May 28, 2005
Statistical Exhibits

Here are some of the statistical exhibits presented in court last week by consultant Clark Bensen --

King County Absentee Balance Sheet. He got to the 875 discrepancy the same way that I did, updated for subsequently discovered uncounted ballots.

Scattergram showing bias of unexplained surplus ballots in Gregoire precincts

Posted by Stefan Sharkansky at May 28, 2005 11:28 AM | Email This
Comments
1. Here is some food for thought.
The DNC tried to do this very same thing in FL 2000, but thanks to a RIGHT judgement, were denied.

If Fraudoire is able to pull this off, the DNC will KNOW that Hilly won't have any problems in 2008.

Bought and paid for!

Posted by: arky on May 28, 2005 12:25 PM
2. Stephan, I love this stuff.

I don't know if anyone else has made this observation, but it's entirely possible that this entire scope of statistical analysis used in support of an election challenge may, in the long run, may be used in later cases much as the way DNA evidence has gained in acceptance.

Even the scientific use of DNA is not always perfect. An uncle, for example, could have provided the material, rather than the subject in the dock. But still, there are some absolutes involved in both, and there are proving to be many ways to use stats in seeing how certain unknowns trend or to distinguish probabilities and conficence factors from noise.

Thanks again.

Posted by: scott158 on May 28, 2005 12:27 PM
3. Stefan,
It really goes back to Gregiore's call to "count every vote". She meant exactly what she said. Count every ballot that could be physically counted, regardless of if it was a legally valid ballot. This is the modeus operendi of the Democratic party. King County was her safety net. Dean Logan provide the party with this safety net.

Logan's contribution was to make a bad situation worse in King County. In his changing of the method/process used to tally cast ballots. Instead of re-enforcing and re-training their people in the correct procedures needed to make the existing system faster and more accountable. You now have a process in transition. Without any additional training provide to the elections workers. Training that they would need to reduce error rates with the new method/process.

This is a classic case of impending disaster by lack of experience with a new method. A situation that could be (and I think was) exploited, if needed, by the Democrat's. Who can later say, "see it was just simple errors, no real conspiracy here." The real trick is to blame "the system", not "the individauls" who ran it. Which is exactly what the Democrats are doing. Remember by Logan's own admission, King Couny's error rate is THREE times, what it was in 2000.

Posted by: Mike P on May 28, 2005 12:50 PM
4. Arky - that is scary, but you can bet that Hillary is following this closely and it makes sense. CG and Hilly are similar - corrupt to the core. Don't forget that McCain may be a candidate in 2008 - hard to tell about him.

As for Nicole Way, she may be an unsung hero - which unearthed the pathway to fraud ! and put a big crimp in the Democrat machinery.. time will tell !

Posted by: KS on May 28, 2005 12:58 PM
5. I listened to the May 27 arguments of counsel (in the TVW archive) this morning, and heard the Dems' lawyer argue in support of the motion to dismiss that the data indicating a bias in favor of Gregoire and against Rossi in the precincts with either more or less ballots than voters has not been explained by any expert testimony about the statistical analysis that would be needed to determine the significance of that data.

I didn't hear the GOP's lawyer rebut that assertion.

Was there any expert testimony provided by the petitioners to assist the judge in understanding that statistical evidence?

Posted by: Micajah on May 28, 2005 12:59 PM
6. Dems just can't stand to hear the word "fraud". It is laughable that they would keep banging that drum of "There isn't any fraud"

My FOOT there isn't any! Dino was robbed and that's the truth. We won't stop tellingthe truth.

Posted by: Michele on May 28, 2005 01:23 PM
7. And it occurs to me, going back to Nicole Way's testimony about seeing voter registrations WITH NO SIGNATURES getting entered into the KC system--I have to wonder if they are selective about THAt,too.

In other words, do they just go ahead and enter signature-less voter registrations into the system WHEN THEY'RE FROM SEATTLE, and then decide to 'follow the rules' when a signature-less registration comes in from, say, Sammamish and NOT enter it in??

Posted by: Michele on May 28, 2005 02:07 PM
8. The scattergram shows it all! There is no way this happended by accident!

Posted by: foxyroxy on May 28, 2005 05:08 PM
9. No way the discrepancies are random errors!

Posted by: Far Star on May 28, 2005 05:32 PM
10. Micajah hit upon an important item again - the R lawyers need to bring this up and make sure it sticks. The scattergram would make a credible statistical exhibit - that would show more clear and convincing evidence and that's what its all about - clear and convincing evidence of wrongful results due to fraud with a small f (namely distributed voter fraud).

Posted by: KS on May 28, 2005 05:43 PM
11. Thanks Stefan! Great to see this in black and white without the "fuzzy math" so favored by the Dems. This is the best evidence yet of your distributed voter fraud. Wish one of the big papers would trumpet this but (sigh) those days are long gone.
Have you forwarded this to some national pundit that could do that? Imagine the howls if say Rush or Sean did a big splash about it. You've got the gravitas to get their attention! Go for it!

