Imershein #8 Debrief - Cluster and Time Series Analysis

Re: Imershein #8 Debrief - Cluster and Time Series Analysis

by Sarah Imershein -
Number of replies: 0

I had a hard time finding autocorrelation published for mortality, so I used a conservative estimate.  But there is some literature showing mortality highly autocorrelated, as much as .8-.95 depending on diagnosis.  I ran a grid of more numbers for the exercise

80% power effect size t-test sample size Autocorrelation ratio (indep design/ITS) ITS sample size
0.03 4524 0.95 1.38 3278
0.03 4524 0.8 0.55 8225
0.03 4524 0.5 0.54 8378
0.03 4524 0.25 0.71 6372
0.03 4524 0.05 0.93 4865
0.05 1630 0.95 1.38 1181
0.05 1630 0.8 0.55 2964
0.05 1630 0.5 0.54 3019
0.05 1630 0.25 0.71 2296
0.05 1630 0.05 0.93 1753