kling.augmented: Augmented design of meadowfoam

In kwstat/agridat: Agricultural Datasets

Augmented design of meadowfoam

Description

Augmented design of meadowfoam

Usage

data("kling.augmented")

Format

A data frame with 68 observations on the following 7 variables.

plot

Plot number

gen

Genotype / Entry

name

Genotype name

block

Block, text

tsw

Thousand seed weight

row

Row ordinate

col

Column ordinate

Details

An experiment with meadowfoam. Blocks are in one direction, serpentine layout. There are 50 new genotypes and 3 checks (C1=Ross, C2=OMF183, C3=Starlight). New genotypes have 1 rep, checks have 6 reps. The response variable is thousand seed weight.

Source

Jennifer Kling, "Introduction to Augmented Experimental Design" https://plant-breeding-genomics.extension.org/introduction-to-augmented-experimental-design/ Accessed May 2022.

References

None

Examples

## Not run: 

library(agridat)
data(kling.augmented)
dat <- kling.augmented
libs(desplot,lattice,lme4)
# Layout and yields
desplot(dat, tsw ~ col*row, text=name, cex=1.5)

# Mixed model, fixed blocks, random genotypes
m1 <- lmer(tsw ~ block + (1|name), data=dat)
ran1 <- ranef(m1, condVar=TRUE)
ran1
dotplot(ran1) # Caterpillar plot

## End(Not run)

kwstat/agridat documentation built on Nov. 2, 2024, 6:19 a.m.