Tag Archives: Election 2016

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.

The Nation Corrects Vox on Sanders Tax Hike

A while back Vox produced a tax modeler that would tell you how your taxes would change with Sanders plan. It raised most people’s taxes by a few thousand dollars. But the modeling was misleading because the same plan would probably reduce health care costs for those same individuals.

I pointed that out back at the time but most of the response to me pointed out was the ridiculous recitation of completely wrong information (from both sides of the debate) so I dropped it because it really doesn’t matter. President Sanders or President Clinton would not produce any tax plans. Not their job.

Anyway, The Nation, which has gone all in with Bernie as I’m sure it should, came out with a counter modeler for taxes. so the Vox piece is here, The Nation’s piece is here.

Republican Candidates Running Away from Trump. And Phyllis Schlafly.

… and why we never got the Equal Rights Amendment.

Donald Trump is a very good Republican candidate. In terms of both style and substance, Trump does a good job of representing that part of the Republican Party that has been in charge of that party for several years, the Tea Party. The Republican Party has built itself up to become, effectively, the majority party in the US by pandering to this part of the base, along with gerrymandering and other forms of voter suppression. So, really, there is no reason that Republicans running for office around the country should be upset with the fact that Trump is the frontrunner in the nomination process. If they were smart, they would embrace Trump, run on his coat tails, and win.

But the candidates may be running away from Trump anyway. One possible explanation for this is perhaps found in contrasting the Bush Dynasty, which has been central to Republican politics, or played an important role, for decades. The Bushes are a different kind of Republican than Trump, and from the Tea Party. They are the connected establishment Republicans who manage that interface between big money, mainly energy money (including the Saudis and the Kochs and all of that) and the political process. Trump may be seen as a wrench to be thrown in that carefully engineered machine. Naturally, established Republicans would prefer someone like Jeb Bush to be the nominee, or really, anybody other than Trump, because they are all nicely tied in and the status quo of a majority party fully connected with energy money, buttressed by absurdly right wing social policy, can continue and strengthen.

Nice theory. But the background is distant and deep, and the evolution of Republican politics, the Bush Dynasty, social conservatism, and establishment GOP politics is a bit more complicated and interesting. For some of this background, I refer you to this interesting item by Rachel Maddow:

I’m going to add two things to this, which won’t make sense unless you watch the video. 1) A lot of young liberal progressives actually supported Goldwater in those days because a) he wasn’t part of the Democratic political machine (the Democrats were not so much about democracy in those days) and 2) not only did Nelson get divorced, but he was quietly understood by New Yorkers to be very much of a carouser, drug user, and general all around bad guy, despite his clean looks and well spoken manner. I don’t know how true that all was, but it certainly lubricated the transition from beloved centrist to moral reprobate in people’s minds.

(Also, the war, and the politicians positions on it, was important and complex in those days.)

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.

    Something important, something troubling, and something dangerous

    The important thing first.

    I predicted who would win the Wisconsin primary, although my prediction suggested that Sanders would do better than he did. (He underperformed.) I predicted the outcome of the Wyoming primary exactly.

    These are the most recent two in a long series of mostly correct predictions of which Democratic candidate will win each of the contests in this long presidential primary season. My predictions of which candidate would win have been mostly accurate, but also, fairly accurate with respect to how many delegates each candidate would pick up.

    Several primaries back, for several primaries in a row, Sanders did somewhat better than my predictions suggested, indicating that the model I was using to make these predictions possibly underestimated that candidate’s long term performance. However, that stopped happening, and Sanders went back to performing pretty much as I expected him to perform, or not as well.

    This verifies the fact that Hillary Clinton will finish this presidential primary season in the lead. Yes of course, one never knows. But at some point one has to presume, even if there is a small chance that a numerically nearly impossible outcome will emerge. And, if this turns out to be wrong, since I am tracking every delegate, I’ll be among the first to know and acknowledge, and shift strategy as needed. But at the moment I feel very comfortable working with the assumption that the primary season will end with Clinton having about 2,000 pledged delegates, and Sanders having between 1700 and 1800 pledged delegates.

