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A most-helpful statistics site
Jun 25th, 2006 by JTJ

From the good folks at Internet Scout:

HyperStat Online [Last reviewed December 19, 1997]
http://davidmlane.com/hyperstat/

Does the mere mention of the phrase “sampling distributions” bring a tingle
to your spine? Visitors to this site will fear this basic concept of
statistics (along with many others) no longer, as it does a fine job of
explaining them in a fashion that is both lucid and jargon-free. Created and
maintained by Professor David M. Lane of Rice University, the HyperStat
Online site contains an online introductory statistics textbook, complete
with sections on normal distributions, confidence intervals, prediction, and
the logic of hypothesis testing. Each section contains a number of discrete
subsections, and users can feel free to browse around at their leisure.
Professor Lane has also included a number of external links to related
resources, including a visual statistics site by David Krus of Arizona State
University and a “Stat Primer”, authored by Bud Gerstman of San Jose State
University. Overall, this site is tremendously helpful, and will be of great
assistance to those entering the world of statistics for the first time.
[KMG]
Challenging the DATA of conventional wisdom
Jun 12th, 2006 by JTJ

Kudos this morning to National Public Radio's reporting on a Duke professor who thought the numbers on Chinese engineering grads seemed a little off kilter.

Figures on Chinese Engineers Fail to Add Up
http://www.npr.org/templates/story/story.php?storyId=5478159

Listen to this story... by  


Morning Edition, June 12, 2006 · A report cited in The New York Times
and quoted on the House floor claimed China graduates nine times as
many engineers as the U.S. Skeptical, a Duke professor had students
check the numbers.





Measuring the quality of life in your town
Jun 7th, 2006 by JTJ

Hats off to Data Envelopment Analysis (DEA).” 

From the Kansas City Star.
Our tax dollars at work: Who's doing the best job?
We find hidden facts, and some surprises, on who’s giving you the most for your money.



Think about how carefully your town spends your money. Maybe you
haven’t a clue. Maybe you harbor hunches. Definitely, you should know.


We just screwed up your weekend. Sorry.
May 5th, 2006 by JTJ

From time to time, we've been criticized — all in a loving manner, though — about posting items that become time sinks for those who click on the link.  The Web 2.0 Awards applications come to mind.  OK, we're guilty.  But here comes another one thanks to Marylaine Block at “Neat New Stuff I Found This Week” http://marylaine.com/neatnew.html   Copyright, Marylaine Block, 1999-2006.

deaFlow: Discussion about innovation and creativity
http://ideaflow.corante.com/
“The chief blogger has been busy launching Corante's Innovation Hub and hasn't been blogging much lately, but she links here to 21 of “the best and brightest blogging minds writing about innovation and creativity from many different perspectives.”

Click on the link at your peril.



The network of goverance
May 4th, 2006 by JTJ

We recently stumbled across the following resource from the 

Complexity and Social Networks Blog

  Check out….

The Program on Networked Governance

“The traditional notion of hierarchical, top down,
government has always been an imperfect match for the decentralized
governance system of the US. However, much of what government does
requires co-production of policy among agencies that have no formal
authority over each other, fundamentally undermining the traditional
Weberian image of bureaucracy. Networked governance refers to a
growing body of research on the interconnectedness of essentially
sovereign units, which examines how those interconnections facilitate
or inhibit the functioning of the overall system. The objective
of this program is two-fold: (1) to foster research on networked
governance and (2) to provide a forum to discuss the challenges
of networked governance.”

Also, see

“… an entry by Andrew Bond posted a few weeks ago in his blog “Analytical Visions”.

senate_netw.jpg

“Andy recently published a follow up on US senate voting patterns. One of the Program on Networked Governance research projects called “Connecting to Congress
is collecting a lot of data on how the Internet might transform
Congress ways of connecting citizens to elected officials so we are
always interested in that type of research. We will also use SNA with
some parts of the data during the course of the project. Related to
Andy's post is a paper by Wang/Mohanty/McCallum that draws on voting records from the US Senate and UN.
Their SNA simultaneously discovers groups of entities and also clusters
attributes of their relations, such that clustering in each dimension
informs the other. In short, legislators many times cluster around a
topic regardless of their party membership.

“Finally, if you have ever wondered who supported who's bill in congress you should check out the embedded link.




