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Length: 2108 (0x83c)
Types: TextFile
Names: »dprime.man«
└─⟦a0efdde77⟧ Bits:30001252 EUUGD11 Tape, 1987 Spring Conference Helsinki
└─⟦this⟧ »EUUGD11/stat-5.3/eu/stat/doc/dprime.man«
DPRIME(1) |STAT October 1985
NAME
dprime - compute d' and beta for signal detection data
SYNOPSIS
dprime [hit-rate false-alarm-rate]
DESCRIPTION
_▶08◀d_▶08◀p_▶08◀r_▶08◀i_▶08◀m_▶08◀e can be given two arguments: the hit-rate and the false-alarm-
rate, for which it will print d' and beta. Otherwise, _▶08◀d_▶08◀p_▶08◀r_▶08◀i_▶08◀m_▶08◀e reads
raw data from the standard input. If raw data are input, _▶08◀d_▶08◀p_▶08◀r_▶08◀i_▶08◀m_▶08◀e
assumes a two column input in which the first column tells whether
signal+noise or just noise were presented, and the second column tells
how the observer responded. The following strings can be used to
indicate affirmative answers
signal, yes, 1
while the following can be used to indicate negative:
noise, no, 0
Upper case forms for the above are allowed.
ALGORITHM
The value for d' is the Z value of the hit-rate minus that of the
false-alarm-rate.
d' = Z(hr) - Z(far)
This reflects the distance between the two distributions: signal, and
signal+noise. Though Z values can have any real value, normally
distributed ones are between -2 and 2 about 95% of the time, so
differences of twice that would be rare.
The value for beta is the ratio of the normal density functions of the
Z values used in the computation of d'. This reflects an observer's
bias to say `yes' or `no' with the unbiased observer having a value
around 1.0. A major reason for doing a signal detection analysis is
to get a measure of discrimination that is constant over observer
biases, but the invariance of beta is often not certain.
EXAMPLE
dprime .7 .4 # will print
hr far dprime beta
0.70 0.40 0.78 0.90
REFERENCE
The chapter on Theory of Signal Detection in Coombs, Dawes, and
Tversky's _▶08◀M_▶08◀a_▶08◀t_▶08◀h_▶08◀e_▶08◀m_▶08◀a_▶08◀t_▶08◀i_▶08◀c_▶08◀a_▶08◀l _▶08◀P_▶08◀s_▶08◀y_▶08◀c_▶08◀h_▶08◀o_▶08◀l_▶08◀o_▶08◀g_▶08◀y, 1970, Academic Press.
BUGS
The program has not been tested extensively.