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...el to a response Y. Y shows an s-shaped distribution when using QQ-plots (some zero values and some very high values). hence, which transformation should i apply that Y follows a normal distribution? any r-function/package available to do this? thanks for any hint, regards, lukas ??? Lukas Indermaur, PhD student eawag / Swiss Federal Institute of Aquatic Science and Technology ECO - Department of Aquatic Ecology ?berlandstrasse 133 CH-8600 D?bendorf Switzerland Phone: +41 (0) 71 220 38 25 Fax : +41 (0) 44 823 53 15 Email: lukas.indermaur at eawag.ch www.lukasindermaur.ch <http://www...

...ay to process them with a batch job: # e.g. model 1 preference<- formula(Y~Lwd + N + Sex + YY) # e.g. model 2 preference_heterogeneity<- formula(Y~Ri + Lwd + N + Sex + YY) etc. etc. I appreciate any hint Cheers Lukas ??? Lukas Indermaur, PhD student eawag / Swiss Federal Institute of Aquatic Science and Technology ECO - Department of Aquatic Ecology ?berlandstrasse 133 CH-8600 D?bendorf Switzerland Phone: +41 (0) 71 220 38 25 Fax : +41 (0) 44 823 53 15 Email: lukas.indermaur at eawag.ch www.lukasindermaur.ch

Hello Instead of testing against 0 i would like to test regression slopes against -1. Any idea if there's an R script (package?) available. Thanks for any hint. Cheers Lukas ??? Lukas Indermaur, PhD student eawag / Swiss Federal Institute of Aquatic Science and Technology ECO - Department of Aquatic Ecology ?berlandstrasse 133 CH-8600 D?bendorf Switzerland Phone: +41 (0) 71 220 38 25 Fax : +41 (0) 44 823 53 15 Email: lukas.indermaur at eawag.ch www.lukasindermaur.ch

...AICA[i] <- AIC(ts.model) } #Writes results to data file x = data.frame( modelnames, n, AICA) write.table(x, paste(t.url, file="Results.txt"), sep="\t", quote=F) ----------------------------------------END R-CODE----------------------------------- ??? Lukas Indermaur, PhD student eawag / Swiss Federal Institute of Aquatic Science and Technology ECO - Department of Aquatic Ecology ?berlandstrasse 133 CH-8600 D?bendorf Switzerland Phone: +41 (0) 71 220 38 25 Fax : +41 (0) 44 823 53 15 Email: lukas.indermaur at eawag.ch www.lukasindermaur.ch

...ts (one row per model) are stored in a dataframe called "mydataframe". How can I implement my script simply into a bootstrap and sum up the frequencies of variables of the 10'000 bootstraped results? I am not so good in R and would appreciate any hint. Regards Lukas ??? Lukas Indermaur, PhD student eawag / Swiss Federal Institute of Aquatic Science and Technology ECO - Department of Aquatic Ecology ?berlandstrasse 133 CH-8600 D?bendorf Switzerland Phone: +41 (0) 71 220 38 25 Fax : +41 (0) 44 823 53 15 Email: lukas.indermaur at eawag.ch www.lukasindermaur.ch

...EX+ YY, data = t.data, random = ~ 1 | ANIMAL, correlation=corCAR1(0.2, form = ~1 | ANIMAL ), method='ML', na.action=na.omit)). Is there a possability to easly compute an R-square from the output of the model summary? I would appreciate any hint. Best regards Lukas ??? Lukas Indermaur, PhD student eawag / Swiss Federal Institute of Aquatic Science and Technology ECO - Department of Aquatic Ecology ?berlandstrasse 133 CH-8600 D?bendorf Switzerland Phone: +41 (0) 71 220 38 25 Fax : +41 (0) 44 823 53 15 Email: lukas.indermaur at eawag.ch www.lukasindermaur.ch