    If the unpledged delegates simply track this outcome, this will give Clinton the nomination on the first ballot.

    I have been using a similar model for making these predictions all along, but refining the model (how it works) and adding data (with each contest’s outcome). I have tried several times to develop a version of the model that would put the consistently second place candidate, Sanders, at an advantage, biasing the model with assumptions about a possible improved performance. Not once did that alternative version of my predictive model put Sanders in the lead at the end of the primary season, though he got close once.

    Simply put, barring an unlikely surprise, Hillary Clinton will be the Democratic Party’s nominee for president in 2016. That is the important thing.

    Now the troubling thing.

    From the start of this primary season, I was happy with either candidate, and vowed to support whichever candidate is nominated. Most sane people intend to support the winner, because the alternative is rather horrible. Most people did pick a candidate earlier in the process, but I refused to. Of course, every time I questioned a criticism of Clinton, some Sanders supporters “accused” me (as though that was a legitimate accusation of wrong doing) of supporting Clinton. When I would critique a criticism of Sanders, the reverse would generally happen. Many people were simply not allowing me to be supportive of both. Also, I wasn’t undecided. I had decided that both were excellent candidates, in their own ways.

    But it goes beyond that. During this primary season, I’ve witnessed, again and again, people who had previously shown signs of high level functioning and impressive intelligence saying many utterly stupid things. I’ve closely monitored and been involved in many presidential elections, and I note that this often happens to some degree, but this year, this has been happening wholesale and to an extreme. I will not give you examples. If you are a reasonable person who has been paying attention, you don’t need me to give you examples because you know exactly what I am talking about. If you are one of the folks who has been quick to make utterly illogical or fact free arguments about every aspect of this race, often reaching far into the land of conspiracy theory, then you don’t know what I’m talking about but you will sense, somehow, that this paragraph is deeply insulting to you. Feel free to make defensive comments below. I will ignore them. And, I have nothing else to say about this. This departure from reason is, of course, the troubling thing.

    The dangerous thing overlaps with the troubling thing.

    Weeks ago it started to look like a small number of supporters of Bernie Sanders, in the event that Hillary Clinton was nominated, were going to either write in Sanders, vote for Trump or Cruz, or not vote at all. This did not surprise me, because a good number of the Sanders supporters where I live, in the shadow of Michele Bachmann’s congressional district, are fairly right wing. This may not make sense if you see Sanders as a progressive, very left candidate (which he is) but have a non-nuanced view of politics, but it is both true and understandable. The same thing happened with the Paul mini-Dynasty. I will not spend any time here outlining how this happens.

    Over time, however, this “small percentage” has grown, and polling indicates that something close to 20% of declared Sanders supporters are what has become known as “Bernie or Busters” of various political stripes, but all holding the same dangerous view. These folks will not support anyone but Sanders, or will turn on the Democratic party if Sanders is not nominated.

    Parallel to this phenomenon we see myriad other destructive practices by Sanders supporters, and by destructive I mean destructive to the political process and to the Democratic candidacy. Given that Clinton is going to get the nomination, it is a significant problem that so many Sander supporters are trying so hard to damage her.

    These trends, of “Bernie or Busters” or of taking Clinton as seemingly equivalent to Satan, are a problem not only because of their immediate effects, but because the Sanders campaign accepts and exploits these activities and attitudes. It is no longer possible to point to the two or three times that Bernie Sanders scolded someone for this attitude and claim he is taking care of this, and it is no longer possible to give the Sanders campaign the benefit of doubt, suggesting that they just don’t know about what is going on. Campaigns know these things. Sanders knows about these things.

    To this we add the clearly emerging pattern of the Clinton campaign working down ballot, to elect a blue, or at least, bluer Congress (and to help Democrats in other ways), while Sanders does very little in this area (he has done some things, but not much). Sanders’ strategy of having the masses show up in DC to shame the GOP Congress into not being nefarious haters was never going to work. Clinton’s strategy, and the strategy of the rest of the Democratic Party, to take back Congress, can work if we follow through. The numbers show that we actually could do it this year, if we don’t throw away the opportunity. Sanders appears to be throwing away the opportunity, Clinton is not.

