Monthly Archives: November 2016

Children Just Like Me: Book Review

Children Just Like Me: A Unique Celebration of Children Around the World is a new edition of DK’s famous diversity for children book.

screen-shot-2016-11-06-at-8-40-46-amFrom the publisher:

Children Just Like Me is an amazing children’s book showing everyday life through the eyes and words of children around the world.

Offering a remarkable insight into the lives of children today all around the globe, Children Just Like Me is packed with photography of children, their friends and family, home, and school vividly illustrating different cultures, from rural farms to busy cities to river boats.

With distinctive DK design and text, using children’s own words, children will take a journey around the world to meet Children Just Like Me.

The image on the right gives you a good idea of the reading level.

This isn’t just a book about diversity. It is a uniform review of geographical variation, mostly in culture but in plenty of other aspects as well.

And most importantly for kids of a certain age, you can get a sticker book that goes along with it too!

Bridgegate Chickens Come Home To Roost: Waiting For Other Shoe To Drop

Chris Cristie is a thug.*

screen-shot-2016-11-05-at-7-11-51-pmSeveral of the people that Chris Cristie chose to run his administration are criminals. Going to prison criminals.

Chris Cristie is in charge of selecting the people who will run the Trump administration.

It all makes sense so far. The other shoe, the shoe we are waiting to drop, will be Cristie being indicted.

Meanwhile, questions remain as to what happened to the reporters who broke the story.

See:


*I unapologetically use the word “thug” because it is always the word I’ve used to describe criminal gangster types. The recent note bene that “thug” is a racist term is a reach. Having said that, it is of course a racist term for a DIFFERENT reason that few people know, but until that becomes a thing, Chris Cristie is a thug..

The Electoral College Vote Three Days Before The Election

Who will win the electoral vote on Tuesday, November 8th?

It is not what you say, but how you say it. For several days now, I’ve been told by some how totally wrong I am in my various analyses of the electoral map. Half the naysayers say “But but FiveThirtyEight says this, so you are wrong” and the other half say “No, no, Sam Wang at Princeton says that, so you are wrong!” But all along, we’ve all three been saying something very similar. The difference in how we say it is, Sam Wang says something like “I’ll eat my shorts if Clinton doesn’t win” and I say “I think Clinton will win, but Trump has a small chance.” But really, we have very similar estimates as to what the situation is. And, that is:

1) Hillary Clinton is more likely to win this election than is Donald Trump.

2) Regardless of the initial probability distribution one might have been imagining, this has changed over time so that the chance of a Trump win has been increasing a bit.

3) A number of states are in play, and broadly speaking, the list of states can not be robustly assigned to either candidate is similar.

I myself have been avoiding making specific probability statements because I think that the necessary assumptions to talk about behavior of the electorate out at the margins are unknown or unreliable.

As you know I developed a model that I used during the primaries, that I’m applying to the electoral college vote, with modifications. In short, the model, as used here, reflects whatever polling data are used to seed it, but modifies the outcome to reflect general patterns of behavior. This, I suspect, removes strange results that the polls sometimes give. But it may also miss strange thing the electorate sometimes does. Which is happening in a particular case, for a particular state? Nobody knows. If we knew that, we wouldn’t need to do the actual voting.

So, here, I’m giving you two separate sets of results, initially. First, as in my previous post, a distillation of what the polls themselves are actually saying, using this approach.

First from the polls only:

screen-shot-2016-11-05-at-3-09-35-pm

As noted in the figure, the polls give Secretary Clinton enough electoral votes to win, barely, with Nevada being exactly split between the two candidates. We’ll look at swing states more closely below, but for now, this is my suggestion for the best guess based on the polls. So, if Clinton takes Nevada, she’ll win by 8 electoral votes.

As I had noted earlier, my model should converge on the polls by this point in time, but since there are so many states within a percentage point either way of the 50%-50% line, my model and the polls tend to differ a bit. Overall, my model is more favorable to Clinton because it give her Florida and Nevada.

At this time, this is my best prediction of what I think will happen on Tuesday, unless there are secret unmeasurable forces having to do with unspoken voting behavior or get out the vote efforts.

screen-shot-2016-11-05-at-3-21-58-pm

This result, my model, is very similar to Sam Wang’s result.

One scary possibility is that Trump is gaining ground on Clinton. Looking at just the polls, there was a gaining of ground going on for a while, but it seemed to stop a few days ago. FiveThirtyEight agrees with that. But, what if all the polls end up being one percent off from what they say now, by the time Tuesday comes around? Can Trump then win?

