E-Letter responses to:
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- p-forum:
Ulrich Hoffrage, Samuel Lindsey, Ralph Hertwig, and Gerd Gigerenzer
- MEDICINE:
Communicating Statistical Information
Science 2000; 290: 2261-2262
[Summary]
[Full text]
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Published E-Letter responses:
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Response to "An Uninformative Example"
- Ulrich Hoffrage
(26 January 2001)
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An Uninformative Example
- Philip Taylor
(17 January 2001)
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Response to "An Uninformative Example" |
26 January 2001 |
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Ulrich Hoffrage Max Planck Institute for Human Development
Respond to this E-Letter:
Re: Response to "An Uninformative Example"
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A Chain of Inference
There is a chain of inference involved when using DNA evidence in
court. From a reported match, one may want to infer (i) the probability
that the person for whom the match is reported actually has the same DNA
profile, (ii) the probability that this person is the source of the trace
recovered from the crime scene, and finally (iii) that the person is guilty.
In our study, which is briefly summarized in the Policy Forum of 22 December 2000, we tested participants for both the first and the second type
of inference.
For the first type of inference, one does not need to know the “size
of the pool of people from whom the actual criminal might be found,” to
use Philip Taylor’s phrase. What one needs, instead, is the base rate of
the profile in the population. For the second type of inference, one does
indeed need to factor in the “size of the pool” of potential sources. We
specified the size of this pool to the participants in our study, but due
to space limitations, we did not mention this information in the Policy
Forum. For the third type of inference, the probability of guilt given a
reported DNA match, one has to specify the prior probability of guilt.
Neither the DNA statistics, nor the “size of the pool of people from whom
the actual criminal might be found,” nor the combination of both would be
sufficient to calculate this prior probability, and thus allow an
inference of the probability of guilt. To see why, imagine one would know
for certain that a particular person is the source of a DNA sample
recovered from a crime scene. Thus, this probability (source given match)
would equal 1, but it is still possible that the person left the DNA
sample there without being the perpetrator of the crime, or that someone
else planted it there.
Ulrich Hoffrage, Samuel Lindsey, Ralph Hertwig, Gerd Gigerenzer |
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An Uninformative Example |
17 January 2001 |
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Philip Taylor, Physicist Case Western Reserve University
Respond to this E-Letter:
Re: An Uninformative Example
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In the legal example given in this article, the authors go to some
length to describe the parameters of the problem. They list the
sensitivity, the base rate for DNA matching, and the false-positive rate.
All this information, however, is meaningless without a specification of
the size of the pool of people from whom the actual criminal might be
found. There can only be a "correct" inference within the context of an
assumption about this number. With a pool of only two suspects, the
probability of guilt is 99.7%, but with a pool of 80 million it drops to 4
millionths. In the absence of any mention of this fact, the tabulation of
how many professionals and students would have rendered a verdict of
"guilty" is not very enlightening. |
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