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DAMisc (version 1.3)

Dave Armstrong's Miscellaneous Functions

Description

This package contains a miscellaneous set of functions I use in my teaching either at UWM or the ICPSR Summer Program. Broadly, the functions help with presentation and interpretation of GLMs.

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Version

Install

install.packages('DAMisc')

Monthly Downloads

121

Version

1.3

License

GPL (>= 2)

Maintainer

Dave Armstrong

Last Published

January 6th, 2015

Functions in DAMisc (1.3)

ordAveEffPlot

Plot Average Effects of Variables in Proportional Odds Logistic Regression
ordChange2

Average Effects for Proportional Odds Logistic Regression Models
mnlfit

Fit Statistics and Specification Test for Multinomial Logistic Regression
BGMtest

Tests the five Berry, Golder and Milton (2012) Interactive Hypothesis
mnlAveEffPlot

Average Effects Plot for Multinomial Logistic Regression
panel.doublerug

Lattice panel function for two rug plots
panel.transci

Lattice panel function for translucent confidence intervals
ordfit

Fit Statistics for Proportional Odds Logistic Regression Models
binfit

Scalar Measures of Fit for Binary Variable Models
mnlChange

Maximal First Differences for Multinomial Logistic Regression Models
glmChange2

Maximal First Differences for Generalized Linear Models
mnlChange2

Average Effects for Multinomial Logistic Regression Models
poisGOF

Deviance and Chi-squared Goodness-of-Fit Test for Poisson Models
intQualQuant

Predictions for Factor-Numeric Interactions in Linear Models
mnlSig

Print Statistically Significant MNL Coefficients
aveEffPlot

Average Effect Plot for Generalized Linear Models
intEff

Functions for Estimating Interaction Effects in Logit and Probit Models
panel.ci

Lattice panel function for confidence intervals
pre

Proportional and Expected Proportional Reductions in Error
searchVarLabels

Search Variable Labels Attribute
outXT

Create LaTeX or CSV versions of an Object Produced by CrossTable
print.pre

Print method for objects of class pre
DAintfun

Surface Plots for Two-Way Interactions
ordChange

Maximal First Differences for Proportional Odds Logistic Regression Models
crTest

Test of linearity for Component + Residual Plots
DAMisc-package

Dave Armstrong's Miscellaneous Functions
DAintfun2

Conditional Effects Plots for Interactions in Linear Models
InteractionEx

Example Data for DAintfun
aclp

Example data for btscs function
logit_cc

Functions for Estimating Interaction Effects in Logit and Probit Models
crSpanTest

Test of Span Parameter in linearity for Component + Residual Plots
simPredpolr

Calculate Predictions for Proportional Odds Logistic Regression
cat2Table

Fitted Values and CIs for 2-Categorical Interactions
ziChange

Maximal First Differences for Zero-Inflated Models
prepanel.ci

Lattice prepanel function for confidence intervals
combTest

Test for Combining Categories in Multinomial Logistic Regression Models.
glmChange

Maximal First Differences for Generalized Linear Models
france

Example data for factorplot function
scaleDataFrame

Standardize quantitative variables in a data frame
panel.2cat

Lattice panel function for confidence intervals with capped bars
btscs

Generate Spells for Binary Variables