ESTIMATING AN UNOBSERVED COMPONENT OF A SERIAL RESPONSE-TIME MODEL

被引：14

作者：

BLOXOM, B

机构：

[1] Department of Psychology, Vanderbilt University, Nashville, 37240, Tennessee

来源：

PSYCHOMETRIKA | 1979年 / 44卷 / 04期

关键词：

convolution; least squares estimation; nonparametric density estimation; serial model; spline function;

D O I：

10.1007/BF02296209

中图分类号：

O1 [数学];

学科分类号：

0701 ; 070101 ;

摘要：

A method is developed for estimating the response time distribution of an unobserved component in a two-component serial model, assuming the components are stochastically independent. The estimate of the component's density function is constrained only to be unimodal and non-negative. Numerical examples suggest that the method can yield reasonably accurate estimates with sample sizes of 300 and, in some cases, with sample sizes as small as 100. © 1979 The Psychometric Society.

引用

页码：473 / 484

页数：12

共 16 条

[1] ASHBY FG, UNPUBLISHED
[2] BONEVA LI, 1971, J ROY STAT SOC B, V33, P1
[3] Boor C. D., 1978, PRACTICAL GUIDE SPLI
[4] BURBECK SL, 1977, JUN M AC SOC AM U PA
[5] Fiacco A., 1990, NONLINEAR PROGRAMMIN
[6] FOURIER ANALYSIS OF REACTION TIME DATA
GREEN, DM
[J]. BEHAVIOR RESEARCH METHODS & INSTRUMENTATION, 1971, 3 (03): : 121 - &
[7] DETECTION OF AUDITORY SIGNALS PRESENTED AT RANDOM TIMES .3.
GREEN, DM
LUCE, RD
[J]. PERCEPTION & PSYCHOPHYSICS, 1971, 9 (3A): : 257 - +
[8] KOHFELD DL, UNPUBLISHED
[9] Kotz S., 1970, CONTINUOUS UNIVARIAT, V1
[10] ESTIMATION OF PROBABILITY DENSITIES AND CUMULATIVES BY FOURIER SERIES METHODS
KRONMAL, R
TARTER, M
[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1968, 63 (323) : 925 - &

← 1 2 →