mixlm: Mixed Model ANOVA and Statistics for Education

The main functions perform mixed models analysis by least squares or REML by adding the function r() to formulas of lm and glm. A collection of text-book statistics for higher education is also included, e.g. modifications of the functions lm, glm and associated summaries from the package stats.

Author
Kristian Hovde Liland [aut, cre], Solve Sb [ctb], R-Core [ctb]
Date of publication
2016-10-08 22:31:14
Maintainer
Kristian Hovde Liland <kristian.liland@nmbu.no>
License
GPL (>= 2)
Version
1.1.5

View on CRAN

Man pages

Anova
Analysis of variance with SS type II or III (including mixed...
anova.lmm
Analysis of variance (sequential SS)
AnovaMix
Mixed model least squares analysis of variance (mixed ANOVA).
anova_reg
Analysis of variance for regression.
best.subsets
F-test based best subset selection.
CIgrandMean
Confidence interval for the grand mean of a linear model
confusion
Confusion matrix.
effect.labels
Create new effect labels for 'lm'
forward
F-test based model effect selection for linear models.
fparse
Effects of formulas.
glm
Fitting Generalized Linear Models
is.balanced
Balance cheking of models.
lm
Fitting Linear Models
plotprops
Property plots for relevant component analysis
PRESS
Prediction fits
print.AnovaMix
Print method for objects of class(AnovaMix)
print.summary.lmm
Summarizing Linear Model Fits
prop.test.ordinary
Test of Equal or Given Proportions in text-book version
rparse
Removes function r() from formulas.
simple.glht
Pairwise comparison with multiple testing compensation.
spearson
Standardized Pearson residuals
tally
Tally of discrete numbers
t_test
Text book versions of t-tests and z-tests.

Files in this package

mixlm
mixlm/NAMESPACE
mixlm/NEWS
mixlm/R
mixlm/R/mixlm.R
mixlm/R/borrowed.R
mixlm/R/glm.R
mixlm/R/globals.R
mixlm/R/utilities.R
mixlm/R/statistics.R
mixlm/R/lm.R
mixlm/MD5
mixlm/DESCRIPTION
mixlm/man
mixlm/man/glm.Rd
mixlm/man/t_test.Rd
mixlm/man/forward.Rd
mixlm/man/AnovaMix.Rd
mixlm/man/spearson.Rd
mixlm/man/prop.test.ordinary.Rd
mixlm/man/fparse.Rd
mixlm/man/rparse.Rd
mixlm/man/confusion.Rd
mixlm/man/Anova.Rd
mixlm/man/print.summary.lmm.Rd
mixlm/man/effect.labels.Rd
mixlm/man/is.balanced.Rd
mixlm/man/anova_reg.Rd
mixlm/man/lm.Rd
mixlm/man/plotprops.Rd
mixlm/man/anova.lmm.Rd
mixlm/man/simple.glht.Rd
mixlm/man/print.AnovaMix.Rd
mixlm/man/PRESS.Rd
mixlm/man/CIgrandMean.Rd
mixlm/man/tally.Rd
mixlm/man/best.subsets.Rd