The following moves all the states over by one point, from my modeled results (which I regard as more reliable than the polls) which, oddly, puts Pennsylvania right in the middle. Trump could win. Or Clinton could win.

screen-shot-2016-11-05-at-3-27-34-pm

It has been said that the Democrats may have a ground game, a GOTV plan, that is much superior to that of the Republicans. A good estimate of how that would change things is to add 2.5% to the Democrat’s votes, effectively for the swing states. In this case, Clinton is shown here to do about as well as anyone expected her to do. Don’t expect this, it will never happen, but this is more or less the maximum limit on where Clinton can go. Notice that Trump still takes Texas and Georgia, but may be a bit weak in Georgia.

screen-shot-2016-11-05-at-3-30-46-pm

Finally, by way of summary, here is a map that shows which states are either recognized by one analysis or another as a tossup, or that move back and forth across analyses or over short times scales or, as in the case of Georgia and Colorado, don’t change their color under those conditions but remain very close in percent distribution to those that do. (Note, for Maine, we are only talking about one electoral vote moving back and forth.) Regardless of which column these states actually end up in, they are states you want to watch to measure the strength of each candidate. Obviously, the eastern time zone states will be the most helpful in this regard early in the evening.

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Trump’s “Black Supporter” is from Defunct Florida Murder Cult

“Unwitting Trump embraces black supremacist cultist support”

This story is precious.

Here’s the thing.

Michael the Blackman (that’s his name), the black guy who stands or sits behind Trump at many of his rallies, tells us that Hillary is the financier of slavery. We know this because Hilary’s name is Hillary Rodham Clinton. Rodham is the descendants of Rothschild, and her biggest donor is a Rothschild. So, Rothschild – Rockefeller – JP Morgan. See? The financiers of slavery. See? The supporters of Clinton are the Canaanites. The ones you’ve seen in the night clubs, with the black fingernails, really white, with the blue veins. They call themselves blue bloods, but we may know of them as albinos. They are cursed with the curse. And they curse. They never come out in the daytime, and they are the supporters of Hillary Clinton. I simplify slightly. Watch the video.

Under President Trump, US No Longer Primary World Power

It appears that if Donald Trump is elected president, many world leaders, including the leaders of the Western European countries, will freeze out the US from intelligence and security decisions, because they have learned that they can’t trust Trump’s ability to manage or handle intelligence, and recognize that he will be Putin’s puppet.

In phone calls, meetings and cables, America’s European allies have expressed alarm to one another about Donald Trump’s public statements denying Moscow’s role in cyberattacks designed to interfere with the U.S. election. They fear the Republican nominee for president has emboldened the Kremlin in its unprecedented cybercampaign to disrupt elections in multiple countries in hopes of weakening Western alliances, according to intelligence, law enforcement and other government officials in the United States and Europe.

While American intelligence officers have privately briefed Trump about Russia’s attempts to influence the U.S. election, he has publicly dismissed that information as unreliable, instead saying this hacking of incredible sophistication and technical complexity could have been done by some 400-pound “guy sitting on their bed” or even a child.

This is a breaking story at Newsweek, here.

Maddow discussed the story here:

This entire story makes the most sense in context of the concept that Putin fears a Clinton presidency. See: VLADIMIR PUTIN: WHY HE FEARS A HILLARY CLINTON WHITE HOUSE

We Now Know FBI Is Rigging Election

We now know that the several elements of the FBI, especially the New York Office, are manipulating this election in favor of Donald Trump, possibly in cahoots with Rudy Giuliani.

This is not FBI Director Comey releasing vague memos. Well, there is that, but it is not clear if Comey wrote that damaging memo because he wanted to hurt Clinton, or if it was because he was not fully in control of his agents and was trying to pre-empt a leak. What we now know is that several FBI agents, spread across the country but with a pernicious group in New York, are strong Trump supporters, and have been taking action to hurt Clinton and help Trump. The New York agents, in particular, seem to be doing so in cahoots with Trump Surrogate, syphilitic former New York Mayor Rudy Giuliani.

Behind the whole thing is Breitbart, the hard right wing crazies and conspiracy theorists, who took over the Trump Campaign a while back. And behind that, is Robert Mercer.

Robert Mercer, a billionaire hedge fund investor, is the main funding source for Breitbart. Robert Mercer also funds a major pro Trump super-pac. Breitbart and the super-pac have supplied the Trump campaign with their campaign manager, deputy campaign manager, and CEO. If Trump wins this election, Putin won’t be the main guy in charge of the US. It will be Robert Mercer pulling the strings.

