DAMisc: Dave Armstrong's Miscellaneous Functions

Miscellaneous set of functions I use in my teaching either at the University of Wisconsin-Milwaukee or the Inter-university Consortium for Political and Social Research Summer Program in Quantitative Methods. Broadly, the functions help with presentation and interpretation of GLMs.

Author
Dave Armstrong (UW-Milwaukee, Department of Political Science)
Date of publication
2016-07-04 20:29:01
Maintainer
Dave Armstrong <dave@quantoid.net>
License
GPL (>= 2)
Version
1.4-3

View on CRAN

Man pages

aclp
Example data for btscs function
aveEffPlot
Average Effect Plot for Generalized Linear Models
BGMtest
Tests the five Berry, Golder and Milton (2012) Interactive...
binfit
Scalar Measures of Fit for Binary Variable Models
btscs
Generate Spells for Binary Variables
cat2Table
Fitted Values and CIs for 2-Categorical Interactions
combTest
Test for Combining Categories in Multinomial Logistic...
crSpanTest
Test of Span Parameter in linearity for Component + Residual...
crTest
Test of linearity for Component + Residual Plots
DAintfun
Surface Plots for Two-Way Interactions
DAintfun2
Conditional Effects Plots for Interactions in Linear Models
DAMisc-package
Dave Armstrong's Miscellaneous Functions
france
Example data for factorplot function
glmChange
Maximal First Differences for Generalized Linear Models
glmChange2
Maximal First Differences for Generalized Linear Models
intEff
Functions for Estimating Interaction Effects in Logit and...
InteractionEx
Example Data for DAintfun
intQualQuant
Predictions for Factor-Numeric Interactions in Linear Models
logit_cc
Functions for Estimating Interaction Effects in Logit and...
mnlAveEffPlot
Average Effects Plot for Multinomial Logistic Regression
mnlChange
Maximal First Differences for Multinomial Logistic Regression...
mnlChange2
Average Effects for Multinomial Logistic Regression Models
mnlfit
Fit Statistics and Specification Test for Multinomial...
mnlSig
Print Statistically Significant MNL Coefficients
NKnots
AIC and BIC selection of number of spline knots
NKnotsTest
Test of functional form assumption using B-splines
ordAveEffPlot
Plot Average Effects of Variables in Proportional Odds...
ordChange
Maximal First Differences for Proportional Odds Logistic...
ordChange2
Average Effects for Proportional Odds Logistic Regression...
ordFit
Fit Statistics for Proportional Odds Logistic Regression...
outXT
Create LaTeX or CSV versions of an Object Produced by...
panel.2cat
Lattice panel function for confidence intervals with capped...
panel.ci
Lattice panel function for confidence intervals
panel.doublerug
Lattice panel function for two rug plots
panel.transci
Lattice panel function for translucent confidence intervals
poisGOF
Deviance and Chi-squared Goodness-of-Fit Test for Poisson...
pre
Proportional and Expected Proportional Reductions in Error
prepanel.ci
Lattice prepanel function for confidence intervals
print.pre
Print method for objects of class pre
scaleDataFrame
Standardize quantitative variables in a data frame
searchVarLabels
Search Variable Labels Attribute
simPredpolr
Calculate Predictions for Proportional Odds Logistic...
testLoess
Significance Test for Loess vs. LM
ziChange
Maximal First Differences for Zero-Inflated Models

Files in this package

DAMisc
DAMisc/NAMESPACE
DAMisc/data
DAMisc/data/InteractionEx.rda
DAMisc/data/france.rda
DAMisc/data/aclp.rda
DAMisc/R
DAMisc/R/DAMisc_functions.R
DAMisc/R/fox_utility.R
DAMisc/README.md
DAMisc/MD5
DAMisc/DESCRIPTION
DAMisc/man
DAMisc/man/InteractionEx.Rd
DAMisc/man/mnlfit.Rd
DAMisc/man/mnlChange2.Rd
DAMisc/man/france.Rd
DAMisc/man/DAintfun2.Rd
DAMisc/man/ordChange2.Rd
DAMisc/man/panel.doublerug.Rd
DAMisc/man/poisGOF.Rd
DAMisc/man/DAintfun.Rd
DAMisc/man/BGMtest.Rd
DAMisc/man/ordAveEffPlot.Rd
DAMisc/man/testLoess.Rd
DAMisc/man/ziChange.Rd
DAMisc/man/panel.transci.Rd
DAMisc/man/mnlSig.Rd
DAMisc/man/DAMisc-package.Rd
DAMisc/man/aveEffPlot.Rd
DAMisc/man/prepanel.ci.Rd
DAMisc/man/aclp.Rd
DAMisc/man/mnlAveEffPlot.Rd
DAMisc/man/outXT.Rd
DAMisc/man/mnlChange.Rd
DAMisc/man/print.pre.Rd
DAMisc/man/panel.ci.Rd
DAMisc/man/btscs.Rd
DAMisc/man/pre.Rd
DAMisc/man/logit_cc.Rd
DAMisc/man/searchVarLabels.Rd
DAMisc/man/NKnotsTest.Rd
DAMisc/man/simPredpolr.Rd
DAMisc/man/intQualQuant.Rd
DAMisc/man/glmChange.Rd
DAMisc/man/ordFit.Rd
DAMisc/man/crTest.Rd
DAMisc/man/cat2Table.Rd
DAMisc/man/crSpanTest.Rd
DAMisc/man/NKnots.Rd
DAMisc/man/glmChange2.Rd
DAMisc/man/binfit.Rd
DAMisc/man/ordChange.Rd
DAMisc/man/panel.2cat.Rd
DAMisc/man/intEff.Rd
DAMisc/man/combTest.Rd
DAMisc/man/scaleDataFrame.Rd