the bell curve is one giant "type II" error

From: Jake Shannon (jakeshannon@usa.net)
Date: Thu Dec 10 1998 - 20:41:01 MST


"A null hypothesis is always one of status quo or no difference... A Type II
error occurs if the null hypothesis Ho is not rejected when in fact it is
false and should be rejected."
                    (David Levine, 1998)

Brian,
Hi, my name is Jake. I am a long time lurker and this is my first post to the
extropians list. I too have read the Bell Curve but find it somewhat
unpalatable. I consider myself an individualist and libertarian and thus
found much trouble with surveying errors in the book. It is essential to
examine the purpose of the survey, why it was conducted, and for whom.
Technically speaking, there are four types of survey error (Groves, R. M.,
Survey Errors and Survey Costs, New York: Wiley, 1989):
1. coverage error- results from the exclusion of certain groups of subjects
from this population listing so that they have no chance of being selected in
the sample.
2. nonresponse error- results from the failure to collect data on all subjects
in the sample.
3. sampling error- reflects the heterogeneity or "chance differences" from
sample to sample based on the probability of subjects being selected in the
particular samples.
4. measurement error- refers to inaccuracies in the recorded responses that
occur because of a weakness in question wording, an interviewer's effect on
the respondent, or the efoort made by the respondent.
 Murray and Hernnstein commit the first, third, and fourth errors IMHO. The
fact that they get a normal distribution when they sample a large group of
subjects should be no surprise to anyone familiar with undergraduate
statistics. The problem is one of GIGO (garbage in, garbage out). I met
Murray once while he was speaking in front of a decent sized libertarian
audience at Laissez Faire Books and he caught a lot of flack there and I doubt
there was anyone there who would consider themselves a "leftist". I wrote a
short non-technical piece and posted it to the web at the very bottom of
http://www.geocities.com/WallStreet/Exchange/6923/vol1_4.htm
Please read it critically (keep in mind I wrote it journalistically) and get
back to me if you don't agree with my conclusions...
With Liberty and Justice,
Jake

"Democracy is the recurrent suspicion that more than half
of the people are right more than half the time."
                            -E.B. White
                 http://www.eternalvigilance.org
 

"Democracy is the recurrent suspicion that more than half
of the people are right more than half the time."
                            -E.B. White
                 http://www.eternalvigilance.org

owner-extropians@extropy.com wrote:
I read the entirety of The Bell Curve, and checked over some of the
statistics behind the models, so I think I can claim to understand it.

The book makes the following arguments:
1) There is a significant positive correlation between IQ and economic
success.
2) There is a significant positive correlation between measured IQ and
'intelligence'.
3) A substantial part of IQ is hereditary.
4) To the extent that social and ethnic groups represent distinct gene
pools, they can have differences in average measured IQ.

All of these propositions were based on hard data, which was subjected to
exhaustive statistical analysis to filter out other correlations. The IQ
effect remains fairly large even after correcting for education level,
social status, age, and all sorts of other factors.

Of course, the authors were immediately denounced by the American Left,
which decrees that all people are identical and the only possible
explanation for any difference in outcomes is discrimination. Nevertheless,
their work remains the closest thing to scientific proof that I have ever
seen in the social sciences.

Billy Brown
bbrown@conemsco.com

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