
glmnet
 Referenced in 482 articles
[sw08159]
 elasticnet regularization path for linear regression, logistic and multinomial regression models, poisson regression...

MICE
 Referenced in 132 articles
[sw09315]
 predictive mean matching, normal), binary data (logistic regression), unordered categorical data (polytomous logistic regression...

LIBLINEAR
 Referenced in 135 articles
[sw04880]
 largescale linear classification. It supports logistic regression and linear support vector machines. We provide...

rms
 Referenced in 88 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 74 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...

aplore3
 Referenced in 40 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...

PRELIS
 Referenced in 37 articles
[sw09526]
 matching; Multiple imputation; Multiple linear regression; Logistic regression; Univariate and multivariate censored regression...

gbm
 Referenced in 50 articles
[sw07994]
 absolute loss, tdistribution loss, quantile regression, logistic, multinomial logistic, Poisson, Cox proportional hazards partial...

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

ARC
 Referenced in 38 articles
[sw26078]
 with multiple regression and goes to logistic regression and generalized linear models. It has discussions...

SparseLOGREG
 Referenced in 26 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...

relibpls8
 Referenced in 31 articles
[sw37142]
 Spiegelman D, Willett WC. Correction of logistic regression relative risk estimates and confidence intervals...

BLINPLUS
 Referenced in 31 articles
[sw37140]
 more model covariates logistic regression coefficients, their standard errors, and odds ratios and 95% confidence...

glmmAK
 Referenced in 25 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...

ARock
 Referenced in 27 articles
[sw16800]
 consensus problems. Numerical experiments solving sparse logistic regression problems are presented...

bmrm
 Referenced in 20 articles
[sw11016]
 epsilon insensitive regression, least mean square, logistic regression, least absolute deviation regression (see package examples...

PROC LOGISTIC
 Referenced in 10 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...

gglasso
 Referenced in 17 articles
[sw14361]
 grouplasso penalized least squares, logistic regression, Huberized SVM and squared...

LogXact
 Referenced in 16 articles
[sw12105]
 LogXact® 11: Exact Inference for Logistic Regression. The complexity of conducting regression analysis over multiple...

DiSCO
 Referenced in 11 articles
[sw28439]
 discuss the results for distributed ridge regression, logistic regression and binary classification with a smoothed...