Mercurial > repos > ecology > regionalgam_gls_adjusted
diff glmmpql.R @ 0:e2bff90af491 draft default tip
planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/regionalgam commit ffe42225fff8992501b743ebe2c78e50fddc4a4e
author | ecology |
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date | Thu, 20 Jun 2019 04:04:19 -0400 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/glmmpql.R Thu Jun 20 04:04:19 2019 -0400 @@ -0,0 +1,16 @@ +#!/usr/bin/env Rscript +library(nlme) +library(MASS) + +args = commandArgs(trailingOnly=TRUE) +input = read.table(args[1], header=TRUE,sep=" ") +glmm.mod_fullyear <- glmmPQL(regional_gam~ as.factor(YEAR)-1,data=input,family=quasipoisson,random=~1|SITE, correlation = corAR1(form = ~ YEAR | SITE),verbose = FALSE) + +col.index <- as.numeric(glmm.mod_fullyear$coefficients$fixed) +year <- unique(input$YEAR) + +write.table(col.index, file="output-glmmpql", row.names=FALSE, sep=" ") + +png('output-plot.png') +plot(year,col.index,type='o', xlab="year",ylab="collated index") +invisible(dev.off())