regr0: Building regression models

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Helps to perform efficient model building for many kinds of regression models, including graphical residuals analysis. It also contains some useful utility functions.

Author
Werner Stahel
Date of publication
2016-08-24 16:38:07
Maintainer
Werner Stahel <stahel@stat.math.ethz.ch>
License
GPL-2
Version
1.0-5

View on R-Forge

Man pages

allcoef
all coefficients of a model fit
asinp
arc sine Transformation
c.months
Names of months and weekdays
colorpale
determine more pale colors for given colors
condquant
Quantiles of a Conditional Distribution
contr.wsum
contrasts for zeroing the weighted sum of coefficients
d.blast
tremor caused by blasting for excavation of a tunnel, with...
d.fossiles
Shapes of Shells and Environmental Variables
doc
Define and obtain the doc or tit attribute
d.rehab
~~ data name/kind ... ~~
drop1.mlm
Drop All Possible Single Terms from or Add Terms to a...
drop1.regr
Drop All Possible Single Terms from or Add Terms to a Model...
drop1Wald
Drop Single Terms of a Model and Calculate Respective Wald...
dropdata
Drop Observations from a Data.frame
d.surveyenvir
Survey on Environment
factorNA
For a factor, onvert NA to a separate level
fitcomp
Component Effects for a Model Fit
fitted.polr
Fitted Values for regr and polr objects
getmeth
get S3 method of a generic function
last
Last Elements of a Vector or of a Matrix
legendr
Add a Legend to a Plot
leverage
Get leverage values
linear.predictors
linear predictors from a (generalized) linear model
logst
Started Logarithmic Transformation
mframe
Multiple Frames for Plotting
modarg
Modify default arguments according to named vector or list
modelTable
Collect results for different regression models
nainf.exclude
Drop Rows Containing NA or Inf
notna
drop NA values from vector
plcoord
Determines Values for Plotting with Limited "Inner" Plot...
plfitpairs
Plot Fitted Values for Multinomial Regression
plmatrix
Scatterplot Matrix
plmboxes
Multibox plots
plot.regr
Diagnostic Plots for Regr Objects
plot.xdistResscale
Illustrate Completeness Test for Regression Model
plres2x
Plot Residuals vs. Two Explanatory Variables
plresx
Plot Residuals Against Explanatory Variables
plTA.polr
Plot Residuals against Fitted Values for polr objects
predict.regr
Prediction Methods for 'regr' Objects
print.regr
Print Method for 'regr' objects
quantilew
Quantiles for weighted observations
quinterpol
Interpolated Quantiles
regr
Fitting Regression Models
regr-internal
Internal regr0 objects
regr-package
Tools for Building Many Kinds of Regression Models
residuals.polr
Residuals of a Binary or Ordered Regression
residuals.survreg
Residuals of a regression for survival data
revGumbel
"Reverse" Gumbel Distribution Functions
robrange
Robust Range of Data
showd
Show a Part of a Data.frame
simresiduals
Simulate Residuals
smoothM
Smooth: wrapper function
smoothRegr
Smoothing function used as a default in regr
stamp
Add a "Stamp", i.e., an Identification Line to a Plot
step.regr
Choose a model in a Stepwise Algorithm
sumna
Count NAs
terms2order
Second Order Terms of a Formula
Tobit
Prepare a Response for a Tobit Model
userOptions
Set and Get User "Session" Options that influence "regr0"s...
warn
List Warnings
xdistResdiff
Residual Differences for Near Replicates: Tabulate and Test
xNA
For quantitative variables, make NAs available

Files in this package

regr0/.Rinstignore
regr0/DESCRIPTION
regr0/NAMESPACE
regr0/R
regr0/R/regr.R
regr0/data
regr0/data/d.babysurv.rda
regr0/data/d.babysurv.w.rda
regr0/data/d.blast.rda
regr0/data/d.cheese.rda
regr0/data/d.fossiles.rda
regr0/data/d.reacten.rda
regr0/data/d.rehab.rda
regr0/data/d.surveyenvir.rda
regr0/data/d.transaction.rda
regr0/data/d.treated.rda
regr0/inst
regr0/inst/doc
regr0/inst/doc/regr-description.Rnw
regr0/inst/doc/regr-description.pdf
regr0/man
regr0/man/Tobit.Rd
regr0/man/allcoef.Rd
regr0/man/asinp.Rd
regr0/man/c.months.Rd
regr0/man/colorpale.Rd
regr0/man/condquant.Rd
regr0/man/contr.wsum.Rd
regr0/man/d.blast.Rd
regr0/man/d.fossiles.Rd
regr0/man/d.rehab.Rd
regr0/man/d.surveyenvir.Rd
regr0/man/doc.Rd
regr0/man/drop1.mlm.Rd
regr0/man/drop1.regr.Rd
regr0/man/drop1Wald.Rd
regr0/man/dropdata.Rd
regr0/man/factorNA.Rd
regr0/man/fitcomp.Rd
regr0/man/fitted.polr.Rd
regr0/man/getmeth.Rd
regr0/man/last.Rd
regr0/man/legendr.Rd
regr0/man/leverage.Rd
regr0/man/linear.predictors.Rd
regr0/man/logst.Rd
regr0/man/mframe.Rd
regr0/man/modarg.Rd
regr0/man/modelTable.Rd
regr0/man/nainf.exclude.Rd
regr0/man/notna.Rd
regr0/man/plTA.polr.Rd
regr0/man/plcoord.Rd
regr0/man/plfitpairs.Rd
regr0/man/plmatrix.Rd
regr0/man/plmboxes.Rd
regr0/man/plot.regr.Rd
regr0/man/plot.xdistResscale.Rd
regr0/man/plres2x.Rd
regr0/man/plresx.Rd
regr0/man/predict.regr.Rd
regr0/man/print.regr.Rd
regr0/man/quantilew.Rd
regr0/man/quinterpol.Rd
regr0/man/regr-internal.Rd
regr0/man/regr-package.Rd
regr0/man/regr.Rd
regr0/man/residuals.polr.Rd
regr0/man/residuals.survreg.Rd
regr0/man/revGumbel.Rd
regr0/man/robrange.Rd
regr0/man/showd.Rd
regr0/man/simresiduals.Rd
regr0/man/smoothM.Rd
regr0/man/smoothRegr.Rd
regr0/man/stamp.Rd
regr0/man/step.regr.Rd
regr0/man/sumna.Rd
regr0/man/terms2order.Rd
regr0/man/userOptions.Rd
regr0/man/warn.Rd
regr0/man/xNA.Rd
regr0/man/xdistResdiff.Rd
regr0/tests
regr0/tests/regr-test.R