metaanalyseSmallSampleSizeExperiments | R Documentation |
Implements analysis of small sample size experiments based on Hedges and Olkin p128-131.
metaanalyseSmallSampleSizeExperiments(d, f, A)
d |
a vector of standardized mean differences for different experiments (not adjusted for small sample size) |
f |
a vector defining the degrees for each experiment |
A |
a vector defining the relationship between d and its related t value for each experiment |
UnweightedMean The unweighted mean of the small size adjusted standardized mean differences
WeightedMean The weighted mean of the small size adjusted standardized mean differences
VarWeightedMean The variance of the weighted mean
Barbara Kitchenham and Lech Madeyski
d=c(.461,.782,.513,.612,-0.131,-0.018,0.774,0.138,-0.482,0.333,.701,-0.222,
.399,.538,-0.19,0.833,0.512,0.601,-0.366,.510)
A=c(2/5,2/5,2/7,2/10,2/8,2/10,2/6,2/6,2/4,2/9,2/9,2/7,2/7,2/5,2/5,2/4,2/10,2/8,2/4,2/8)
f=c(8,8,12,18,14,18,10,10,6,16,16,12,12,8,8,6,18,14,6,14)
metaanalyseSmallSampleSizeExperiments(d,f,A)
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