TY - JOUR
T1 - A comparison of the independent-samples t-test and the paired-samples t-test when the observations are nonnegatively correlated pairs
AU - Pollak, Moshe
AU - Cohen, Jiska
PY - 1981
Y1 - 1981
N2 - An account of the behavior of the independent-samples t-test when applied to homoschedastic bivariate normal data is presented, and a comparison is made with the paired-samples t-test. Since the significance level is not violated when applying the independent-samples t-test to data which consist of positively correlated pairs and since the estimate of the variance is based on a larger number of 'degrees of freedom', the results suggest that when the sample size is small, one should not worry much about the possible existence of weak positive correlation. One may do better, powerwise, to ignore such correlation and use the independent-samples t-test, as though the samples were independent.
AB - An account of the behavior of the independent-samples t-test when applied to homoschedastic bivariate normal data is presented, and a comparison is made with the paired-samples t-test. Since the significance level is not violated when applying the independent-samples t-test to data which consist of positively correlated pairs and since the estimate of the variance is based on a larger number of 'degrees of freedom', the results suggest that when the sample size is small, one should not worry much about the possible existence of weak positive correlation. One may do better, powerwise, to ignore such correlation and use the independent-samples t-test, as though the samples were independent.
KW - Power
KW - Size
KW - t-test
UR - http://www.scopus.com/inward/record.url?scp=49149134409&partnerID=8YFLogxK
U2 - 10.1016/0378-3758(81)90023-9
DO - 10.1016/0378-3758(81)90023-9
M3 - ???researchoutput.researchoutputtypes.contributiontojournal.article???
AN - SCOPUS:49149134409
SN - 0378-3758
VL - 5
SP - 133
EP - 146
JO - Journal of Statistical Planning and Inference
JF - Journal of Statistical Planning and Inference
IS - 2
ER -