• MultiNest

  • Referenced in 34 articles [sw10481]
  • MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics. We present ... nested sampling algorithm, called MultiNest. This Bayesian inference tool calculates the evidence, with an associated ... further substantial improvements in sampling efficiency and robustness, as compared to the original algorithm presented ... techniques in a wide range of astrophysical inference problems. The accuracy and economy...
  • pcalg

  • Referenced in 80 articles [sw06072]
  • CPDAG/PAG and causal inference using the IDA algorithm , Standard and robust estimation of the equivalence ... available for estimating PAGs. Functions for causal inference using the IDA algorithm (based...
  • LOWESS

  • Referenced in 26 articles [sw08989]
  • with long-tailed symmetric errors (robust fitting). Statistics for inference are not computed. S-Plus ... Carolina State University, Raleigh, North Carolina, 1978. Robust Locally Weighted Fitting and Smoothing Scatterplots...
  • FRANz

  • Referenced in 9 articles [sw35294]
  • dataset with known pedigree. The parentage inference is robust even in the presence of genotyping...
  • FRB

  • Referenced in 4 articles [sw14567]
  • Robust Bootstrap. This package performs robust inference based on applying Fast and Robust Bootstrap...
  • MatchIt

  • Referenced in 12 articles [sw10538]
  • used without MatchIt, but produce inferences with substantially more robustness and less sensitivity to modeling...
  • GOOSE

  • Referenced in 12 articles [sw02466]
  • cannot be assured of the robustness of the commonsense inference, in a substantial number...
  • mtclust

  • Referenced in 3 articles [sw34571]
  • Robust inference for parsimonious model-based clustering. We introduce a robust clustering procedure for parsimonious...
  • IRIS

  • Referenced in 10 articles [sw07075]
  • IRIS (Interactive Robustness analysis and parameters’ Inference for multicriteria Sorting) is a Decision Support Software ... assignments for the actions, IRIS allows drawing robust conclusions by indicating the range of assignments...
  • DepthProc

  • Referenced in 7 articles [sw17738]
  • user friendly tools for robust exploration and inference for multivariate data. The offered techniques ... multivariate scatter estimators, multivariate Wilcoxon tests and robust regressions...
  • INDELible

  • Referenced in 7 articles [sw23043]
  • testing the accuracy and robustness of phylogenetic inference methods. However, current simulation programs are limited...
  • RPOLY

  • Referenced in 10 articles [sw05301]
  • RPoly, a PBO approach for the haplotype inference by pure parsimony (HIPP) problem. Moreover ... RPoly is currently the most efficient and robust HIPP approach...
  • nprobust

  • Referenced in 2 articles [sw30833]
  • package nprobust: Nonparametric Robust Estimation and Inference Methods using Local Polynomial Regression and Kernel Density ... local polynomial point estimation and robust bias-corrected inference, lpbwselect() for local polynomial bandwidth selection ... kernel density point estimation and robust bias-corrected inference, kdbwselect() for kernel density bandwidth selection...
  • CompPD

  • Referenced in 5 articles [sw24188]
  • have proved extremely useful in robust data analysis and inference for multivariate data. Many notions ... estimators usually possess very high breakdown point robustness and infinite sample relative efficiency. However ... impossible. This hinders the further inference procedures development in practice. Sporadically algorithms exist in individual...
  • LS-SVMlab

  • Referenced in 25 articles [sw07367]
  • learning, recurrent networks and control are available. Robustness, sparseness and weightings can be incorporated into ... Bayesian framework with three levels of inference has been developed. LS-SVM based primal-dual...
  • brms

  • Referenced in 19 articles [sw19099]
  • multilevel models using Stan for full Bayesian inference. A wide range of distributions and link ... allowing users to fit – among others – linear, robust linear, binomial, Poisson, survival, response times, ordinal...
  • Psignifit

  • Referenced in 1 article [sw27238]
  • psychometric function, providing a tool for robust inference for the psychometric function even for overdispersed...
  • ssmrob

  • Referenced in 1 article [sw24028]
  • package ssmrob: Robust estimation and inference in sample selection models. Package provides ... tools for robust estimation and inference for models with sample selectivity...
  • perccal

  • Referenced in 2 articles [sw21316]
  • Calibrated Percentile Double Bootstrap For Robust Linear Regression Inference. We consider inference for the parameters...
  • lspartition

  • Referenced in 2 articles [sw30834]
  • package lspartition: Nonparametric Estimation and Inference Procedures using Partitioning-Based Least Squares Regression. Tools ... their derivatives and for robust bias-corrected (pointwise and uniform) inference; lspkselect() for data-driven ... plots with robust confidence intervals and confidence bands; lsplincom() for estimation and inference for linear...