[R] extract standard errors, write them to file
Sundar Dorai-Raj
sundar.dorai-raj at pdf.com
Fri Jan 12 15:04:30 CET 2007
Indermaur Lukas said the following on 1/12/2007 7:55 AM:
> Hello
>
> I want to repeatedly extract coefficients and standard errors from a GLM and write them into a file (1row=all coefficients of model A, 2 row=all coefficients of model B, etc.). I can extract coefficients but not standard errors. furthermore I fail to write extracted values line by line into the predifined matrix G.
>
> I appreciate any idea to solve the problem
>
> best regards
>
> Lukas
>
>
>
> #---------start code------------------------------------------------------------------------------------------------------------------------------------
>
> global <- formula(logHRS~Ri + E + Co + LWD +Alwd +W + T2 + A + N + Sex + y) #1
> richness_evenness <- formula(logHRS~Ri + E + D1 + D2 +D3 +D4 + D5 + D6 + N + Sex + y) #2
>
> all_models <- c(global, richness_evenness)
> for (i in 1:length(all_models))
> {
> ts.model <- glm(all_models[[i]],family=gaussian,data=t.data)
> G <- matrix(NA,length(all_models),length(all_models))
> G <- coefficients(ts.model) #regression coefficents (betas)
> }
> write.table(G, paste(t.url, file="Coefficients.txt"), sep="\t", quote=F)
>
> #---------end code-------------------------------------------------------------------------------------------------------------------------------------
>
>
>
> °°°
> Lukas Indermaur, PhD student
> eawag / Swiss Federal Institute of Aquatic Science and Technology
> ECO - Department of Aquatic Ecology
> Überlandstrasse 133
> CH-8600 Dübendorf
> Switzerland
>
> Phone: +41 (0) 71 220 38 25
> Fax : +41 (0) 44 823 53 15
> Email: lukas.indermaur at eawag.ch
> www.lukasindermaur.ch
>
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> and provide commented, minimal, self-contained, reproducible code.
Your code is barely readable because of poor spacing, but I believe you
want:
coef(summary(ts.model))[, 1:2]
--sundar
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