Those cities keep sprawling, apparently
May 4th, 2006 by JTJ

Some questionable methodology here, but still worth taking a look.

Measuring Urban Sprawl

By CCAer

The
Neptis Foundation, a Toronto-based organization that focuses on urban
development, has utilized satellite and air photo data to create a 8.7
billion data cell image depciting land development in the United
States. According to a paper entitled “Causes of Sprawl: A Portrait
form Space” that will be appearing the Quarterly Journal of Economics,
Pittsburgh is more sprawling than Miami and recent sprawling than Miami and recent development in Boston is more scattered than in Los Angeles.[
more]


Google in the 3D modeling business?
May 2nd, 2006 by JTJ

Interesting new tool from the folks at Google.  If Sketchup follows the evolutionary line of Google Maps, we can expect to see some interesting mash-ups in coming weeks.  We are looking forward to some flowchart models that can be annotated with URL and comments.  But until then….

The modeling tool SketchUp has long been a
favorite of designers, architects, and hobbyists who have used
the powerful program to render 3D images of their ideas. In
March, search-engine giant and emerging software powerhouse
Google acquired SketchUp developer @Last Software. Last week,
Google
SketchUp
was quietly released to the public. The program
has been made completely free for personal use, and it
includes tools for integrating your creations with
Google
Earth
or uploading them to Google's 3D
Warehouse
gallery.

Google is establishing a
pattern of acquiring software companies and releasing free
versions of their programs. As with Keyhole (now
Google
Earth
) and Picasa,
Google hopes to make SketchUp popular with its massive Web
audience. We get very cool free software, and Google gains new
users, loyal customers, and a potential avalanche of
third-party content added to Google Earth.


It might
appear at first that the free version of SketchUp has been
watered down, but you'll find most of its same functionality
in an easier-to-use interface. The creative possibilities are
endless, and included video tutorials will get you up and
modeling in no time. Not only can Google SketchUp create
detailed structural models, it can also be used as a more
general conceptual visualization tool for everything from
games and art projects to work flows and engineering.


Take Google SketchUp for a spin, and let us know what
you think. Then
see
what others have to say
about Google's latest software or
add
a review of your own
.

Finally, if you're a fan of
CNET
Download.com and are willing to back it up with an
Internet vote, please help support us by voting for
Download.comWebby's
People's Voice
competition. Voting ends this week.


Peter Butler
Senior Editor, CNET Download.com



Roll your own GPS system on your laptop
Apr 26th, 2006 by JTJ

Build Your Own Web-Based GPS Tracking System


By Martin Flynn


Having your own Web-based mobile Global Positioning System (GPS)
tracking system doesn't have to be a complicated and expensive
ordeal. Now you can build your own simple mobile GPS tracking system
from a laptop and have the data delivered right to your own computer.
With the addition of a Web server–and a Google Maps client-side
JavaScript–you'll be able to see the data via the Web on an
interactive map.[more]


Here's why newspapers — all of journalism? — is in ill-health
Apr 26th, 2006 by JTJ

Rewarding Risk
Taking
So How Do We Reward
Risk-Taking?
  
by Robert
Tucker, president of The Innovation
Resource

Five years ago, appliance makers Maytag
and Whirlpool both faced a
recessionary environment, intense global competition, and products
that
consumers could not tell apart. Maytag elected to hunker down and
cut
costs while Whirlpool took a different tack. Under then-CEO
Dave
Whitwam, the company launched an all-out, enterprise-wide initiative
to
develop a core competency in innovation. Not having a cookbook
to
follow, they experimented with how best to reward risk-takers
and
foster a culture where ideas were welcomed, supported, and
funded.

Now the results are in. Maytag, a once-great
American brand, cost
cut its way to near-oblivion, while a reenergized Whirlpool grew by
36
percent into a global appliance powerhouse. Whirlpool is in the
final
stages of buying up Maytag for a fraction of its former
worth.

More and more companies are embracing
Whirlpool's strategy as they
see the limits of Maytag's. Yet in attempting to drive organic
growth
to supplement acquisitions, companies routinely find they lack
the
champions and risk-takers needed to dream up and execute bold
new
ideas. “We've been operationally-minded for so long,” they tell
me,
“that we are having trouble finding entrepreneurially-minded folks
to
lead the charge.”
[more]



Yeah, but where did YOU get those numbers?
Apr 22nd, 2006 by JTJ

We continue to appreciate Carl Bialik's column at the WSJournal web site.  Here are some valuable reminders from this week.







