
R
 Referenced in 9832 articles
[sw00771]
 wide variety of statistical (linear and nonlinear modelling, classical statistical tests, timeseries analysis, classification...

SemiPar
 Referenced in 758 articles
[sw07116]
 special case of the linear mixed model or its generalized counterpart. This book is very ... regression, though familiarity with matrix and linear algebra is assumed. Another audience that they ... have a good working knowledge of linear models and the desire to begin using more...

GAMS
 Referenced in 866 articles
[sw04978]
 System (GAMS) is specifically designed for modeling linear, nonlinear and mixed integer optimization problems ... allows the user to concentrate on the modeling problem by making the setup simple ... establish an accurate model. The system models problems in a highly compact and natural ... another, and can even convert from linear to nonlinear with little trouble...

QRM
 Referenced in 718 articles
[sw11358]
 analysis, time series analysis and generalized linear modelling...

glmnet
 Referenced in 559 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...

bootlib
 Referenced in 426 articles
[sw40642]
 ideas to several samples, semiparametric and smooth models. Significance and confidence intervals are the subjects ... appropriate for linear regression models, generalized linear models and nonlinear models, and time series, spatial...

SAS/STAT
 Referenced in 436 articles
[sw18788]
 examples include mixed models, generalized linear models, correspondence analysis, and structural equations...

CPLEX
 Referenced in 2766 articles
[sw04082]
 linear function or a convex quadratic function. The variables in the model may be declared...

Fahrmeir
 Referenced in 248 articles
[sw11047]
 Multivariate Statistical Modelling Based on Generalized Linear Models”, first edition, by Ludwig Fahrmeir and Gerhard ... Multivariate Statistical Modelling Based on Generalized Linear Models”, version 1, by Ludwig Fahrmeir and Gerhard...

TETRAD
 Referenced in 430 articles
[sw12177]
 latent structure, and to search for linear feedback modelsand in the ability to calculate...

AMPL
 Referenced in 617 articles
[sw04001]
 comprehensive and powerful algebraic modeling language for linear and nonlinear optimization problems, in discrete ... notation and familiar concepts to formulate optimization models and examine solutions, while the computer manages...

CRAN
 Referenced in 550 articles
[sw04351]
 statistical and graphical techniques: linear and nonlinear modelling, statistical tests, time series analysis, classification, clustering...

GLIM
 Referenced in 193 articles
[sw01126]
 system for interactive fitting of generalized linear models...

lme4
 Referenced in 240 articles
[sw04515]
 package lme4: Linear mixedeffects models using S4 classes , Fit linear and generalized linear mixed...

flexmix
 Referenced in 123 articles
[sw06087]
 Existing drivers implement mixtures of standard linear models, generalized linear models and modelbased clustering...

System Identification Toolbox
 Referenced in 178 articles
[sw05686]
 either MIMO state space or MISO polynomial model structures. A key feature of the software ... These include the estimation of nonlinear models, the use of nonstandard model parametrizations...

rms
 Referenced in 96 articles
[sw04532]
 models and the BuckleyJames multiple regression model for rightcensored responses, and implements penalized ... likelihood estimation for logistic and ordinary linear models. rms works with almost any regression model ... regression, accelerated failure time models, ordinary linear models, the BuckleyJames model, generalized least squares ... serially or spatially correlated observations, generalized linear models, and quantile regression...

LISPSTAT
 Referenced in 117 articles
[sw01111]
 adds a variety of basic statistical and linear algebra functions. A portable window system interface ... basis for statistical model representations, such as linear ... nonlinear regression models and generalized linear models. Many aspects of the system design were motivated...

forecast
 Referenced in 151 articles
[sw04505]
 Forecasting functions for time series and linear models , Methods and tools for displaying and analysing...

MIM
 Referenced in 134 articles
[sw26139]
 particular families of models, including loglinear models, Gaussian models, and models for mixed discrete...