are no perfectly matched because there is no way to do that for obvious reasons.)

    Putting this another way, at this point in the process, Hillary Clinton is significantly more ahead of Bernie Sanders than Barack Obama was ahead of Hillary Clinton eight years ago.

    I hasten to remind you that these numbers do not include the unpledged Superdelegates.

    There are two reasons these numbers are important. First, this spread is large enough to argue against Superdelegates going into the convention with a shifted alliance towards Sanders in order to act as a control rod on a very close and dynamic race. That argument could weaken if Sanders does exceedingly well in New York, of course. The second reason is that the number of Superdelegates that would have to be convinced to make this move would be very large, probably beyond what is possible.

    19% of Sanders supporters would throw Clinton under the bus

    A new poll (March 24th) by Monmouth University says, “Among Democrats who support Bernie Sanders for their party’s nomination, 78% say they would vote for Clinton over Trump in November, while 12% would actually vote for Trump and 7% would not vote at all.”

    The Republicans have a similar problem, where “two-thirds (68%) of voters who back Ted Cruz for the GOP nomination say they would vote for Trump in November, while 13% would vote for Clinton and 10% would not vote. Among Republicans who back John Kasich, just 50% would vote for Trump and 19% would vote for Clinton, with 22% saying they would sit out the general election.”

    It is still early to attribute much meaning to such polls, but the question of the “Bernie or Bust factor has been raised, with those who don’t like to think it may be true demanding evidence, those who fear it is true somewhat exaggerating its effect.

    <

    h2>Clinton would beat Trump

    According to the same poll, “[i]n a hypothetical head-to-head race, Clinton has a putative 10 point lead – 48% to 38% for Trump. While Clinton gets the support of 89% of self described Democrats – a fairly typical partisan support level at this stage of the race – Trump can only claim the support of 73% of Republicans.”

    Clinton would also beat Cruz, but Kasich would beat Clinton.

    It is still early to attribute much meaning to such polls, but the question of the “Bernie or Bust factor has been raised, with those who don’t like to think it may be true demanding evidence, those who fear it is true somewhat exaggerating its effect.

    Hat Tip: Doug Alder.

    March 15th Democratic Primary Results: What does it mean?

    I’m starting this post before any primary results are in, and I’ll add the outcome of the primaries below, where I will also compare the results to my predictions and discuss what I think this means for the overall process of the Democratic primaries. But first, I wanted to get some thoughts down to contextualize my thinking on this. I’ll publish this post now, at mid-day Tuesday, so look for an update late Tuesday night, or early Wednesday.

    I like Hillary Clinton, and I often think that her presidency would be better than a Sanders presidency, with an inaugural in 2017. This is based on Hillary Clinton’s qualifications, as well as the real politick we face right now. I appreciate her life long service to liberal causes, and recognize that long before Obamacare, there was Hillarycare, and I appreciate her work on education, racial equality, family issues, and choice. I think she can beat Trump or any other Republican that is nominated, and I think she would serve well in office. I want her to be POTUS.

    I like Bernie Sanders, and I often get very excited about the prospect of Sanders closing the gap and moving ahead. I think he would face bigger challenges integrating his intentions with the current political situation, but who cares about that? We need a strong progressive in the White House, and Sanders is clearly the best choice for that. I appreciate the fact that Sanders has been a hard line lefty for his entire career, and he is the candidate I want to sit down and have a beer with … to talk about the revolution. I think he can beat Trump or any other Republican that is nominated, and I think he would serve well in office. I want him to be POTUS.

    I am annoyed by the Clinton campaign whenever Hillary tosses a bone to the centrists, partly because it is tossing a bone to the centrists and partly because it is ingenuous vis-a-vis her historical commitment to liberal causes. I am annoyed by Clinton supporters who rail on Sanders’ electability, especially remarks about the “Democratic Socialist” thing.

    I am annoyed by the Sanders supporters who have bought hook line and sinker the GOP anti-Clinton talking points that the Republicans have been developing for decades, and those who claim “Sanders or bust.” I am annoyed at the Sanders campaign for not doing enough to keep the conversation on task (beating the Republicans), allowing this subset of supporters to do the campaign’s bidding in a way the campaign would not do itself.

    People who argue against Clinton by comparing the records of the two candidates habitually make a critical error (other than buying the GOP poison as noted). Bernie Sanders is the Senator from Vermont. Vermont is the state of Maple Sugar and Good Ice Cream. People in Vermont live in underground houses and yerts. If you are a hard core progressive, and you represent Vermont, you rarely have to also represent issues or people or companies or industries or communities that are not in line with progressive thinking. In the few areas where Sanders has gone off the Progressive track, it has been because he also represents a few interests — because they are in his state — that are not progressive, such as with respect to gun ownership or dealing with toxic waste, etc. A Bernie Sanders clone, with the same values and all that, representing a larger, more diverse, more complicated state would have a voting and legislative record that is very different from the one he has. Clinton, on the other hand, was the first lady to a president that moved hard to the center. She was the Secretary of State for a president who developed an effective, but not entirely progressive, foreign policy that overlapped a lot with an energy policy that was brilliant in every way except one: It did not keep the Carbon in the ground. (Very important.) This makes the comparison internally very biased before any careful analysis can happen, and that bias is rarely considered.