THE NUMBERS GUY


By CARL BIALIK




Measuring the Child-Porn Trade
April 18, 2006

[nowides]

Unlike, say, the soft-drink or airline industries, the
child-pornography industry doesn't report its annual sales to the
Securities and Exchange Commission.

Yet in a press release1
ahead of a recent House of Representatives hearing aimed at curbing the
industry, Texas Republican Joe Barton said, “Child pornography is
apparently a multibillion … my staff analysis says $20 billion-a-year
business. Twenty billion dollars.” Some press reports said the figure
applied only to the industry's online segment. The New York Times reported2,
“the sexual exploitation of children on the Internet is a $20 billion
industry that continues to expand in the United States and abroad,”
citing witnesses at the hearing. (The Online Journal's Real Time column3
also quoted the estimate from the hearing.)

My efforts this week to track down the number's source — and free-lance journalist Daniel Radosh's similar quest4
on his blog — yielded lots of dead ends. It turns out it can be easier
to enter a big number into the Congressional record, and national press
coverage, than to locate its origin. (Numbers Guy reader Brian Flanagan
suggested I look into the estimate.)

What was Rep. Barton's staff analysis? A spokesman for
the House Energy and Commerce Committee told me the source of the
number was the National Center for Missing and Exploited Children, a
group that advocates for the protection of children. When I first
talked with that group's president, Ernie Allen, he told me that
Standard Chartered bank, which has worked with the NCMEC to cut off
funding to child-porn traffickers, wanted a quantitative analysis of
the problem, so it asked for a measurement from consulting firm
McKinsey & Co.

Mr. Allen faxed me an NCMEC paper that cites the
McKinsey study in placing the child-porn industry at $6 billion in
1999, and $20 billion in 2004.

But a
McKinsey spokesman painted a different picture for me: “The number was
not calculated or generated by McKinsey,” he wrote in an email.
Instead, for a pro bono analysis for Standard Chartered, he said,
McKinsey used a number that appeared in a report5
last year by End Child Prostitution, Child Pornography and Trafficking
of Children for Sexual Purposes, an international advocacy group.

But the trail didn't end there: That report, in turn, attributed the number to the Federal Bureau of Investigation, as did a report6
last year from the Council of Europe, a Strasbourg, France-based
human-rights watchdog. Both of those reports noted that estimates range
widely, from $3 billion to $20 billion.

FBI spokesman Paul Bresson told me in an email, “The
FBI has not stated the $20 billion figure… . I have asked many people
who would know for sure if we have attached the $20 billion number to
this problem. I have scoured our Web site, too. Nothing!”

I went back to the NCMEC Monday and shared what I
found. In an email response, spokeswoman Joann Donnellan said, “If it
is determined that this ends up not being a reliable statistic, NCMEC
will stop citing McKinsey as the source and will also stop citing a
specific number. Rather, NCMEC will revert to what it has said
previously… that commercial child pornography is a multi-billion dollar
industry.”

This isn't the first number from the NCMEC that struck
me as questionable. The group provided the estimate that one in five
children is sexually solicited online, which appeared in public-service ads7 distributed by the Ad Council. The stat has received a fresh round of publicity thanks to donated air time8 from MySpace, a site popular with teens. As I wrote9
last year, the “one in five” estimate was based on research that was
five years old which only covered children who spent time online. The
survey also used a broad definition of sexual solicitation. Yet the
stat persists. The NCMEC told me10

last July it hoped to have new research by the end of last year. Now,
spokeswoman Tina Schwartz says the group expects new research to be
released in the next couple of months.

* * *

As Congress debates whether to pass new laws
specifically outlawing online gambling, a recent poll appears to show
that the public is strongly against the legislative effort: Almost 80%
of Americans oppose a ban, according to the survey.

The poll was conducted by well-known polling firm Zogby International on behalf of an online gambling trade group. As I've written11
in the past, such sponsored research warrants extra scrutiny from
readers, though the fact that the poll was commissioned by a
special-interest group isn't by itself a reason to dismiss it.

