R Dataset / Package geepack / spruce

Submitted by pmagunia on March 9, 2018 - 1:06 PM
Dataset License
GNU General Public License v2.0
Attachment Size
dataset-42604.csv 26.58 KB
Documentation

Log-size of 79 Sitka spruce trees

Description

The spruce data frame has 1027 rows and 6 columns. The data consists of measurements on 79 sitka spruce trees over two growing seasons. The trees were grown in four controlled environment chambers, of which the first two, containing 27 trees each, were treated with introduced ozone at 70 ppb whilst the remaining two, containing 12 and 13 trees, were controls.

Usage

data(spruce)

Format

This data frame contains the following columns:

chamber

a numeric vector of chamber numbers

ozone

a factor with levels enriched and normal

id

a numeric vector of tree id

time

a numeric vector of the time when the measurements were taken, measured in days since Jan. 1, 1988

wave

a numeric vector of the measurement number

logsize

a numeric vector of the log-size

Source

Diggle, P.J., Liang, K.Y., and Zeger, S.L. (1994) Analysis of Longitudinal Data, Clarendon Press.

Examples

data(spruce)
spruce$contr <- ifelse(spruce$ozone=="enriched", 0, 1)
sitka88 <- spruce[spruce$wave <= 5,]
sitka89 <- spruce[spruce$wave > 5,]
fit.88 <- geese(logsize ~ as.factor(wave) + contr +
                          I(time/100*contr) - 1,
                id=id, data=sitka88, corstr="ar1")
summary(fit.88)fit.89 <- geese(logsize ~ as.factor(wave) + contr - 1,
                id=id, data=sitka89, corstr="ar1")
summary(fit.89)
--

Dataset imported from https://www.r-project.org.

Documentation License
GNU General Public License v2.0

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