R: Estimation of a Variety of Count Regression Models

# Estimation of a Variety of Count Regression Models

## Documentation for package ‘flexCountReg’ version 0.1.1

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

COMDistribution | Conway-Maxwell-Poisson (COM) Distribution
cor2cov | Generate a covariance matrix using a correlation matrix and vector of standard deviations
corr_haltons | Generate Correlated Random Variables Using Halton or Scrambled Halton Draws
countreg | Count regression models
countreg.rp | Random Parameters Count Regression Models
cureplot | Cumulative Residuals (CURE) Plot for Count Models
dcom | Conway-Maxwell-Poisson (COM) Distribution
dgwar | Generalized Waring Distribution
dinvgamma | Inverse Gamma Distribution
dlindley | One-Parameter Lindley Distribution
dpge | Poisson-Generalized-Exponential Distribution
dpinvgamma | Poisson-Inverse-Gamma Distribution
dpinvgaus | Poisson-Inverse-Gaussian Distribution
dplind | Poisson-Lindley Distribution
dplindGamma | Poisson-Lindley-Gamma (Negative Binomial-Lindley) Distribution
dplindLnorm | Poisson-Lindley-Lognormal Distribution
dpLnorm | Poisson-Lognormal Distribution
dpoisweibull | Poisson-Weibull Distribution Functions
dsichel | Sichel Distribution
dtri | Triangle Distribution
flexCountReg-class | flexCountReg Class
Generalized-Waring | Generalized Waring Distribution
halton_dists | Generate pseudo-random draws from specified distributions using Halton draws
invgamma | Inverse Gamma Distribution
mae | Calculate Mean Absolute Error (MAE)
mgf_lognormal | Moment Generating Function for a Lognormal Distribution
msg1 | Poisson-Lindley Distribution
myAIC | Calculate Akaike Information Criterion (AIC)
myBIC | Calculate Bayesian Information Criterion (BIC)
NegativeBinomialLindley | Poisson-Lindley-Gamma (Negative Binomial-Lindley) Distribution
pcom | Conway-Maxwell-Poisson (COM) Distribution
pgwar | Generalized Waring Distribution
pinvgamma | Inverse Gamma Distribution
plindley | One-Parameter Lindley Distribution
poisLind.re | Function for estimating a Random Effects Poisson-Lindley regression model
poisLindRE | Function for estimating a Random Effects Poisson-Lindley regression model
PoissonGeneralizedExponential | Poisson-Generalized-Exponential Distribution
PoissonInverseGamma | Poisson-Inverse-Gamma Distribution
PoissonInverseGaussian | Poisson-Inverse-Gaussian Distribution
PoissonLindley | Poisson-Lindley Distribution
PoissonLindleyLognormal | Poisson-Lindley-Lognormal Distribution
PoissonLognormal | Poisson-Lognormal Distribution
PoissonWeibull | Poisson-Weibull Distribution Functions
ppge | Poisson-Generalized-Exponential Distribution
ppinvgamma | Poisson-Inverse-Gamma Distribution
ppinvgaus | Poisson-Inverse-Gaussian Distribution
pplind | Poisson-Lindley Distribution
pplindGamma | Poisson-Lindley-Gamma (Negative Binomial-Lindley) Distribution
pplindLnorm | Poisson-Lindley-Lognormal Distribution
ppLnorm | Poisson-Lognormal Distribution
ppoisweibull | Poisson-Weibull Distribution Functions
predict.flexCountReg | Predictions for flexCountReg models
psichel | Sichel Distribution
ptri | Triangle Distribution
qcom | Conway-Maxwell-Poisson (COM) Distribution
qgwar | Generalized Waring Distribution
qinvgamma | Inverse Gamma Distribution
qlindley | One-Parameter Lindley Distribution
qpge | Poisson-Generalized-Exponential Distribution
qpinvgamma | Poisson-Inverse-Gamma Distribution
qpinvgaus | Poisson-Inverse-Gaussian Distribution
qplind | Poisson-Lindley Distribution
qplindGamma | Poisson-Lindley-Gamma (Negative Binomial-Lindley) Distribution
qplindLnorm | Poisson-Lindley-Lognormal Distribution
qpLnorm | Poisson-Lognormal Distribution
qpoisweibull | Poisson-Weibull Distribution Functions
qsichel | Sichel Distribution
qtri | Triangle Distribution
rcom | Conway-Maxwell-Poisson (COM) Distribution
regCompTable | Create a Table Comparing Regression Models with AIC, BIC, and McFadden's Pseudo-R-Squared
regCompTest | Compare Regression Models with Likelihood Ratio Test, AIC, and BIC
renb | Estimate a Random Effects Negative Binomial regression model
rgwar | Generalized Waring Distribution
rinvgamma | Inverse Gamma Distribution
rlindley | One-Parameter Lindley Distribution
rmse | Calculate Root Mean Squared Error (RMSE)
rpge | Poisson-Generalized-Exponential Distribution
rpinvgamma | Poisson-Inverse-Gamma Distribution
rpinvgaus | Poisson-Inverse-Gaussian Distribution
rplind | Poisson-Lindley Distribution
rplindGamma | Poisson-Lindley-Gamma (Negative Binomial-Lindley) Distribution
rplindLnorm | Poisson-Lindley-Lognormal Distribution
rpLnorm | Poisson-Lognormal Distribution
rpoisweibull | Poisson-Weibull Distribution Functions
rsichel | Sichel Distribution
rtri | Triangle Distribution
SichelDistribution | Sichel Distribution
summary.flexCountReg | Custom summary method for flexCountReg models
tidy.flexCountReg | Tidy a flexCountReg object
Triangular | Triangle Distribution
washington_roads | Washington Road Crashes