Rc. Blair et W. Karniski, AN ALTERNATIVE METHOD FOR SIGNIFICANCE TESTING OF WAVE-FORM DIFFERENCE POTENTIALS, Psychophysiology, 30(5), 1993, pp. 518-524
Guthrie and Buchwald (1991) proposed an ad hoc procedure for assessing
the statistical significance of waveform difference potentials that m
ay arise in a variety of psychophysiology research contexts. In our pa
per, an alternative method is presented and demonstrated that has fewe
r underlying assumptions than does the Guthrie-Buchwald test and may,
therefore, produce better results in some situations. In particular, t
he test proposed here (a) is distribution free, (b) requires no assump
tion of an underlying correlation structure (e.g., first-order autoreg
ressive), (c) requires no estimate of the population autocorrelation c
oefficient, (d) is exact, (e) produces p values for any number of subj
ects and time points, and (f) is highly intuitive as well as theoretic
ally justifiable. This procedure may be used to carry out multiple com
parisons with exact specification of experimentwise error, however, th
is test is based on permutation principles and may require large amoun
ts of computer time for its implementation.