    So that’s the dangerous part. We need to approach the general election with a candidate and supporters who are going to do what is needed. The Sanders campaign has become a danger.

    Several days ago I posted this on my Facebook page:
    12919703_10207995549023260_4044157744245364818_n

    Among the reactions to this meme were assertions that somehow it is wrong for candidates to help each other (see comments above about taking back Congress .. Franken’s election is exactly how the Democrats retook the Senate for a couple of years). Among the reactions was a call to find someone to primary Franken. These are insane reactions. These are the reactions of deluded cultists, not political activists.

    And, these reactions were among the small number of final straws that had fallen upon this particular camel’s back. I decided to take a break from the Facebook conversation about this election for a few days, and I blacked out my profile pics, without comment, as a form of protest. To underscore the protest, I began posting nothing but cat pictures. A handful of my Facebook friends understood and commiserated. A good number of Sanders supporters seemed to quiet down (except one or two), probably realizing that I was fed up.

    And now, I’m back. But guess what. I’m not going to argue about Sanders, or Sanders vs. Clinton. The Sanders campaign is done. If this had all gone somewhat differently, I’d still be talking about Sanders, points he’s making, interesting things about his campaign, but the cost of doing that is too high. The Sanders campaign, owing mainly to the personality cultists and the Bernie or Busters, which are probably in total about a third of his supporters, have ruined the campaign, and made it not worth talking about. The Sander campaign, sadly, has become less interesting, more annoying, and just as predictable, as a bunch of cat pictures.

    980xThis is not to say that Sanders contribution has not been great. It has been very significant, and this souring of his campaign detracts from that only modestly. But that part is done. We’ve heard Bernie, we’ve listened, he’s influenced the process.

    But from hear on out, if you are a Bernie supporter, talk to the paw.

    Who won the Wisconsin Democratic Primary? (Final)

    I’ll post the results when they are available, after 8 or 9 PM central, below.

    Meanwhile, as of 6PM Central time, early info from Wisconsin suggests that Sanders will do very well in today’s primary.

    The good news for Sanders: My prediction of 55 delegates for Sanders and 31 delegates for Clinton appears to be on track.

    Bad news for Sanders: The same model that predicts that still says 2096 committed delegates for Clinton and 1747 for Sanders by the end of the primary season.

    The Wyoming primary, this Saturday, should be about even for the two candidates.

    In the New York primary, which is in about eighteen years from now (counted in Primary years) (April 19th), is predicted to go for Clinton over Sanders (150:97) with Clinton taking 188 of the delegates from today through the 19th, and Sanders taking 159.


    Final results:

    With 100% reporting, Sanders will clearly win the Wisconsin Primary. He will likely get about 56.5% of the vote, to Clinton’s 43.2%.

    Media reports this as Sanders taking 47 delegates and Clinton taking 36 delegates, of the available 86 delegates.

    (Pause for the arithmetically inclined to key in.)

    Often the number of delegates assigned by the press, from whatever sources they use, are preliminary and will be changed later. I’ve found that calculating the ultimate number of delegates for proportionate representation by using my own math works better. So, given proportionate distribution of 86 committed delegates, this would translate into something close to 49 delegates for Sanders, and 37 for Clinton.

    This is quite a bit off my prediction. I predicted Sanders would win, but by more than this. Moreover, my predictions for Sanders in states he’s won in have tended to underestimate his performance. So, this looks like a very weak win for Sanders at a time when he needed a bigger win.

    On the other hand, it is only one race, so it does not mean much.

    On the third hand, Sanders outspent Clinton by something like 3:1 (I’ve heard, subject to correction if you’ve got one), so that makes the win less impressive again.

    The Rest of the Democratic Primary

    We are in the Primary Doldrums. For the last several days and the next several days, there is not too much happening, big gaps between the action. Wisconsin is important, and it is Tuesday, Then Wyoming by itself, then New York by itself, then a sort of Super Tuesday with several states.

