Simulated data for a simple mixed model with Poisson response

Description

Simulated data with a fixed factor cult (4 levels), with 8 randomized replications each, a (fixed) factor time (6 levels), which are repeated measurements taken from the same experimental units. The 32 experimental (plotid) units differ in their mean response follwing a gaussian distribution. The response Y follows a Poisson distribution.

Usage

data(MMPoisRep)

Format

A data frame with 192 observations on the following 4 variables.

plotid

a factor with 32 levels, representing the 32 experimental units (plots)

cult

a factor with 4 levels (C1 C2 C3 C4), representing a fixed factor (e.g. the cultivar)

time

a factor with 6 levels (T1 T2 T3 T4 T5 T6) specifying repeated measurements on the same experimental units (plotid) over time

Y

a numeric vector, following a Poisson distribution

Source

simulation

Examples

data(MMPoisRep)

boxplot(Y ~ cult*time, data=MMPoisRep, las=TRUE)

Results

R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(BSagri)
Loading required package: gamlss
Loading required package: splines
Loading required package: gamlss.data
Loading required package: gamlss.dist
Loading required package: MASS
Loading required package: nlme
Loading required package: parallel
 **********   GAMLSS Version 4.4-0  ********** 
For more on GAMLSS look at http://www.gamlss.org/
Type gamlssNews() to see new features/changes/bug fixes.

Loading required package: multcomp
Loading required package: mvtnorm
Loading required package: survival

Attaching package: 'survival'

The following object is masked from 'package:gamlss.data':

    leukemia

Loading required package: TH.data

Attaching package: 'TH.data'

The following object is masked from 'package:MASS':

    geyser

Loading required package: MCPAN
> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/BSagri/MMPoisRep.Rd_%03d_medium.png", width=480, height=480)
> ### Name: MMPoisRep
> ### Title: Simulated data for a simple mixed model with Poisson response
> ### Aliases: MMPoisRep
> ### Keywords: datasets
> 
> ### ** Examples
> 
> data(MMPoisRep)
> 
> boxplot(Y ~ cult*time, data=MMPoisRep, las=TRUE)
> 
> 
> 
> 
> 
> 
> dev.off()
null device 
          1 
>