    People who argue against Sanders on the ground that he is not going to get anything done, or because of a political label with a version of the word “socialist” in it, underestimate the degree to which many Americans are fed up with the current wealth-concentrating and unfair system of economy, politics, and government. They fail to recognize that the framework for the American political conversation has been pushed to the right at almost every turn since Gingrich and the Contract on America, and the one recent time it got pushed to the left, with the election of a non-white President, special circumstances applied and the fascists and racists came out of the woodwork. Many of the same individuals argue that it is good that Sanders’ candidacy has had so much support, even if he is not nominated, because it brings those progressive issues to the table. That is true. But the same argument suggests that a Sanders presidency would move that framework back from the right and towards the left even if Sanders has a non-Democratic Congress for his entire time in office. He won’t play Obama-style multi-dimensional chess, a strategy that has not gotten much done with a Republican controlled Congress. Rather, he’ll spend four or eight years yelling at the Republicans and also not getting much done, but with a potentially stronger effect. He’d move the political center to the left.

    A while back I started making regular predictions of what would happen in the upcoming primaries and caucuses. Let me tell you why I did that.

    I’ve been expecting, since the beginning of the primary season, for one or another thing to happen. You will recall that I repeatedly posted a graphic comparing the Clinton-Sanders popular standing in national polls with the same graph for Obama-Clinton in 2008. The idea was to show the flip between the heir apparent, Clinton, and the other guy. In the case of 2008, that happened early in the primary process. The point of showing that graphic was to remind everyone, back then, that even though Clinton was ahead in all the polls, Sanders could easily overtake Clinton and not look back, as Obama did. So, all along, one of the things I’ve been expecting is for that to happen. But, so far, it has not happened.

    The other thing I’ve been expecting to happen is for Clinton to move ahead at a steady, and eventually increasing, rate, to leave Sanders in the dust. That would, of course, produce the exact opposite result, with a Clinton nomination what could have been clearly foreseen months in advance. But, so far, it has not happened.

    Obviously, only one of these two things could happen, at most. I will note that those who supported one candidate or the other early on in the primary process have been pretty sure all along that the change … the Sanders surge or the Clinton juggernaut … was already happening and was about to really happen, all along. Those supporters, of either candidate, have been wrong all along. Neither has happened.

    Anyway, the reason I started to develop a model of what would happen across the entire primary process has been to identify when the Clinton juggernaut, or the Sanders surge, was afoot. At which time, probably, I would declare that this thing was happening, throw my support behind the surging or juggernauting candidate, and get to work on that campaign.

    With each group of primaries and caucuses, I did my best to use unbiased reasonably good empirical evidence to predict the primaries, with the idea that if a strong trend was evidence, of possibly for a given set of primaries, I’m wrong in my predictions, significantly, one way OR the other, then surging or juggernauting has commenced. But that has never happened. Clinton has been ahead the entire time, but not far, and the gap has closed. But the gap has not closed (prior to today) enough to convince me there is a surge. This is like one of those horse races where the favorite is in first place until the last furlong. Then, the second place horse runs ahead of the first place horse and wins. Or, the second place horse stays in second place and does not win. We can’t tell. There is no evidence to suggest one outcome or another at this time.

    So that is why I’ve been making these predictions, to help decide what to do, as a signal to fish or cut bait. And, I continue with this effort because the outcome of every single set of primaries or caucuses has been the same: Clinton has outperformed herself and done really well where she’s won, and Sanders has outperformed himself and kept right behind Clinton where he’s won.

    Make no mistake. My current empirical analysis, which has been very effective at predicting primaries and causes, still shows and has always shown an eventual Clinton nomination. But the difference between the two candidates has not been large enough to suggest that a Clinton nomination is inevitable. I’ll also add that this projection is actually what my earliest projections showed … a long and steady race with Clinton just ahead of Sanders the entire time. But, the whole idea of the Sanders candidacy is the surge, the upward swing, the crowds of revolutionary voters showing up and tipping over the cart, at some point in time. The fact that it has not happened to date does not mean it won’t happen. Also, the most recent set of primaries did in fact move Sanders closer to Clinton by a good amount, so the size of the cart that needs to be tipped is smaller, attainable.

    I will note that I find myself at the moment more annoyed with that special subset of Sanders supporters who are rude and unthinking than I am with any subset of Clinton supporters with whom I regularly interact. So far, many people have taken me for a Clinton supporter or a Sanders supporter, or have been annoyed at me for not explicitly supporting their candidate (either one). But across all of this interaction, the number of Clinton supporters who gave me crap for not getting on board with Clinton is exactly one, from a trusted friend and political activist, and it was subtle, polite, and done with humor. I simply don’t find real evidence for Clinton supporters being jerks to Sanders supporters in my own personal interaction sphere, though there is plenty of that out there on-line among the Titterati and Facebookois. In contrast, I am faced with Sanders supporters who mistakingly think I’m going for Clinton, who get fairly nasty at times (again, this is that special subset of Sanderati, I hope a small percent). These special snowflakes are more likely to a) assume incorrectly whom I support, b) make incorrect assumptions about what I know and what my experience in politics may be (I once received a virtual questionnaire from a Sanders supporter demanding my background in political activism!), 3) get nasty about it, and 4) declare that if Sanders is not nominated they will do something really dumb like vote for Trump, write in Sanders, etc. So, while the level of support, depth of feeling, rational argument, etc. for each candidate within me and coming from me are even, there is this imbalance, and I find it disturbing and I don’t like it at all.

