vdorie / aciccomp

Related projects ⓘ

Alternatives and complementary repositories for aciccomp

• ehkennedy / npcausal
  ☆92Updated 10 months ago
• xnie / rlearner
  Quasi-Oracle Estimation of Heterogeneous Treatment Effects
  ☆103Updated 3 years ago
• soerenkuenzel / hte
  ☆31Updated 2 years ago
• stablemarkets / intro_bayesian_causal
  Repository for Introduction to Bayesian Estimation of Causal Effects
  ☆58Updated 4 years ago
• soerenkuenzel / causalToolbox
  ☆42Updated 3 years ago
• vdorie / bartCause
  Causal Inference using Bayesian Additive Regression Trees
  ☆78Updated last month
• osofr / simcausal
  Simulating Longitudinal and Network Data with Causal Inference Applications
  ☆64Updated 3 months ago
• swager / balanceHD
  Approximately balanced estimation of average treatment effects in high dimensions.
  ☆33Updated 3 years ago
• IBM-HRL-MLHLS / IBM-Causal-Inference-Benchmarking-Framework
  Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code
  ☆80Updated 6 years ago
• vdorie / npci
  Non-parametrics for Causal Inference
  ☆43Updated 2 years ago
• nt-williams / lmtp
  Non-parametric Causal Effects Based on Modified Treatment Policies
  ☆60Updated this week
• forestry-labs / causalToolbox
  ☆38Updated last year
• jantonelli111 / DoublyRobustHD
  R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods
  ☆26Updated 3 years ago
• grf-labs / policytree
  Policy learning via doubly robust empirical welfare maximization over trees
  ☆76Updated 4 months ago
• jaredsmurray / bcf
  Bayesian Causal Forests
  ☆40Updated 5 months ago
• socket778 / XBCF
  R and python implementations of Accelerated Bayesian Causal Forest.
  ☆25Updated 4 months ago
• ck37 / atlantic-causal-2017
  Targeted Learning entry in the Atlantic Causal Inference Conference's 2017 competition
  ☆12Updated 7 years ago
• fbargaglistoffi / BCF-IV
  Package for heterogeneous causal effects in the presence of imperfect compliance (e.g., instrumental variables, fuzzy regression disconti…
  ☆13Updated 8 months ago
• anishazaveri / austen_plots
  Demo data and code for "Sense and Sensitivity Analysis: Simple Post-Hoc Analysis of Bias Due to Unobserved Confounding".
  ☆25Updated 2 years ago
• ngreifer / WeightIt
  WeightIt: an R package for propensity score weighting
  ☆102Updated this week
• williazo / mvGPS
  Tools for estimating causal effects for multivariate continuous exposures
  ☆13Updated 2 years ago
• migariane / TutorialComputationalCausalInferenceEstimators
  Tutorial_Computational_Causal_Inference_Estimators
  ☆29Updated 3 years ago
• ryantibs / conformal
  Tools for conformal inference in regression
  ☆221Updated 2 months ago
• caus-am / jci
  Code for the paper "Joint Causal Inference from Multiple Contexts" (JMLR 2020)
  ☆15Updated 4 years ago
• annennenne / causalDisco
  Tools for causal discovery in R
  ☆18Updated 5 months ago
• swager / causalForest
  DEPRECATED. See new generalized random forest package for up-to-date implementation.
  ☆52Updated 7 years ago
• migariane / SIM-TMLE-tutorial
  Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017
  ☆15Updated 4 years ago
• alexluedtke12 / pydimple
  ☆12Updated 4 months ago
• tlverse / tlverse-handbook
  🎯 Targeted Learning in R: A Causal Data Science Handbook
  ☆58Updated 2 weeks ago
• nhejazi / haldensify
  R/haldensify: Highly Adaptive Lasso Conditional Density Estimation
  ☆17Updated last month