    As you know I’ve created a multivariable model that has a good record of predicting primary and caucus outcomes in the contests between Hillary Clinton and Bernie Sanders. For the rest of the primary season, this is what it looks like.

    Screen Shot 2016-04-02 at 12.49.47 PM

    I used yellow highlighting to indicate who is expected to win the most delegates on each primary/caucus day. Sanders will do well in Wisconsin, tie (or maybe even better) in Wyoming, do well in Indiana, and on balance, do well on June 7th when there will be six contests at once including Pennsylvania. But while Sanders may win the day on three (or four) days, Clinton will win the day on five. In total, Clinton is predicted to take 886 delegates, and Sanders 790.

    This is the distribution of cumulative delegates starting with now and moving across this range of primary dates, showing the evolution of the difference between the two candidates throughout.

    Screen Shot 2016-04-02 at 12.50.32 PM

    On balance, Clinton will, according to this model, will widen her lead over Sanders. If Sanders does better than projected this gap will narrow, but he’ll have to do very well to close the gap.

    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.

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    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.

    Keith Olbermann: Why Trump Wont Win

    This discussion is a little ambiguous about “winning the nomination” vs. “winning the general election” but it is fun to see Keith Olbermann again. He states here that he is coming out of retirement.

    Olbermann correctly points out something I think a lot of people don’t know or understand. A political party is an independent private entity (though there are some regulations and they must operate within the law). One of the first things they will do at the convention is to vote on rules. At that point, they can make any rule they want, pretty much. The rule could be “no nomination for Donald Trump.”

    Would the rule be supported by the delegates in the room? Probably not. But it doesn’t matter, because they can make a rule about that too, in a sense. Like this:

    That was at the last GOP convention, in which then House Speaker John Boehner pushing through rule changes that gave more power to the upper end of the party, taking it away from the “grass roots” which had, at that point, been infected with the pernicious fungus known as Rand Paul.

    For more on this, watch very interesting bit from Rachel Maddow:

    Alaska, Washington, and Hawaii Democratic Caucuses: Results, Updated

    Today and tomorrow we have the Alaska, Hawaii, and Washington Democratic primaries.

    According to the model I developed prior to the last primary, which predicts future primaries using information about primaries to date (which I’ve not updated from last Tuesday), Sanders will win all three primaries. That model suggests that the delegate spread by the end of the day will look like this:

    Screen Shot 2016-03-26 at 10.44.08 AM

    However, I also developed an alternate model which assumes that Sanders’ over performance (in relation to the afore mentioned model) requires an adjustment. That alternative model suggests that this will be the delegate spread:

    Screen Shot 2016-03-26 at 10.45.39 AM

    The outcome of this weekend’s contests, therefore, will be either a Clinton:Sanders delegate take of 61:81 or a Clinton:Sanders delegate take of 41:101.

    If the first of these two outcomes is realized, then the likely course of the rest of this primary season will look more like this:
    Screen Shot 2016-03-15 at 10.01.11 PM

    But if the second of these two outcomes is realized, then the likely course of the rest of this primary season will look more like this:
    Sanders_Strategy_To_Win_Primaries

    Or not. The key difference between these two futures is, of course, in the first one, Clinton secures the nomination, and in the second one, it is too close to call with Sanders having a distinct possibility of winning.

    RESULTS

    Well, the Easter Bunny, who I believe is a friend of that bird that visited Senator Sanders the other day, left Bernie a nice basket last night.

    As noted above, Sanders was expected to win all three caucuses that were held yesterday, and he did, so that alone would be no real news this morning.

    However, in the framework of two alternative models, one giving Clinton the nomination, the other having the two Democratic candidates coming out in a virtual tie, a larger than expected win would be associated with the latter.

    And that is what happened. The following compares the expected delegate distributions for the standard model and the Bernie II model (as discussed above and in previously provided links) with the actual outcome (though I estimate the delegate counts, that could be off by one for any of the states).

