
glmnet
 Referenced in 422 articles
[sw08159]
 Lasso and elasticnet regularized generalized linear models. Extremely efficient procedures for fitting the entire ... regularization path for linear regression, logistic and multinomial regression models, poisson regression...

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

PROC GENMOD
 Referenced in 27 articles
[sw11741]
 errors, logistic and probit models for binary data, and loglinear models for multinomial data...

gbm
 Referenced in 43 articles
[sw07994]
 Generalized Boosted Regression Models. This package implements extensions to Freund and Schapire’s AdaBoost algorithm ... loss, tdistribution loss, quantile regression, logistic, multinomial logistic, Poisson, Cox proportional hazards partial likelihood...

Glmnet
 Referenced in 7 articles
[sw25026]
 Lasso and elasticnet regularized generalized linear models. This is a Matlab port ... linear regression, logistic and multinomial regression, Poisson regression and the Cox model. Features include: high...

catspec
 Referenced in 1 article
[sw31569]
 model using glm or in a multinomial logistic model using mlogit or clogit...

pmlr
 Referenced in 1 article
[sw21117]
 package pmlr: Penalized Multinomial Logistic Regression. Extends the approach proposed by Firth (1993) for bias ... exponential family models to the multinomial logistic regression model with general covariate types. Modification...

SIP
 Referenced in 3 articles
[sw13382]
 linear models, binomial and logistic models, Poisson and multinomial models and other generalized regression models...

penalized
 Referenced in 1 article
[sw23855]
 generalized linear model (gaussian, logistic, poisson, or multinomial) using any of ten provided penalties ... extended by creating new maximum likelihood models or new penalties. The toolbox also includes routines...

Clarify
 Referenced in 3 articles
[sw26299]
 statistical models, including linear regression, binary logit, binary probit, ordered logit, ordered probit, multinomial logit ... unrelated regression equations, and the additive logistic normal model for compositional data. Clarify Version...

gmb
 Referenced in 1 article
[sw14565]
 Generalized Boosted Regression Models. An implementation of extensions to Freund and Schapire’s AdaBoost algorithm ... loss, tdistribution loss, quantile regression, logistic, multinomial logistic, Poisson, Cox proportional hazards partial likelihood...

SoilGrids250m
 Referenced in 1 article
[sw27798]
 random forest and gradient boosting and/or multinomial logistic regression—as implemented in the R packages ... fold crossvalidation show that the ensemble models explain between 56% (coarse fragments...

aster2
 Referenced in 2 articles
[sw32136]
 generalized linear models that are exponential family (e. g., logistic regression and Poisson regression with ... conditionally independent given their predecessor node), including multinomial and twoparameter normal as families. Thus...

Cyanure
 Referenced in 0 articles
[sw31484]
 solvers for learning linear models, based on stochastic variancereduced stochastic optimization with acceleration mechanisms ... large variety of loss functions (logistic, square, squared hinge, multinomial logistic) and regularization functions...

milr
 Referenced in 0 articles
[sw15884]
 such data set are binary or multinomial, and, we can only observe the subjectlevel ... milr package focuses on the predictive model for the multiple instance data set with binary ... ExpectationMaximization algorithm under the framework of logistic regression. Moreover, the LASSO penalty is attached...

CoCoA
 Referenced in 605 articles
[sw00143]
 CoCoA is a system for Computations in Commutative...

Expokit
 Referenced in 170 articles
[sw00258]
 Expokit provides a set of routines aimed at...

GAUSS
 Referenced in 114 articles
[sw00322]
 The GAUSS Mathematical and Statistical System is a...

Maple
 Referenced in 4919 articles
[sw00545]
 The result of over 30 years of cutting...

MapReduce
 Referenced in 234 articles
[sw00546]
 MapReduce is a new parallel programming model initially...