BTW I wonder what payoff CG had for Logan in he'd pulled it off? And that btw is why I think Sam Reed (in the wind) is so whimpy on all this!

Posted by: Victor on May 28, 2005 07:26 PM
12. Where are those Seattle Precincts with the additional ballots located?
They look familiar....

Seattle 36-1770
Seattle 43-1774

Posted by: Deborah on May 28, 2005 07:35 PM
13. Stefan,
I found the name 'AMRAM' last name only, no first name, and no middle innitial in: SEATTLE 43-1774. How can a registration be valid with no first name and no middle initial?

On the king county site, https://www.metrokc.gov/elections/pollingplace/address.aspx,
With just his (?her) last name, NO first name entered, King County elections site gave the correct polling site. I tried it with my own name, MISSING the FIRST NAME, and it failed.
Sharks copy (of KC RnE DB) for this record also indicates a blank first name.

Gregg

Posted by: gregg on May 29, 2005 02:16 AM
14. "With just his (?her) last name, NO first name entered, King County elections site gave the correct polling site. I tried it with my own name, MISSING the FIRST NAME, and it failed."

My guess (not knowing your last name) is that there are others in the system with the same last name, and the database engine would only respond to unique matches. The bigger question is is it legal to be registered with a single name? I don't know, but as long as 1. it is your legal name, and 2. it is unique, it shouldn't be a problem.

As I understand it, if you want to change your name to batman, it is legal. But it does create opportunities for monkey business.

Posted by: Dogbert on May 29, 2005 08:10 AM
15. Thanks for posting this, Stefan, but before we get too excited about this, remember: King County went 58% for Gregoire, so you would expect more of the overvotes to show up in Gregoire precincts if there was only sloppy procedures and no fraud. I'm not saying this scattergram helps this election pass the smell test, just that it may not actually be as one-sided as it looks on the face if you don't take into acount what a normal distribution of errors should look like. In other words, this is certainly a piece, but not a smoking gun on its own.

Posted by: Marc on May 29, 2005 08:15 AM
16. I'm amused by the dems accusing the Reps of using "fuzzy math" to explain the fraud in this election. Of course, the Dem-wits use it as a term meaning "creative interpretation of the data with bias toward foregone conclusions". So for those trolls who haven't a clue, here is a definition of the *science*:

Fuzzy logic, a multivalued (as opposed to binary) logic developed to deal with imprecise or vague data. Classical logic holds that everything can be expressed in binary terms: 0 or 1, black or white, yes or no; in terms of Boolean algebra, everything is in one set or another but not in both. Fuzzy logic allows for partial membership in a set, values between 0 and 1, shades of gray, and maybe—it introduces the concept of the “fuzzy set.” When the approximate reasoning of fuzzy logic is used with an expert system, logical inferences can be drawn from imprecise relationships. Fuzzy logic theory was developed by Lofti A. Zadeh at the Univ. of California in the mid 1960s. However, it was not applied commercially until 1987 when the Matsushita Industrial Electric Co. used it in a shower head that controlled water temperature. Fuzzy logic is now used to optimize automatically the wash cycle of a washing machine by sensing the load size, fabric mix, and quantity of detergent. Fuzzy logic has applications in the control of passenger elevators, airliners, household appliances, cameras, automobile subsystems, and smart weapons.

(Just because you don't understand or value a system, doesn't invalidate it.)

Posted by: starboardhelm on May 29, 2005 08:42 AM
17. Marc and others,

Actually, the scattergram does show some pretty overwhelming circumstantial evidence that ballots were stuffed in pro-Gregoire precincts.

Draw a vertical line down through 40%, which is the percentage of votes that Rossi garnered in King County. This takes care of the 58-40% split - precincts to the right of the line were more 'pro-Rossi' than average, those to the left of the line were more 'pro-Gregoire' than average.

It shows that the precincts that lost ballots were evenly distributed (3 pro-Rossi, 3 pro-Gregoire, 1 on the line).

But look at the precincts that gained votes - 32 pro-Gregoire, 11 pro-Rossi. If a precinct gained votes it was 3 times more likely to be a pro-Gregoire precinct than pro-Rossi (again, taking into account the 58-40% split).

What are the odds that the precincts with ballots added are not evenly distributed, like those that lost ballots, but are 3 times more likely to be Gregoire precincts?

Posted by: Larry on May 29, 2005 09:04 AM
18. Fuzzy or not, a scattergram is a relatively common tool in statistics. This scattergram certainly do not look like what one would expect to see for an unbiased distribution of extra or deficient ballots, but I wonder if the sample size is sufficient to draw a conclusion of bias as the Republicans assert.

Since most people would not understand what the scattergram portrays, I would have preferred to have seen this compared to other scatter grams that showed what it should have looked like where no bias can be inferred.