    Screen Shot 2016-03-27 at 7.20.13 AM

    As you can see, the delegate count matches the Sanders II model almost perfectly for Alaska, is between the Main Model and the Sanders II model for Hawaii, and exceeds the Sanders II expectation for Washington.

    These are small states, caucus (and thus quirky) states, and there are only three of them, so one must be cautious in drawing conclusions. We can combine the three states to get what might be a more robust indicator of which of the two models is working out best. Like this:

    Screen Shot 2016-03-27 at 7.28.36 AM

    Across all three contests, the main model and the Sanders II model were distinctly different, and clearly, the actual outcome was almost identical to the Sanders II model.

    I won’t produce new graphs for the revised outcome because the model was so close to reality that it hardly changes it. I’ll do so when more delegates are counted.

    So, the bottom line is this. For several contests now we have seen Sanders do something to indicate he is pulling ahead, but then, in the next round, he failed to do so and Clinton continued on a clear path to the nomination as per the main model. The contests on the 22nd, once gain, indicated a shift in voter behavior in favor of Sanders. This weekend’s caucuses were a test of that hypothesis.

    Instead of the shift being falsified, it was supported by this weekend’s voting. This gives credence to the idea that Sanders could catch up to Clinton. However, this is a small number of small states. So it may not mean much.

    We now have an entire calendar week with no contests. This allows for a more flexible campaign strategy for both candidates. Then, on the 5th, a week from Tuesday, we have Wisconsin all by itself with 86 committed delegates, where Sanders is expected to do well. Immediately following, on the 9th, is Wyoming with only 14 candidates. Again, Sanders is expected to do well.

    Wisconsin will be an important test for Sanders because my models says he’ll do well, but it is a primary, not a caucus.

    The following Tuesday, the 19th, is the New York primary. Here, according to my main model, Sanders and Clinton are neck and neck. The polls put Clinton way ahead there. So New York will be an interesting test of my model. I do have Clinton winning, but not by much, and the Sanders II model has them even closer.

    If the polls are right, and Clinton trounces Sanders in New York, then my main model, which has Clinton winning the nomination, is conservative on the Clinton side, and the contest may be over. If the two candidates are pretty even there, or Sanders wins by a few delegates, then we will continue to bite our nails. If Sanders swamps Clinton, then that bird was right.

    This is followed by another huge gap in time prior to the

    Which Senate Seats Will Switch to Democratic In 2016?

    I’m trying to figure out how many Senate seats, and which ones, will switch from Republican to Democratic in November 2016.

    At present, 54 Senator caucus with the Republicans, and 46 caucus with the Democrats (two of those are Independant).

    We should be shooting for a good majority of 61, just to be safe. That means fifteen Republicans have to go, to result in a 39 to 61 mix. To get a simple majority, only five Republicans have to be replaced, to produce a 49 to 51 mix. So, we should be working for replacing fifteen but hoping to replace at least five.

    A perusal of The Internet provides a list of Republicans and open seats that seem to have a chance of a Democratic takeover. (Importantly and worth noting, not many Democrats are at risk, but Michael Bennet of Colorado may be. Also worth noting is that Harry Reid’s seat in Nevada seems more likely to go GOP, according to some sources).

    Here’s the list:

    Arizona: John McCain. Challenged by Ann Kirkpatrick
    Arkansas: John Boozman. Challenged by Conner Eldridge
    California: Open Seat. Kamala Harris
    Florida: Open Seat. Alan Grayson
    Illinois: Mark Kirk. Challenged by Tammy Duckworth
    Iowa: Charles Grassley. Challenged by Patty Judge
    Kentucky: Rand Paul. Challenged by Adam Edleen
    Maryland: Open seat? Donna Edwards
    Missouri: Roy Blunt. Challenged by Jaoon Kander
    Nevada: Open Seat. Catherine Cortez Masto
    New Hampshire: Kelly Ayotte. Challenged by Maggie Hassan
    North Carolina: Richard Burr. Challenged by Deborah Ross
    Ohio: Rob Portman. Challenged by Ted Strickland
    Pennsylvania: Patrick Toomey. No challenger yet
    Wisconsin: Ron Johnson. Challenged by Russ Feingold

    So, what’s missing? What’s wrong with this list? How would you rank it?