    So, what will happen tonight when five sets of primary results come in? I’ve made my predictions here, but what will be the meaning of a particular outcome?

    I have to check my numbers (so this paragraph might get fixed), but my estimate is that at present Clinton is ahead of Sanders in committed delegates by about 20%, but that by the end of the night according to my predictions, that gap will close to about 10%. So …

    <li>- if the gap widens or closes by only a couple of percentage points, that will point to a very very likely Clinton victory, because all the different kinds of states have been sampled, half the delegates will have been assigned, and even a surge can't bring Sanders into first place.</li>
    
    
    <li>- if the 10% gap (plus or minus 2%) is the result of today's contests, Sanders is still following Clinton closely enough that a true surge could cause him to overtake her, but it would have to be a big surge, and is quite possible but not that likely. Ten percent is actually a very large number if half the votes, as it were, were counted. But if this happens, I will be then in exactly the same place I am now, continuing to support both candidates, not choosing one, not sure what will ultimately happen.</li>
    
    
    <li>- if the gap closes to much more than 10%, or, certainly, reverses, then the Sanders Surge some expect to see in the larger, reasonably but not very diverse, industrial, etc. etc. states is in evidence. In that case it is time to simply get behind Sanders, but NOT vilifying Clinton of course, and push for a Sanders win.</li>
    

    I am truly excited about the prospect that, in today’s primaries, Hillary Clinton pulls ahead numerically and this becomes a one person race. I’m truly excited about the prospect that, in today’s primaries, Bernie Sanders does so well that he has an excellent chance of winning the nomination. The bias I mention above leans me slightly towards being more excited about a Clinton pull-ahead, because that would leave those special snowflake bernie bots, whom I find annoying, behind. But they are not the ones running for office, so that bias is small. But I admit it; I don’t like my support being extorted with claims that so many Sanders supporters will throw the country under the bus if they don’t get their way. I just hope that is truly a small number of individuals.

    So. What happened Tuesday night?

    …. to be filled in later …

    And so, here is what we have…

    Clinton did very well tonight. My model had predicted that Sanders would do well enough to close the gap from 20% to 10% difference, keeping him in the race. What happened instead is that the gap between the candidates, with half the votes counted, remained at 20%. In other words, this happened:

  • – if the gap widens or closes by only a couple of percentage points, that will point to a very very likely Clinton victory, because all the different kinds of states have been sampled, half the delegates will have been assigned, and even a surge can’t bring Sanders into first place.
  • My revised model attempted to account for recent Sanders northern state victories by calculating the expected outcome with an appropriate adjustment. However, the Sanders campaign did not perform, and my predictions were relatively inaccurate. Which is sad for my model, and for Sanders.

    The voting is still happening and delegates are not all assigned, and delegate counting is strange in Ohio, so my original predictions of delegate counts can’t be compared to the data we have right now, tonight. So I converted my delegates counts to percentages, and then converted the reported percentages adjusted to make Clinton and Sanders sum to 100% (because my percentages do this as well). This is what I get:

    Screen Shot 2016-03-15 at 9.49.00 PM

    I predicted a close race in Florida. What actually happened was a Clinton landslide.

    I predicted a close race in Illinois. This is correct. Clinton will likely win Illinois and pick up a few more delegates there than Sanders.

    I predicted a close race in Missouri. We have a close race in Missouri. I had predicted that Sanders would win by a little, and it looks like he is going to win by a little.

    I predicted a rout in North Carolina. We are getting a rout in North Carolina. Clinton will win, but not by quite as much as I had predicted.

    I predicted a close race in Ohio. Clinton is doing very well there and will beat Sanders decisively. Some people will call it a landslide, some will not.

    So, while I predicted three races very accurately, my model was way off for two big ones, and Sanders will end up with far fewer delegates today than expected.

    Here is a histogram showing change over time, roughly divided into weeks of primary activity, in the percent difference between the candidates.

    Screen Shot 2016-03-15 at 9.48.41 PM

    With about half the committed delegates counted and a solid 20% gap, Sanders would have to perform at 60:40 on average from now on to catch up.

    Using the actual data through today (today’s delegates estimated in some cases) and the model’s prediction for the future (which still performs overall fairly well, but giving Sanders, apparently, more delegates than he is likely to get) here is what the future of this primary season looks like:

    Screen Shot 2016-03-15 at 10.01.11 PM

    Sanders is likely to win a large number of the upcoming primaries, but probably only by a small amount, and he will continue to lose some of them by a large margin. I think it is very unlikely that he is going to achieve a 60:40 win, on average, for the rest of the race.

    At this point in time, it is a near certainty that Clinton will be the nominee for the Democratic Party for President.