TY - JOUR
T1 - A note on permutation tests of significance for multiple regression coefficients
AU - Long, Michael
AU - Berry, Kenneth
AU - Mielke, Paul
PY - 2007/4
Y1 - 2007/4
N2 - In the vast majority of psychological research utilizing multiple regression analysis, asymptotic probability values are reported. This paper demonstrates that asymptotic estimates of standard errors provided by multiple regression are not always accurate. A resampling permutation procedure is used to estimate the standard errors. In some cases the results differ substantially from the traditional least squares regression estimates.
AB - In the vast majority of psychological research utilizing multiple regression analysis, asymptotic probability values are reported. This paper demonstrates that asymptotic estimates of standard errors provided by multiple regression are not always accurate. A resampling permutation procedure is used to estimate the standard errors. In some cases the results differ substantially from the traditional least squares regression estimates.
UR - https://www.scopus.com/pages/publications/34250857992
U2 - 10.2466/pr0.100.2.339-345
DO - 10.2466/pr0.100.2.339-345
M3 - Article
SN - 0033-2941
VL - 100
SP - 339
EP - 345
JO - Psychological Reports
JF - Psychological Reports
IS - 2
ER -