• VGAM

  • Referenced in 108 articles [sw04490]
  • linear and additive models, and associated models (Reduced-Rank VGLMs, Quadratic RR-VGLMs, Reduced-Rank...
  • LowRankModels

  • Referenced in 38 articles [sw27002]
  • modeling and fitting generalized low rank models (GLRMs). GLRMs model a data array ... rank matrix, and include many well known models in data analysis, such as principal components...
  • Pyglrm

  • Referenced in 37 articles [sw27003]
  • modeling and fitting generalized low rank models (GLRMs), based on the Julia package LowRankModels.jl. GLRMs ... model a data array by a low rank matrix, and include many well known models...
  • BioBayes

  • Referenced in 26 articles [sw08082]
  • Bayesian parameter estimation and evidential model ranking over models of biochemical systems defined using ordinary...
  • FRK

  • Referenced in 119 articles [sw19172]
  • package FRK. Fixed Rank Kriging is a tool for spatial/spatio-temporal modelling and prediction with large...
  • prefmod

  • Referenced in 23 articles [sw08190]
  • package prefmod: Utilities to fit paired comparison models for preferences. Generates design matrix for analysing ... ratings or rankings) using a loglinear approach. Fits loglinear Bradley-Terry model (LLBT) exploting ... eliminate feature. Computes pattern models for paired comparisons, rankings, and ratings. Some treatment of missing ... Fits latent class (mixture) models for paired comparison, rating and ranking patterns using a nonparametric...
  • N-way Toolbox

  • Referenced in 30 articles [sw12996]
  • models; Fitting multi-way Tucker models; Fitting the generalized rank annihilation method; Fitting the direct...
  • UQLab

  • Referenced in 43 articles [sw19740]
  • polynomial chaos expansions, Gaussian process modelling, a.k.a. Kriging, low-rank tensor approximations), rare event estimation...
  • Rankcluster

  • Referenced in 7 articles [sw16101]
  • Rankcluster. Implementation of a model-based clustering algorithm for ranking data. Multivariate rankings as well ... extension of the Insertion Sorting Rank (ISR) model for ranking data, which is a meaningful ... effective model parametrized by a position parameter (the modal ranking, quoted ... heterogeneity of the rank population is modelled by a mixture of ISR, whereas conditional independence...
  • Pmr

  • Referenced in 8 articles [sw14715]
  • package pmr: Probability Models for Ranking Data. Descriptive statistics (mean rank, pairwise frequencies, and marginal ... probability models (Luce models, distance-based models, and rank-ordered logit models) and visualization with...
  • gbm

  • Referenced in 54 articles [sw07994]
  • Generalized Boosted Regression Models. This package implements extensions to Freund and Schapire’s AdaBoost algorithm ... loss, Huberized hinge loss, and Learning to Rank measures (LambdaMart...
  • SVMlight

  • Referenced in 264 articles [sw04076]
  • objects as accurately as possible. Such ranking problems naturally occur in applications like search engines ... SVMlight can also train SVMs with cost models (see [Morik et al., 1999]). The code...
  • VGAMdata

  • Referenced in 12 articles [sw18444]
  • additive models (VGLMs/VGAMs), and associated models (Reduced-Rank VGLMs, Quadratic RR-VGLMs, Row-Column Interaction...
  • wwcode

  • Referenced in 21 articles [sw26044]
  • Rank-Based Analysis of Linear Models Using R. It is well-known that Wilcoxon procedures...
  • EigenRank

  • Referenced in 15 articles [sw33329]
  • approach that addresses the item ranking problem directly by modeling user preferences derived from ... users based on the correlation between their rankings of the items rather than the rating...
  • VisualUTA

  • Referenced in 111 articles [sw16231]
  • method for multiple criteria ranking of alternatives from set A using a set of additive ... called reference alternatives. The preference model built via ordinal regression ... compatible with the preference information. Using this model, one can define two relations ... necessary (strong) and a possible (weak) ranking of alternatives from A, being, respectively, a partial...
  • rankdist

  • Referenced in 4 articles [sw29955]
  • package rankdist: Distance Based Ranking Models. Implements distance based probability models for ranking data ... distance and Weighted Kendall distance. Phi-component model and mixture models are also supported...
  • aftgee

  • Referenced in 8 articles [sw14643]
  • Failure Time Model with Generalized Estimating Equations. This package features both rank-based estimates ... Accelerated Failure Time (AFT) model. For rank-based estimation, it provides approaches that include...
  • CMA-ES

  • Referenced in 121 articles [sw05063]
  • matrix amounts to learning a second order model of the underlying objective function similar ... underlying objective function are made. Only the ranking between candidate solutions is exploited for learning...
  • FITradeoff

  • Referenced in 15 articles [sw33553]
  • Interactive Tradeoff elicitation procedure for multicriteria additive models in MAVT scope. The Flexible and Interactive ... preferences for choice and ranking problematics, according to an additive model in MAVT (Multi-Attribute...