This group of unsavory characters and their colleagues are linked to the right wing organization known as the “Government Accountability Institute” which produced an anti-Clinton (both Clintons) book, which has apparently become the Conspiracy Bible for a number of FBI agents, who attempted to use this source as the basis to launch at least one investigation against Hillary Clinton. Higher level, relatively normal, FBI personnel put the kibosh on that effort, but the Trump supporting agents apparently continue to agitate against Clinton and in favor or Trump.

Comey’s release of the memo was either an attempt to get ahead of those agents, whom he felt were going to send the info around anyway, or in support of these lower level efforts.

And all of this has a vague relationship to the concept of having sex with piles of hay, trees, and mulch. You’ll have to watch this excellent report by Maddow to get that, and to link together all these details.

It is a long report but very much worth watching every minute:

The Electoral College Map Five Days Out: Most Likely Trump Scenario is a Tie

The most likely way for Hillary Clinton to not win the presidency may be a tie between Secretary Clinton and Donald Trump. This is because, when one looks at the data a number of ways, and makes various adjustments, Clinton wins, often just barely, most of the time, except in what appears to be the worst case scenario. That scenario is Clinton losing most of what are called “Battleground States” — but for the most part, only those that are truly in contention, so it is quite possible — but retaining her “firewall” states, the states she really can not possibly lose. That puts Clinton 3 points ahead of the 270 required to win. But then, in this scenario, the most likely bluish state to switch to red, New Hampshire, goes for Trump. When that happens, the Electoral College Vote becomes 269-269, and the Electoral College becomes the Electoral College Prank.

What happens then? The House attempts to decide who will win. If that happens, each state gets one vote (or zero, if they can’t decide). Even if the Democrats win the house back from the Republicans this election, Republicans will theoretically decide the outcome, because Democrats are concentrated in the more popular states. On a state-by-state basis, most states are Republican.

That does not mean that the Republicans will vote for Trump automatically. They have to chose among the top three Electoral candidates (while the Senate, meanwhile, choses among the top TWO VP candidates). Who knows what will happen?

You might think this is unlikely. Until I did my analysis this morning, I thought it was possible, but unlikely. I now realize that the chances of an electoral tie are pretty darn good. (And by pretty darn good, I do mean probably less than one in ten, but that’s still pretty darn good for something that has only happened once before.)

Let’s look at all the numbers.

As you know I have a model. I mentioned weeks ago that near the end of the election season, my model would converge on the polls, because it is calibrated to the polls, but only uses the better and more recent polling data. Today, I decided to use the final adjusted polling estimate provided by FiveThirtyEight, because, a) they are good at adjusting and evaluating polling data, and b) there is now enough information to use polling data from pretty much any state. Still, there are some weak states, and there are other uncertainties, so feeding polling data into my model provides a semi-independent look across the states (it is quite possible for the polls to put a state in one column but my model to reverse that).

(Note: my model does not use polling data from Utah or Hawaii, because those states are too different from all the other states.)

So, here I’m going to use two separate sets of results, polls and my model. My model’s multiple R-squared value is really high (0.9838) and the polling results and model results are almost identical, but not quite. Given the strength of my model during the primaries, I trust it more than the polling data. Also, my model foretold many things that the polls finally caught up with, over the last several days, such as the weakness of North Carolina as a Clinton state. Well, not many things, but that one thing and maybe a few other things.

This is what the current polls say about Clinton’s chances in the race. If we take all the polls, and assign every state where Clinton beats Trump to Clinton, we get this:

pollssayclintonwinsby_3_or_the_election_is_tied

As noted on the map (made using 270 to win’s excellent tool), Clinton, according to the best available analysis of current polls, would win by only 3 electoral votes. I’ve seen this coming for some time, and despite lots of arm waving saying it is not true, this is the most current, scientific, likely most accurate estimate.

The weakest state among the blue states on this map is New Hampshire. Look closely at New Hampshire on election night. If this map is shaping up as indicated here, AND New Hampshire looks weak, like maybe a Trump win, then we may well have the ultimate election night hangover on Wednesday. An electoral tie.

All the nay sayers out there (you know who you are) who have been telling me that my model must be wrong, because the polls show Clinton doing much better than my model, etc. etc., take heed now. That map, above, was from your precious polls. The following map is from my model, and it has a somewhat more secure win for Hillary Clinton.

ladenmodelnovember_3

I’m giving Florida and Nevada to Clinton, and New Hampshire is more secure. Frankly I think the most likely scenario is either one of the above two maps, or something in between, and that’s pretty much what is going to happen on election night. A trivial and incorrect way to calculate the likelihood of a tie is to look at all the different combinations (moving NH, NV, and FL around) but that is dumb, so I’m not going to do it. The extremes are probably less likely than the other combinations.