Still, in this case, it appears that the sponsor of
the poll influenced the way it was conducted, particularly in the way
the questions were phrased. Here's one question: “Many gambling experts
believe that Internet gambling will continue no matter what the
government does to try to stop it. Do you agree or disagree that the
federal government should allocate government resources and spend
taxpayer money trying to stop adult Americans from gambling online?”
Some 77% of respondents disagreed.

Here's another question: “More than 80% of Americans
believe that gambling is a question of personal choice that should not
be interfered with by the government. Do you agree or disagree that the
federal government should stop adult Americans from gambling with
licensed and regulated online sports books and casinos based in other
countries?” You probably won't be surprised to learn that after being
told that most Americans don't want the government to interfere, some
71% of the respondents to this question signaled they, too, were
against a government ban.

The results of the poll were posted on the gambling trade group's Web site12 and emailed to journalists.

The gambling questions “were fair and balanced, and
gave the respondent appropriate choices,” Fritz Wenzel, spokesman for
Zogby International, told me in an email. (Zogby does many political
polls separate from interest-group-backed research, including polling
on the 2004 presidential race and 2006 gubernatorial and Senate races
for the Online Journal.)

Polling experts disagreed when I showed them the poll.
Cliff Zukin, president of the American Association for Public Opinion
Research, a professional association of pollsters, told me the
questions are “loaded and biased.” Prof. Zukin added that if any of his
students at Rutgers University wrote such questions, “I would fail
them.”

Robert Blumenfeld, an El Paso, Texas-based attorney for the Antiguan Offshore Gaming Association13,
told me the trade group paid “less than $10,000” for the poll. The
Antiguan group, which represents more than a dozen online casinos,
drafted the questions with guidance from Zogby, Mr. Blumenfeld said. He
disagreed with the suggestion that the phrasing of the questions might
have influenced the results, but said the group would conduct further
polling. “We're willing to put the question in a way that can't be
subject to any kind of criticism,” Mr. Blumenfeld said.

Mr. Blumenfeld said the group is using the results of the poll in its lobbying efforts to fight an online gambling ban.

It's not unusual for pollsters to conduct polls for
hire. Many pollsters make their reputations with political polling, and
make their money with sponsored polling. Still, Zogby's poll didn't
meet certain standards14
set by the polling professional association headed by Prof. Zukin,
which say, among other things, that pollsters should ask unbiased
questions.

Zogby International and its chief executive, John
Zogby, are well known in the polling world. Yet Mr. Zogby has at times
lent his firm's credibility to polls conducted for sponsors and filled
with leading questions, as a New Yorker profile15
in 2004 noted. One poll funded by People for the Ethical Treatment of
Animals asked respondents if they would stop eating meat or dairy
products “if you knew that within days of birth, chickens have their
beaks seared off with a hot blade to keep them from pecking each other
in their overly crowded cages?”

Other Zogby polls addressing gambling have had conflicting results. A poll16
conducted by Zogby on behalf of the New York Council on Problem
Gambling, in 2004, found that 67% of respondents said that expanding
gambling by the State of New York will definitely or probably increase
the number of people with gambling problems.

The Zogby poll wasn't the only recent survey on online
gambling to include what I'd consider leading questions. A Harris
Interactive online poll17,
conducted in February and mentioned in several news outlets (including
the Online Journal) found — among other things — that 27% of
respondents strongly agreed with the statement “since there is no
effective way to regulate or control Internet gambling, it should
remain illegal,” and 27% of respondents somewhat agreed.

The phrasing of that question seems to make an
assumption (the impossibility of regulation) that could have influenced
responses. Humphrey Taylor, chairman of the Harris Poll, told me that
the question was deliberately designed to “see how different arguments
played.” He said he wouldn't use the response to that particular
question, which he called “projective,” to determine whether people
support legalizing online gambling. “In any release we do, we are fair
and balanced, but any single projective question may not be,” Mr.
Taylor said, adding that the poll wasn't sponsored.

