• selectiveInference

  • Referenced in 28 articles [sw19124]
  • package selectiveInference: Tools for Post-Selection Inference. New tools for post-selection inference...
  • quantreg

  • Referenced in 161 articles [sw04356]
  • package quantreg: Quantile Regression. Estimation and inference methods for models of conditional quantiles: Linear ... methods for handling censored survival data. Portfolio selection methods based on expected shortfall risk...
  • TIGRESS

  • Referenced in 9 articles [sw23826]
  • Inference of Gene REgulation using Stability Selection. BACKGROUND: Inferring the structure of gene regulatory networks ... inference as a sparse regression problem and investigate the performance of a popular feature selection ... call TIGRESS (for Trustful Inference of Gene REgulation with Stability Selection), was ranked among ... confirms the potential of feature selection techniques for GRN inference. Code and data are available...
  • pcalg

  • Referenced in 90 articles [sw06072]
  • package pcalg: Estimation of CPDAG/PAG and causal inference using the IDA algorithm , Standard and robust ... estimated if latent variables and/or selection variables are assumed to be present. FCI and RFCI ... available for estimating PAGs. Functions for causal inference using the IDA algorithm (based...
  • spatstat

  • Referenced in 142 articles [sw04429]
  • simulation, spatial sampling, model diagnostics, and formal inference. Data types include point patterns, line segment ... relative risk estimation with cross-validated bandwidth selection, mark correlation functions, segregation indices, mark dependence ... simulated automatically. Also provides facilities for formal inference (such as chi-squared tests) and model...
  • gRc

  • Referenced in 24 articles [sw06083]
  • Vertex Symmetries , Estimation, model selection and other aspects of statistical inference in Graphical Gaussian models...
  • Glmulti

  • Referenced in 15 articles [sw10544]
  • package for automated model selection and multi-model inference with glm and related functions. From ... returned, allowing model selection and multi-model inference through standard R functions. The package...
  • hdm

  • Referenced in 7 articles [sw21313]
  • Implementation of selected high-dimensional statistical and econometric methods for estimation and inference. Efficient estimators ... Moreover, the methods enable valid post-selection inference and rely on a theoretically grounded, data...
  • MIM

  • Referenced in 133 articles [sw26139]
  • Further chapters cover hypothesis testing and model selection. Chapters ... summarizes some recent work on causal inference, relevant when graphical models are given a causal...
  • MuMIn

  • Referenced in 11 articles [sw20887]
  • package MuMIn: Multi-Model Inference. Model selection and model averaging based on information criteria (AICc...
  • abcrf

  • Referenced in 19 articles [sw21308]
  • inference for models associated with intractable likelihood functions. Most ABC implementations require the preliminary selection ... conduct likelihood-free Bayesian inferences about parameters with no prior selection of the relevant components...
  • ABC-SysBio

  • Referenced in 8 articles [sw24739]
  • modeling of biological processes are model selection and the estimation of associated parameters. A number ... SysBio, that implements parameter inference and model selection for dynamical systems in an approximate Bayesian ... parameter inference and ABC SMC for model selection. It is designed to work with models...
  • SFO

  • Referenced in 8 articles [sw08759]
  • problems such as feature selection, clustering, inference and optimized information gathering...
  • VineCopula

  • Referenced in 40 articles [sw08160]
  • inference of vine copulas. It contains tools for bivariate exploratory data analysis, bivariate copula selection...
  • DrScheme

  • Referenced in 29 articles [sw01265]
  • that explains specific inferences in terms of a value-flow graph, selectively overlaid...
  • structSSI

  • Referenced in 3 articles [sw24357]
  • structSSI: Simultaneous and Selective Inference for Grouped or Hierarchically Structured Data. The R package structSSI ... recently developed simultaneous and selective inference techniques: the group Benjamini-Hochberg and hierarchical false discovery...
  • BartPy

  • Referenced in 83 articles [sw40584]
  • likelihood. This approach enables full posterior inference including point and interval estimates of the unknown ... also be used for model-free variable selection. BART’s many features are illustrated with...
  • CDVine

  • Referenced in 52 articles [sw08161]
  • copulas. This package provides functions for statistical inference of canonical vine (C-vine ... bivariate as well as vine copula selection. Models can be estimated either sequentially...
  • BayesTree

  • Referenced in 64 articles [sw07995]
  • likelihood. This approach enables full posterior inference including point and interval estimates of the unknown ... also be used for model-free variable selection. BART’s many features are illustrated with...
  • selective-inference

  • Referenced in 1 article [sw34654]
  • Selective-inference: This project contains software for selective inference, with emphasis on selective inference...