    Bernie Sanders’ Strategy to Win the Nomination

    Bernie Sanders has either stated or implied two features that make up his strategy to win the Democratic nomination to be the party’s candidate for President this November.

    Implied, sort of stated: Convince so-called “Superdelegates” (properly called “uncommitted delegates”) in states where he has won to vote for him, even if he is in second. That is a good idea, and if the two candidates are close, it could happen. However, when I run the numbers, giving Bernie “his” uncommitted delegates and Hillary “her” uncommitted delegates, it is pretty much a wash. The uncommitted delegates are not perfectly evenly distributed across the various voting units (states and such) but they are evenly enough distributed that not much happens. Not that this can’t come into play when Spooky Delegate Math is applied, but there isn’t much there.

    Stated, the other part of the strategy: Get more votes. The idea here is that the second half of the primary season (counted in terms of numbers of delegates awarded over time), which started on March 22nd, is more favorable to Sanders than it is to Clinton.

    Earlier work I did showed that this strategy has only a small chance of working, because Clinton will in fact win plenty of delegates during this second half of the season, and she has plenty of delegates under her belt now. Bernie just can’t catch up. See this post for details.

    Unless …

    As I have said many times, each primary or caucus, or each day on which there are a number of contests at once, is a test of one or more hypotheses. One hypothesis at stake last Tuesday was the accuracy of the model noted above. The various iterations and updates of my models for predicting primary outcomes have been very accurate all season, and I accurately predicted the outcome of Tuesday’s primary in terms of wins. I predicted that Hillary would win Arizona, and Bernie would win Idaho and Utah, and they did.

    However, the magnitude of the predictions was off. Hillary won fewer votes than expected in Arizona and Bernie did way better in Utah and Idaho than predicted. (Also, the role of crossover voting was reduced as a likely factor in these elections, because Bernie did so well in Arizona with no crossovers.)

    The difference in magnitude was so great that the seemingly assured Clinton victory in delegate count was turned on its head, and Sanders got more delegates than Clinton.

    Is that a wakeup call? Or is it random variation?

    Well, let’s assume for a minute that this is not random, and that this small set of contests tells us that the model is fundamentally wrong(ish). One thing I could do to fix that is to add the new data into the multivariable model and recalculate, but the number of new data points is insufficient to make a difference.

    Another thing I could do is to assume that there is change over time in voting behavior, and add a variable for time. There are two reasons to not do that. One is that the more variables you add, the more accurately the model can predict the past (i.e, predict the value of the variables that are used to make the model), but not necessarily the future. The second reason is that if time is in fact a variable, simply adding it now would not work because of imbalance over time in sample size for the relevant variable.

    So, what to do? Well, a third possibility is to fudge the data. Let us take a chance and provisionally assume that Arizona, Utah, and Idaho indicate that from here on in the expected outcomes based on my model are off by a certain amount, and then adjust future states to reflect that.

    I quickly add that I’ve done this before … fudging the model to see if a Sanders claim about future outcomes might change the numbers … and each time that new hypothesis was falsified by subsequent primaries. But, why not try it again? The numbers from yesterday’s contests are startling enough to make it, actually, necessary, if one wants to remain honest about what is happening on the ground.

    I have felt all along, and still feel, and most people agree with this, that there are two kinds of states, those that tend to favor Bernie and those that tend to favor Hillary. Also, the variables used in the multivariable analysis may have asymmetries across the nearly-even-state boundary of bias. (In fact I’m pretty sure they do.) So, let’s consider Arizona as a Clinton-favoring state in which she underperformed a certain amount that we estimate by comparing the expected results with the actual results. Let us also assume that Utah and Idaho are Sanders-favoring states in which he over performed by an amount that we can similarly estimate.

    This is conservative because the estimates are based on the differences between the candidates, not the absolute magnitude of their delegate takes in each contest.