* * *

Several readers wrote in about my column18 last week on the number of illegal immigrants in the U.S. Here's an excerpt from one letter:

As a result of my own experience attempting to
estimate the number of workers employed in California seasonal
agricultural work during my Ph.D. research, I feel qualified to doubt
the validity of any estimation method based on the U.S. census of
population. While attempting to use census data from rural California
counties to estimate the accuracy of two different state employment
service reports on agricultural employment, I encountered discrepancies
among the three sources of as much as 300%, with the census data always
being the lowest. Conversations with friends in the urban Chicano
community confirmed my suspicion that illegal residents were
effectively avoiding enumeration. Perhaps the data collection has
improved, but it's doubtful that people who want to avoid government
scrutiny will make themselves available.

–Sue Hayes, professor of economics, Sonoma State University

Several readers also wrote in about my comment that
scientific notation is likely to be adopted soon after the U.S. adopts
the metric system:

We've lost enough dollars and lives because of
continuing confusion between our systems of inches vs. millimeters and
pints vs. liters, but the idea of mass re-education of the entire
American public and mass retooling of manufacturing is frightening.

–Pearl Ladenheim

I would like to suggest a column on the status of
metric conversion in the U.S. Is there hope or are we going to continue
to bury our heads in 10 tons of sand (which is 20,000 pounds or 10,000
kilograms which, in turn, is 22,000 lbs)?

–Richard J. Behling

And finally, I got this letter about an Associated Press article19 on a Malaysian man who received a $218 trillion phone bill.

Of course it's amusing that the man received an absurdly high phone bill. But the really
funny part, in my opinion, is the AP journalist's analysis: “It wasn't
clear whether the bill was a mistake, or if [the] phone line was used
illegally.” $218 trillion?!? Hmm… I think it's pretty clear.

–Ray Weaver

Write to Carl Bialik at numbersguy@wsj.com20

Corrections & Amplifications:

A letter in an earlier version of this column incorrectly stated the number of pounds, or kilograms, in a ton.

  URL for this article:
http://online.wsj.com/article/SB114485422875624000.html

  Hyperlinks in this Article:
(1) http://energycommerce.house.gov/108/News/04042006_1840.htm

(2) http://www.nytimes.com/2006/04/05/washington/05porn.html?ex=1301889600&en=3be2262e97e48a40&ei=5090&partner=rssuserland&emc=rss

(3) http://online.wsj.com/article/SB114434417735419002.html

(4) http://www.radosh.net/archive/001481.html

(5) http://www.ecpat.net/eng/publications/Cyberspace/PDF/ECPAT_Cyberspace_2005-ENG.pdf

(6) http://www.coe.int/T/E/Legal_affairs/Legal_co-operation/Combating_economic_crime/8_Organised_crime/Documents/Report2005E.pdf

(7) http://www.adcouncil.org/default.aspx?id=56

(8) http://online.wsj.com/article/SB114463105359921424.html

(9) http://online.wsj.com/public/article/SB110617073758830511.html

(10) http://online.wsj.com/public/article/SB112241437616196575.html

(11) http://online.wsj.com/public/article/SB111219863592293188.html

(12) http://www.onlinegamblingmythsandfacts.com/polls.htm

(13) http://www.aoga.ag/index.html

(14) http://www.aapor.org/pdfs/AAPOR_Code_2005.pdf

(15) http://www.newyorker.com/fact/content/?041018fa_fact5

(16) http://www.nyproblemgambling.org/zogby%20information.htm

(17) http://online.wsj.com/article/SB114054162820679165.html

(18) http://online.wsj.com/public/article/SB114417580940516769.html

(19) http://www.usatoday.com/news/offbeat/2006-04-10-malaysia_x.htm

(20) mailto:numbersguy@wsj.com

(21) http://online.wsj.com/public/page/0,,2_1125,00.html

(22) http://online.wsj.com/public/page/0,,2_1125,00.html

(23) mailto:numbersguy@wsj.com

(24) http://online.wsj.com/email

(25) http://WSJ.com/NumbersGuy

(26) http://online.wsj.com/xml/rss/0,,3_7028,00.xml

(27) https://users2.wsj.com/WebIntegration/WebIntegrationServlet?call=A_EC

(28) https://users2.wsj.com/WebIntegration/WebIntegrationServlet?call=A_EC

(29) http://online.wsj.com/reg/page/0,,5_3017,00.html

(30) http://online.wsj.com/article/0,,the_daily_fix,00.html

(31) mailto:numbersguy@wsj.com
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