Estimation of a Variety of Count Regression Models

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Documentation for package ‘flexCountReg’ version 0.1.1

• DESCRIPTION file.
• Package NEWS.

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