    In this revision, then, I put Clinton’s expected future performance in Clinton favoring states as a 30% reduction in the spread, and Sanders’s expected future performance in Sanders favoring states as a 300% increase in spread. (Notice the asymmetry emerges here.)

    Those sound like really different numbers, but they are not. The typical predicted Sanders win is small, so the total number of extra delegates Sanders ends up with is pretty similar in the two kinds of states.

    When I do this, Clinton still wins. See the chart at the top of the post. But, there are three very important things to note.

    First, this is too close to call. If this Sanders II strategy works out over the next few contests, and we believe it is the New Normal for this primary season, then it will simply be impossible to say who will win. The outcome here is very close, and had I used just slightly different numbers, I could have come up with an equally close outcome with Sanders winning.

    Second, it is possible, depending on what happens with uncommitted delegates, that if the race is this close, there could be a brokered convention. I actually think this is unlikely, because in order to have that happen you probably need three or more candidates staying in it until the end, so a bunch of delegates are bound to vote for someone other than the two front runners. But, I’ve not looked at the numbers and the data and the rules closely enough to be sure. Consider it something to look into.

    Third, the role of the big states now emerges as more important than it was before. The really big states, including New York, Pennsylvania, California, and New Jersey, were actually all very close in the model, and frankly, I can’t tell if they are Sanders vs. Clinton favored states. This is for a good reason. These states are so large that they are internally fairly diverse, and also, not easily affected by odd rules in the primary or caucus process the way some other states are. The apparent bimodality of states in general applies mainly to the smaller states.

    Putting this another way, the larger the state, the closer to the national average response we see, and the national preference between the two candidates is similar. Smaller states stray away from the mean, larger states regress towards the mean. Like this:

    Screen Shot 2016-03-23 at 11.29.35 AM

    So what does this mean? This means that larger states are not going to break strongly for either candidate. But, it also remains true that there are a lot of delegates in these states. So, this could mean that a strategy that effectively focuses on the big states, or one or two of them, could push that state over to one side or another.

    I can make you this promise. Both campaigns are currently having this conversation and there will be intense campaigning in the big states. It is possible, maybe probable, that the candidates will watch each other doing this and end up differentiating, with the different states being focused on by different candidates. But, there are also states neither will give up. I suspect New York and California will be fought over heavily, while Clinton may give way to Sanders in Pennsylvania and Sanders may give way to Clinton in New Jersey.

    The cycle over the last several weeks has been to see Sanders as possibly moving closer to Clinton, but then, failing to do so. But this week, he did. And, this is the first week in a series of contests where elements of the stated or implied Sanders strategy are supposed to come into play. And maybe they did. Or maybe not.

    Frustratingly, the next several states are not going to be too informative. Washington is big, and Sanders will probably make big gains there. My main model, which I will continue to assume is the most accurate projection until proven otherwise, has Sanders getting ten more delegates there than Clinton. The revised Sanders II concept, in contrast, has him getting 30 more delegates than Clinton. That will be a test of the Sanders II hypothesis.

    Then, eventually, comes New York, where we will see a test of the Too Big To Fail In State strategies. My model has Clinton winning in New York by just a few delegates, and the Sander II model says pretty much the same (remember, it is conservative, addressing only the gap). If New York is close to a draw, as predicted, then we will be left wondering. If Sanders takes 20 or more more delegates than Clinton in New York, then we will be left in wonderment.

    Following that is Little Big Tuesday, with several small states and Pennsylvania. That should also be close to a draw, according to my primary model, with Clinton winning a few more delegates than Sanders. But the Sanders II model has Sanders winning not just a few more, but many more delegates.

    According to the Sanders II model, at the end of the day on Tuesday, April 26h, after Pennsylvania, a ca 320 delegate lead by Clinton will be cut to a 190 delegate lead. According to the main model, the one I still trust until proven otherwise (perhaps over the next few weeks), the Clinton lead will still be over 300.

    So, that’s my story, and I’m sticking to it. Both of them. For now.