
glmnet
 Referenced in 422 articles
[sw08159]
 elasticnet regularization path for linear regression, logistic and multinomial regression models, poisson regression...

MICE
 Referenced in 109 articles
[sw09315]
 predictive mean matching, normal), binary data (logistic regression), unordered categorical data (polytomous logistic regression...

LIBLINEAR
 Referenced in 126 articles
[sw04880]
 largescale linear classification. It supports logistic regression and linear support vector machines. We provide...

rms
 Referenced in 80 articles
[sw04532]
 package rms: Regression Modeling Strategies , Regression modeling, testing, estimation, validation, graphics, prediction, and typesetting ... contains functions for binary and ordinal logistic regression models and the BuckleyJames multiple regression ... estimation for logistic and ordinary linear models. rms works with almost any regression model ... work with binary or ordinal logistic regression, Cox regression, accelerated failure time models, ordinary linear...

PrivateLR
 Referenced in 61 articles
[sw11354]
 PrivateLR: Differentially Private Regularized Logistic Regression. PrivateLR implements two differentially private algorithms for estimating ... regularized logistic regression coefficients. A randomized algorithm F is epsilondifferentially private (C. Dwork, Differential...

PRELIS
 Referenced in 36 articles
[sw09526]
 matching; Multiple imputation; Multiple linear regression; Logistic regression; Univariate and multivariate censored regression...

BayesLogit
 Referenced in 44 articles
[sw09312]
 versatility of the method, including logistic regression, negative binomial regression, nonlinear mixedeffect models...

gbm
 Referenced in 43 articles
[sw07994]
 absolute loss, tdistribution loss, quantile regression, logistic, multinomial logistic, Poisson, Cox proportional hazards partial...

ARC
 Referenced in 36 articles
[sw26078]
 with multiple regression and goes to logistic regression and generalized linear models. It has discussions...

aplore3
 Referenced in 28 articles
[sw11003]
 from Hosmer, Lemeshow and Sturdivant, ”Applied Logistic Regression” (3rd ed.) This package is a unofficial ... companion to the textbook ”Applied Logistic Regression” by D.W. Hosmer, S. Lemeshow and R.X. Sturdivant...

SparseLOGREG
 Referenced in 24 articles
[sw11449]
 Algorithm for Gene Selection using Sparse Logistic Regression. Motivation: This paper gives ... efficient algorithm for the sparse logistic regression problem. The proposed algorithm is based...

glmmAK
 Referenced in 24 articles
[sw13218]
 implements maximumlikelihood estimation in the logistic regression with both binary (logit model) and multinomial ... based on MCMC in the logistic and Poisson regression model with random effects whose distribution...

bmrm
 Referenced in 18 articles
[sw11016]
 epsilon insensitive regression, least mean square, logistic regression, least absolute deviation regression (see package examples...

ARock
 Referenced in 19 articles
[sw16800]
 consensus problems. Numerical experiments solving sparse logistic regression problems are presented...

gglasso
 Referenced in 16 articles
[sw14361]
 grouplasso penalized least squares, logistic regression, Huberized SVM and squared...

LogXact
 Referenced in 15 articles
[sw12105]
 LogXact® 11: Exact Inference for Logistic Regression. The complexity of conducting regression analysis over multiple...

PROC LOGISTIC
 Referenced in 8 articles
[sw12078]
 LOGISTIC procedure fits linear logistic regression models for discrete response data by the method ... likelihood. It can also perform conditional logistic regression for binary response data and exact logistic ... regression for binary and nominal response data. The maximum likelihood estimation is carried out with ... logit link function in the logistic regression models can be replaced by the probit function...

metafor
 Referenced in 27 articles
[sw12291]
 such data, carry out moderator and metaregression analyses, and create various types of meta ... models (i.e., mixedeffects (conditional) logistic and Poisson regression models). Finally, the package provides functionality...

reglogit
 Referenced in 8 articles
[sw14464]
 reglogit: SimulationBased Regularized Logistic Regression. Regularized (polychotomous) logistic regression by Gibbs sampling. The package...

MIXNO
 Referenced in 8 articles
[sw10546]
 computer program for mixedeffects nominal logistic regression. MIXNO provides maximum marginal likelihood estimates ... mixedeffects nominal logistic regression analysis. These models can be used for analysis of correlated...