search for: aita

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2017 Jun 29
2
Change Rcode for a meta-analysis(netmeta) to use a random effects model instead of a mixed effects model
...vents_n, N, Study_ID, data = All) meta::metareg(mtpr, ~Treatment*Event_Type) A part of the dataset: Study| Event Type| Treatment| Number of Events (n)| N| n/N| Kumaravel| Complications| EF| 3| 23| 0,1304348| Franck| Complications| EF| 2| 20| 0,1| Schonnemann| Complications| EF| 8| 30| 0,2666667| Aita| Complications| EF| 1| 16| 0,0625| Hove| Complications| EF| 31| 39| 0,7948718| Andersen| Complications| EF| 26| 75| 0,3466667| Krughaug| Complications| EF| 22| 75| 0,2933333| Moroni| Complications| EF| 0| 20| 0| Plate| Complications| IMN| 3| 30| 0,1| Chappuis| Complications| IMN| 4| 16| 0,25| Gradl...
2017 Jun 26
3
Model studies in one analysis using treatment as a five level moderator in a meta-regression
...help me with the R code to do this? Your help would be very much appreciated. Thank you, Jay Study| Event Type| Treatment| Number of Events (n)| N| n/N| Kumaravel| Complications| EF| 3| 23| 0,1304348| Franck| Complications| EF| 2| 20| 0,1| Schonnemann| Complications| EF| 8| 30| 0,2666667| Aita| Complications| EF| 1| 16| 0,0625| Hove| Complications| EF| 31| 39| 0,7948718| Andersen| Complications| EF| 26| 75| 0,3466667| Krughaug| Complications| EF| 22| 75| 0,2933333| Moroni| Complications| EF| 0| 20| 0| Plate| Complications| IMN| 3| 30| 0,1| Chappuis| Complications| IMN| 4| 16| 0,25|...
2017 Jun 29
0
Change Rcode for a meta-analysis(netmeta) to use a random effects model instead of a mixed effects model
...eta::metareg(mtpr, >~Treatment*Event_Type) > >A part of the dataset: > >Study| Event Type| Treatment| Number of Events (n)| N| n/N| >Kumaravel| Complications| EF| 3| 23| 0,1304348| >Franck| Complications| EF| 2| 20| 0,1| >Schonnemann| Complications| EF| 8| 30| 0,2666667| >Aita| Complications| EF| 1| 16| 0,0625| >Hove| Complications| EF| 31| 39| 0,7948718| >Andersen| Complications| EF| 26| 75| 0,3466667| >Krughaug| Complications| EF| 22| 75| 0,2933333| >Moroni| Complications| EF| 0| 20| 0| >Plate| Complications| IMN| 3| 30| 0,1| >Chappuis| Complications|...
2017 Jun 26
0
Model studies in one analysis using treatment as a five level moderator in a meta-regression
...d. > > > Thank you, > > > Jay > > > Study| Event Type| Treatment| Number of Events (n)| N| n/N| > > Kumaravel| Complications| EF| 3| 23| 0,1304348| > > Franck| Complications| EF| 2| 20| 0,1| > > Schonnemann| Complications| EF| 8| 30| 0,2666667| > > Aita| Complications| EF| 1| 16| 0,0625| > > Hove| Complications| EF| 31| 39| 0,7948718| > > Andersen| Complications| EF| 26| 75| 0,3466667| > > Krughaug| Complications| EF| 22| 75| 0,2933333| > > Moroni| Complications| EF| 0| 20| 0| > > Plate| Complications| IMN| 3| 30| 0,1...
2007 May 11
0
EM covergence problem
...ls][class] E_step = function(alpha,Beta){#calc posterior of H tmpH = matrix(,nrow = 1000,ncol =3) lprobs = logProbInd(Beta) for(i in 1:3){#classes tmpH[,i] = alpha[i]*exp(lprobs[,i]) } H = tmpH /apply(tmpH,1,sum) return( H) } M_step = function(H,Beta){ #first part use direct estimation aita = apply(H,2,sum)/1000 opt.c = optim(Beta,Q2,H=H,method="BFGS",control = list(fnscale = -1)) lik = opt.c$value return(c(aita,opt.c$par,lik)) } #EM loops alf = c(0.33,0.33,0.33) Bt = seq(0.1,0.6,by=0.1) sc = rep(-8000,5) i=1 while(T){ H= E_step(alpha=alf,Beta=Bt) theta = M_step...
2017 Jun 26
1
Model studies in one analysis using treatment as a five level moderator in a meta-regression
...t;> >> >> Study| Event Type| Treatment| Number of Events (n)| N| n/N| >> >> Kumaravel| Complications| EF| 3| 23| 0,1304348| >> >> Franck| Complications| EF| 2| 20| 0,1| >> >> Schonnemann| Complications| EF| 8| 30| 0,2666667| >> >> Aita| Complications| EF| 1| 16| 0,0625| >> >> Hove| Complications| EF| 31| 39| 0,7948718| >> >> Andersen| Complications| EF| 26| 75| 0,3466667| >> >> Krughaug| Complications| EF| 22| 75| 0,2933333| >> >> Moroni| Complications| EF| 0| 20| 0| >> &...