One prediction comes out of this that is rock solid. Tuesday night and Wednesday morning are going to be nail biters.

But wait, there’s more. Let’s have another look at the map, but applying the uncertainty in my model, in order to get one possible Election Night Bingo Card version. This map shows what states to watch, because they are the ones right in the middle between the two candidates.

ladenmodel_nov_4_withuncertainty

By the way, recent information out of Florida seemed very very positive with respect to that state. But that is only one study, using a methodology and a set of data never before used, in a highly dynamic and changing system, in an untrustworthy state. Comment such as “Yeah, but Florida is in the bag for Clinton” will be frowned upon.

Here’s the same deal, but based on polls instead of my model:

pollsonly_nove_4_withuncertainty

Now, lets try some Magical Thinking. From Trump’s perspective, consider that the polls have been shifting by about one percentage point towards Trump or away from Clinton per week over the last few weeks. So, let’s move one percentage point from Clinton to Trump across all the polls and see what we get.

We get this, the Map from Hell, in which Trump does not win, but the rest of us lose anyway.

screen-shot-2016-11-03-at-1-13-37-pm

The second Magical Thinking scenario involves the idea that Clinton, and the Democrats have a real ground game going, and Trump does not. In this scenario, we move 2.5% from Trump to Clinton across the board to reflect this political reality. This may be the case, but it could also be, as noted, wishful magical thinking. And, it looks like this:

screen-shot-2016-11-03-at-1-15-12-pm

A lot of people have been talking about a Clinton Landslide, but this is the best you are likely to get. And, if you want to call this a landslide, feel free, but it isn’t and you would be wrong.

And, finally, your election night watch list. This map shows as blue every state that remained blue in all of the above analyses, and as red every state that remained red in all of the above analyses. The unknown state are, therefore, states that have either moved back and forth depending on how you look at the data, or what are within a short distance, either by polling or by my model, of those states. This is actually a pretty robust list. I don’t expect any state not brown on this map to move, and some of the brown ones won’t either (Colorado will be Clinton, Georgia will be Trump). But, if things are wonkier and wackier than our imaginations even now let us allow, who knows…

screen-shot-2016-11-03-at-1-55-12-pm

Most Recent Polling Shows Tight Race

Trump’s chance of victory have doubled over the last two weeks,” notes FiveThirtyEight, and this is in accord with what I’ve been saying.

I suggested a few days ago that while Clinton would probably win, there is a nowhere near zero chance that she won’t. FiveThirtyEight came out with an analysis today very similar to mine, suggesting that Trump has abut a 3 in 10 chance of winning. Historically, races tighten near the end, I think FOR THIS REASON mainly, and that has been happening. The actual national difference between Clinton and Trump by Tuesday will probably be about 2.5 percent or so.

Now, before you jump in to tell me that the national number isn’t what counts, yada yada yada, let me note right away that I do know about the Electoral College and stuff.

Anyway, see this for my most recent Electoral College analysis, and I’ll have a new one out in a day or so, though I expect it to be similar.

Meanwhile, here are some notes on some of the more interesting and important races.

No cherry picking here. All of the really recent, high ranked (by FiveThirtyEight) polls in states of interest. All these polls were released over the last few days, though they may cover earlier days. The data are all taken from FiveThirtyEight, but using the original poll numbers, not FiveThirtyEight’s adjustment.

Note: Polls that weight on the basis of motivation seem to favor Trump; his voters say they are more likely to vote.

Arizona, when it isn’t busy shooting something, generally votes for the Republican. There was hope this would not happen this year, but the latest polls suggest otherwise
Arizona CNN/Opinion Trump +5
Arizona Emerson Trump +4
Arizona Google CS Clinton +5

Florida is a very important states, and there are signs of Clinton weakening there, but most indicators suggest a Clinton win. Also, the TargetSmart study (not shown here) indicates that 28% of Republicans who voted early are voting for Clinton.
Florida CNN/Opinion Clinton +2
Florida Google CS Trump +3
Florida Quinnipiac Clinton +1
Florida TargetSmart (Not rated by 538) Clinton +8

People mention Georgia now and then. We’ll be watching Georgia, because if Clinton wins there, the world has changed. But she won’t.
Georgia Emerson Trump +9
Georgia Google CS Trump +9