I read in the paper this morning that this piece of evidence was disallowed by the judge. Is that true? If so, that's too bad, but this isn't the first problem I've seen in the Republican's case.

Posted by: Deadwood on May 29, 2005 09:08 AM
19. Comments posted by Marc and Larry illustrate the importance of doing what the petitioners apparently didn't do: offer expert testimony to aid the court in understanding the significance of the data.

If Gregoire received the majority of votes in most King County precincts, and if more precincts were affected by a discrepancy involving more ballots than voters rather than more voters than ballots, wouldn't there be more affected precincts on Gregoire's side of the graph? She won more precincts. More precincts had an excess of ballots compared to voters. More + More = Gregoire's side of the graph looks as though she benefited disproportionately from stuffed ballots.

Drawing a line one place or another might be an acceptable way to adjust for the differences and see if there is an actual bias -- but where's the testimony of a true expert who could tell the judge what an adjusted graph would look like?

Posted by: Micajah on May 29, 2005 09:18 AM
20. I feel the same way about the petitioners case. I think they drove all the way down the field, but I'm not sure they put it in the end zone. I'm wondering if they ended up settling for a field goal.

They proved the illegal ballots and the willful neglect of elections officials. They presented good circumstantial evidence of fraud, but I'm not sure how well they explained it. And in the absence of cameras being allowed in polling places, and since we'll never catch Logan or Huennekens or whoever actually stuffing ballots, circumstantial is as good as it'll get.

But how well did they explain this evidence and tie it back to the neglect? We know there are extra illegal ballots, it was the neglect of the elections officials that allowed the extra ballots, and the extra ballots show patterns of fraud.

Posted by: Larry on May 29, 2005 09:26 AM
21. "Drawing a line one place or another might be an acceptable way to adjust for the differences and see if there is an actual bias -- but where's the testimony of a true expert who could tell the judge what an adjusted graph would look like?"

That is what I was saying on a different thread - This can all be summed up in a very simple question to be put to an expert witness statitician: What is the probability that the observed distrubution of overvotes can be attributed to random chance?

Even the donk statisticians wouldn't be able to wiggle out of that.

Posted by: Dogbert on May 29, 2005 09:36 AM
22. Dogbert - are you by chance a TABS member?

If not, you should be. Send me an e-mail when you get a chance - budaiguana at hot mail dot com. I'll explain to you why you should be based on some comments you made a few days ago (Andy, you and I were commenting about a similar topic).

Posted by: BananaLand (aka Iguana) on May 29, 2005 09:51 AM
23. According to the TVW audio recording, Judge Bridges ruled that the petitioners couldn't introduce -- even for illustrative or demonstrative purposes -- the "scatter graph".

That was May 25 at 4 hr 24 min on the recording.

So, we can look at the graph, but the court won't be looking at it. It is not an exhibit in the trial for any purpose whatsoever.

Posted by: Micajah on May 29, 2005 12:20 PM
24. Even the donk statisticians wouldn't be able to wiggle out of that.

Sorry, but I must play devil's advocate and suggest that you are introducing a false dichotomy by implying that any such correlations must either be the result of chance or wilful misconduct. There is a third possibility, which is that there may be some common factors which affect both the percentage of votes Rossi receives in a precinct and the likelihood of ballots there being overcounted or undercounted.

Posted by: supercat on May 29, 2005 12:46 PM
25. supercat,

What, then, do you advocate as the possible common factors which caused there to be either too many ballots or too few, relative to the number of voters known to have cast ballots -- and to have caused the difference in distribution of those discrepancies?

Posted by: Micajah on May 29, 2005 02:16 PM
26. //What, then, do you advocate as the possible common factors which caused there to be either too many ballots or too few, relative to the number of voters known to have cast ballots -- and to have caused the difference in distribution of those discrepancies?//

There are many things it theoretically could be. Note that I believe the simplest answer is in fact the dominant one, but there are probably many variables which are roughly correlated with precincts' political slants. These include per-capita income or intelligence of voters, per-capita spending on election personnel, local availability of good election workers, etc. Even if such factors should not account totally for the odd distributions of votes observed, they would tend to pull them far closer to a level that could result by chance.

Posted by: supercat on May 29, 2005 02:44 PM
27. Keep in mind that the 875 ballots in excess of voters were absentee ballots.

Polling place workers have nothing to do with that, since they don't credit voters with casting absentee ballots even when the ballots are properly cast at polling places (rather than being mailed) by putting them into sealed, signed envelopes and placing them in the side bin of the ballot box for later verification and crediting.

Spending on the processing of absentee ballots is the same, no matter which precinct they came from -- it's all the same people doing the processing of the absentee ballots.

If per capita income or intelligence of voters could make a difference, how did the rich/poor or smart/dull voters make their absentee ballots disappear?

If the discrepancy is the other way around, how did the rich/poor or smart/dull make more absentee ballots appear than the number of voters known to have cast absentee ballots?

Posted by: Micajah on May 29, 2005 03:52 PM
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