Estimation of Ordered Generalized Linear Models

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Documentation for package ‘oglmx’ version 3.0.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

oglmx-package	Estimation of Ordered Generalized Linear Models Package for estimation of ordered generalized linear models.
AIC.oglmx	Calculate Akaike Information Criterion
calcBHHHmatrix	Various functions not intended for user.
calcMEstdErrors	Various functions not intended for user.
calcstartvalues	Various functions not intended for user.
coef.oglmx	Fit Ordered Generalized Linear Model.
coef.summary.oglmx	Fit Ordered Generalized Linear Model.
collectmaxLikOutput	Various functions not intended for user.
continuous.margin.mean	Calculate marginal effects for continuous variables.
continuous.margin.sd	Calculate marginal effects for continuous variables.
discrete.margin_both	Calculate marginal effects for binary variables.
discrete.margin_meanonly	Calculate marginal effects for binary variables.
discrete.margin_varonly	Calculate marginal effects for binary variables.
D_continuous.margin.mean_alpha	Calculate derivatives of marginal effects for continuous variables.
D_continuous.margin.mean_mean	Calculate derivatives of marginal effects for continuous variables.
D_continuous.margin.mean_var	Calculate derivatives of marginal effects for continuous variables.
D_continuous.margin.var_alpha	Calculate derivatives of marginal effects for continuous variables.
D_continuous.margin.var_mean	Calculate derivatives of marginal effects for continuous variables.
D_continuous.margin.var_var	Calculate derivatives of marginal effects for continuous variables.
D_discrete.margin_mean.alpha	Calculate derivatives of marginal effects for binary variables.
D_discrete.margin_mean.var	Calculate derivatives of marginal effects for binary variables.
D_discrete.margin_meanonly.mean	Calculate derivatives of marginal effects for binary variables.
D_discrete.margin_meanvar.mean	Calculate derivatives of marginal effects for binary variables.
D_discrete.margin_meanvar.var	Calculate derivatives of marginal effects for binary variables.
D_discrete.margin_var.alpha	Calculate derivatives of marginal effects for binary variables.
D_discrete.margin_var.mean	Calculate derivatives of marginal effects for binary variables.
D_discrete.margin_varonly.var	Calculate derivatives of marginal effects for binary variables.
formula.oglmx	Obtain model formula for an 'oglmx' object.
getEtas	Construct ingredients for probability calculation.
getEtas.Exp	Construct ingredients for probability calculation.
getThresholds	Various functions not intended for user.
hessian_oglmx	Various functions not intended for user.
hessMean_Mean	Calculate derivatives of loglikelihood
hessMean_Thresh	Calculate derivatives of loglikelihood
hessMean_Var	Calculate derivatives of loglikelihood
hessThresh_Thresh	Calculate derivatives of loglikelihood
hessVar_Thresh	Calculate derivatives of loglikelihood
hessVar_Var	Calculate derivatives of loglikelihood
logit.reg	Fit Logit Model.
logLik.oglmx	Extract log likelihood value
logLik.summary.oglmx	Extract log likelihood value
loglikelihood.oglmx	Various functions not intended for user.
margins.oglmx	Calculate marginal effects for 'oglmx' objects.
McFaddensR2.oglmx	Calculate McFadden's R-Squared.
mergeformulas	Various functions not intended for user.
mfx.oglmx	Calculate marginal effects for 'oglmx' objects.
nobs.oglmx	Fit Ordered Generalized Linear Model.
oglmx	Fit Ordered Generalized Linear Model.
oglmx.fit	Fit Ordered Generalized Linear Model.
oglmx.maxlik	Various functions not intended for user.
ologit.reg	Fit an ordered Logit model.
oprobit.reg	Fit Ordered Probit Model.
print.margins.oglmx	Calculate marginal effects for 'oglmx' objects.
print.summary.oglmx	Summarizing Ordered Discrete Outcome Model Fits
Probability	Various functions not intended for user.
probit.reg	Fit Probit Model.
scoreMean	Calculate derivatives of loglikelihood
scoreThresh	Calculate derivatives of loglikelihood
scoreVar	Calculate derivatives of loglikelihood
score_oglmx	Various functions not intended for user.
summary.oglmx	Summarizing Ordered Discrete Outcome Model Fits
updateComponents	Various functions not intended for user.
vcov.oglmx	Calculate Variance-Covariance Matrix for an oglmx Object