I’ve been predicting a Clinton win in Iowa, many polls indicate otherwise, the latest Google Consumer Survey suggests a Clinton win.
Iowa Google CS CLinton +7

Nevada. I hear people saying that Clinton has Nevada in the bag. She doesn’t. My model currently has her winning there, but clearly there is ambiguity.
Nevada CNN/Opinion Trump +6
Nevada Google CS Clinton +7

New Hampshire has not been declared a solid sate for anyone, yet many seem to insist it is solid for Clinton. It isn’t, but also, there isn’t much good polling there, so really, we don’t know.
New Hampshire Google CS Trump +1

North Carolina is totally uncertain for many reasons, including polling all over the map, an active voter suppression campaign by the Republican party, and because it is, well, North Carolina.
North Carolina Elon Clinton +1
North Carolina Google CS Trump +6
North Carolina Quinnipiac Clinton +3
North Carolina SurveyUSA Trump +7

Everyone I know who is from Ohio or lives in Ohio loves Ohio and hardly ever shuts up about it. Time to shut up about it! You’all are about to go for Trump, so you suck.
Ohio Google CS Trump +2
Ohio Quinnipiac Trump +5

Pennsylvania seems solidly Clinton, though if I recall, Pennsylvania has sometimes thrown a surprise. But not likely this year.
Pennsylvania CNN/Opinion Clinton +4
Pennsylvania Franklin & Marshall Clinton +11
Pennsylvania Google CS Trump +2
Pennsylvania Monmouth Clinton +4
Pennsylvania Quinnipac Clinton +5
Pennsylvania Susquehanna Clinton +2

We fully expect Clinton to take Virginia.
Virginia Emerson Clinton +4
Virginia Google CS Clinton +5
Virginia Hampton Trump +3
Virginia WaPo Clinton +6

How Will The Swing States Swing?

The election is one week off. I think I’ve convincingly demonstrated, here, that Clinton is likely but not certain to win, that Trump has something of a chance, but not a great one, and that the swing states, therefore, matter.

There are a lot of states that are called swing states but are not. There are non-swing states that are slowly becoming swing states. For example, Georgia and Texas may well be swing states for the next presidential election. Virginia has been considered a swing state for so long that this now reliably semi-progressive/centrist vote-for-the-Dems-for-POTUS state probably shouldn’t be considered a swing state any more. Of course, once a state is a swing state, it should probably not be trusted for several election cycles thereafter.

And, of course, there are swing states that are currently busy swinging back and forth and must be paid close attention to. Here are a few observations on this subset of swing states, based on this morning’s polling and my previous model. (A LOT, perhaps a record number, of polls came out over the last 36 hours, most of which are fairly low quality, and I’m mostly ignoring them.)

Right now, it looks like Trump will win Arizona. My model puts Arizona in Trump’s column. Before you object, FiveThirtyEight agrees with me.

My model puts Iowa in Clinton’s column, but polls disagree, and it looks like Iowa is going to be Trump. This may be where my model fails (likely, paying too much attention to Iowans of the past?) Or, this could be where I get to say, later, “I told you so.” This contrast has been developing for weeks, but there hasn’t been a lot of poling data.

Proposal: If Iowa votes for Trump, take Iowa out of the first slot for the next primary season. (Unless Trump wins the election, then, move to Iowa.)

Nevada really is very, very, close but all indicators suggest that Clinton will win Nevada. My model says Clinton will win Nevada.

New Hampshire probably is not on the table any more as an unreliable state, or a swing state. Does anyone know if this has anything to do with Massachusetts and New Hampshire cross border commuting and car insurance? Eric?

Even though my model is very iffy about North Carolina, it does give it to Clinton by a very small margin, and polls suggest that North Carolina is firmly Clinton.

My model currently puts Ohio barely in the Clinton column. Previous runs of this model put Ohio in Trump’s column. Polls suggest it is very iffy. FiveThirtyEight puts Trump one percent above Clinton, suggesting a fair sight better than 50-50 chance of Trump winning there.

Verily, Ohio is the swingiest of states.

I think everyone and every poll and every model is agreed: Pennsylvania is Clinton. But, Pennsylvania has pulled surprises in the past, so don’t turn your back on Pennsylvania. If you find yourself in the elevator with Pennsylvania, check your wallet.

People have been talking about Utah like it matters. It does not and never will. But it is interesting. Don’t confuse “interesting” with “matters.” Trump will win in Utah.

Are we done calling Virginia a “swing state” yet? Clinton.