• SAS/STAT

  • Referenced in 438 articles [sw18788]
  • analyses, including analysis of variance, regression, categorical data analysis, multivariate analysis, survival analysis, psychometric analysis...
  • robustbase

  • Referenced in 491 articles [sw07114]
  • robust methods. This includes regression methodology including model selections and multivariate statistics where we strive...
  • nlmdl

  • Referenced in 119 articles [sw27811]
  • generalized least squares estimates for a multivariate nonlinear regression model. Use the SUR option...
  • pls

  • Referenced in 34 articles [sw04365]
  • Partial Least Squares and Principal Component regression , Multivariate regression methods Partial Least Squares Regression (PLSR...
  • gss

  • Referenced in 293 articles [sw06099]
  • that are suitable for both univariate and multivariate problems. In this book, the author presents ... unified framework. Methods are developed for (i) regression with Gaussian and non-Gaussian responses ... penalized likelihood method and the construction of multivariate models with built-in ANOVA decompositions. Extensive ... popular S/S- PLUS language. Code for regression has been distributed in the R package...
  • CMARS

  • Referenced in 28 articles [sw08523]
  • CMARS: A new contribution to nonparametric regression with multivariate adaptive regression splines supported by continuous ... method for modelling relationships between variables. Multivariate adaptive regression splines (MARS) especially is very useful...
  • PRELIS

  • Referenced in 37 articles [sw09526]
  • linear regression; Logistic regression; Univariate and multivariate censored regression; ML and MINRES exploratory factor analysis...
  • earth

  • Referenced in 22 articles [sw08019]
  • package earth: Multivariate Adaptive Regression Spline Models. Build regression models using the techniques in Friedman ... papers ”Fast MARS” and ”Multivariate Adaptive Regression Splines”. (The term ”MARS” is copyrighted and thus...
  • mvBACON

  • Referenced in 33 articles [sw36501]
  • detection of outliers in multivariate and regression data). The algorithms, however, can be applied more...
  • FSDA

  • Referenced in 23 articles [sw11737]
  • include the main traditional robust multivariate and regression techniques, including...
  • mda

  • Referenced in 20 articles [sw10631]
  • analysis. Mixture and flexible discriminant analysis, multivariate adaptive regression splines (MARS), BRUTO...
  • camel

  • Referenced in 10 articles [sw14318]
  • estimating sparse linear models; (2) Calibrated Multivariate Regression for estimating sparse multivariate linear models...
  • BIEMS

  • Referenced in 10 articles [sw21171]
  • instance, (M)AN(C)OVA, (multivariate) regression, or repeated measurements, the obtained Bayes factor...
  • MICE

  • Referenced in 163 articles [sw09315]
  • package mice: Multivariate Imputation by Chained Equations. Multiple imputation using Fully Conditional Specification (FCS) implemented ... predictive mean matching, normal), binary data (logistic regression), unordered categorical data (polytomous logistic regression...
  • MNM

  • Referenced in 48 articles [sw06075]
  • Spatial Signs and Ranks , The package provides multivariate tests, estimates and methods based ... sample problems, shape estimation and testing, linear regression and principal components...
  • ibr

  • Referenced in 7 articles [sw11227]
  • Recursive bias estimation for multivariate regression smoothers. This paper presents a practical and simple fully ... nonparametric multivariate smoothing procedure that adapts to the underlying smoothness of the true regression function ... knowledge, no other adaptive fully nonparametric regression estimator is available without constrained assumption such ... available at CRAN, implements the proposed multivariate nonparametric method...
  • LIBRA

  • Referenced in 29 articles [sw10553]
  • location, scale and skewness, multivariate location and covariance estimation (MCD), regression (LTS, MCD-regression), Principal...
  • MTS

  • Referenced in 7 articles [sw15485]
  • models, VAR models with exogenous variables, multivariate regression models with time series errors, augmented ... indices and Scalar Component Models. (b) For multivariate volatility modeling, the MTS package handles several...
  • ROAST

  • Referenced in 7 articles [sw17318]
  • rotation, a Monte Carlo technology for multivariate regression. Since the number of rotations does...
  • mixreg

  • Referenced in 6 articles [sw08157]
  • regressions. Fits mixtures of (possibly multivariate) regressions (which has been described as doing ANCOVA when...