itamarst/eliot

Eliot: the logging system that tells you *why* it happened

Language: Python - Size: 1.91 MB - Last synced: about 20 hours ago - Pushed: 2 months ago - Stars: 1,087 - Forks: 65

wmayner/pyphi

A toolbox for integrated information theory.

Language: Python - Size: 22 MB - Last synced: 18 days ago - Pushed: about 1 month ago - Stars: 353 - Forks: 95

vangj/py-bbn

Inference in Bayesian Belief Networks using Probability Propagation in Trees of Clusters (PPTC) and Gibbs sampling

Language: Jupyter Notebook - Size: 2.92 MB - Last synced: 1 day ago - Pushed: about 1 month ago - Stars: 53 - Forks: 17

jabowery/HumesGuillotine

Hume's Guillotine: Beheading the social pseudo-sciences with the Algorithmic Information Criterion for CAUSAL model selection.

Size: 62.2 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 1 - Forks: 0

oneoffcoder/py-pair

Pairwise association measures of statistical variable types

Language: Python - Size: 355 KB - Last synced: about 1 month ago - Pushed: almost 2 years ago - Stars: 22 - Forks: 3

msuzen/looper

A resource list for causality in statistics, data science and physics

Size: 506 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 222 - Forks: 27

LeihuaYe/Causal-Inference-Using-Quasi-Experimental-Methods

Causal Inference Using Quasi-Experimental Methods

Size: 26.4 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 17 - Forks: 9

guhjy/varImpact Fork of ck37/varimpact

Variable importance through causal inference, with Alan Hubbard

Language: R - Size: 301 KB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

guhjy/tsbcf Fork of jestarling/tsbcf

R package for Targeted Smooth Bayesian Causal Forests (Starling 2019).

Size: 99.8 MB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

guhjy/tjbal Fork of xuyiqing/tjbal

Trajectory Balancing

Language: R - Size: 108 KB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

guhjy/simcausal Fork of osofr/simcausal

Simulating Longitudinal and Network Data with Causal Inference Applications

Language: R - Size: 714 KB - Last synced: 9 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

guhjy/rlearner Fork of xnie/rlearner

Quasi-Oracle Estimation of Heterogeneous Treatment Effects

Size: 7.13 MB - Last synced: 9 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

guhjy/R-Causal-Inference Fork of benhhu/R-Causal-Inference

R codes for PHC6016 Causal Inference Lecture

Language: R - Size: 112 KB - Last synced: 9 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

guhjy/r-causal Fork of bd2kccd/r-causal

R Wrapper for Tetrad Library

Language: Java - Size: 26.9 MB - Last synced: 9 months ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

guhjy/qss Fork of kosukeimai/qss

Supplementary Materials for ``Quantitative Social Science: An Introduction''

Language: R - Size: 14.7 MB - Last synced: 9 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

guhjy/npcausal Fork of ehkennedy/npcausal

Language: R - Size: 420 KB - Last synced: 9 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

guhjy/MarginalCausality Fork of Monneret/MarginalCausality

Assess downstream causality between two variables.

Language: R - Size: 146 KB - Last synced: 9 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

guhjy/inferference Fork of bsaul/inferference

An R package for causal inference with interference ('inferference')

Language: HTML - Size: 1.29 MB - Last synced: 9 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

guhjy/HETMOR-Causal-Inference Fork of migariane/HETMOR-Causal-Inference

Effect modification and collapsibility when estimating the effectiveness of public health interventions: A Monte Carlo Simulation

Size: 7.97 MB - Last synced: 9 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

guhjy/HetcorPC Fork of cuiruifei/HetcorPC

The Hetcor PC algorithm for causal discovery from mixed continuous and ordinal data.

Language: R - Size: 89.8 KB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

guhjy/githubcausalsvm Fork of shangtai/githubcausalsvm

Code to implement causal SVM

Language: R - Size: 6.11 MB - Last synced: 9 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

guhjy/dmlmt Fork of MCKnaus/dmlmt

Double Machine Learning for Multiple Treatments

Size: 31.3 KB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

guhjy/DoublyRobustHD Fork of jantonelli111/DoublyRobustHD

R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods

Language: R - Size: 232 KB - Last synced: 9 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

guhjy/DeepIV Fork of jhartford/DeepIV

Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction

Language: Python - Size: 63.5 KB - Last synced: 9 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

guhjy/DataGenerationForCausalInference Fork of QuantLet/DataGenerationForCausalInference

Generates synthetic data to apply simulations for causal inference

Language: R - Size: 978 KB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

guhjy/CrashCourseCausalInference Fork of migariane/CrashCourseCausalInference

Introduction to Causal Inference in Epidemilogy a Crash Course in Spanish

Size: 53.5 MB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

guhjy/CopulaFactorModel Fork of cuiruifei/CopulaFactorModel

Inference for Gaussian copula factor models and its application to causal discovery.

Language: R - Size: 101 KB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

guhjy/ci-bart Fork of statsbylopez/ci-bart

Causal inference under multiple treatments using BART

Language: R - Size: 5.01 MB - Last synced: 9 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

guhjy/causaltrail Fork of unisb-bioinf/causaltrail

CausalTrail - a tool for performing causal reasoning using the do-calculus

Language: C++ - Size: 21.1 MB - Last synced: 9 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

guhjy/CCI Fork of ericstrobl/CCI

Cyclic Causal Inference

Language: R - Size: 97.7 KB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

guhjy/CausalModeling Fork of pedrosan/CausalModeling

Language: CSS - Size: 26.4 KB - Last synced: 9 months ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

guhjy/causal_inference_python_code Fork of jrfiedler/causal_inference_python_code

Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robbins

Language: Jupyter Notebook - Size: 159 KB - Last synced: 9 months ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

guhjy/causamed Fork of kaskarn/causamed

Implementation of Tyler Vanderweele's methods for mediation

Language: R - Size: 43.9 KB - Last synced: 9 months ago - Pushed: about 7 years ago - Stars: 1 - Forks: 0

guhjy/causalTree Fork of susanathey/causalTree

Working repository for Causal Tree and extensions

Language: C - Size: 1.91 MB - Last synced: 9 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

guhjy/causalXtreme Fork of nicolagnecco/causalXtreme

An R package for causal discovery in heavy-tailed models

Language: R - Size: 136 KB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

guhjy/CausalMST Fork of kbroman/CausalMST

Causal Model Selection Hypothesis Tests

Language: R - Size: 2.96 MB - Last synced: 9 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

guhjy/causalsandwich Fork of BarkleyBG/causalsandwich

Simple implementation for estimating causal effects with M-estimation and sandwich variance estimators

Language: R - Size: 30.3 KB - Last synced: 9 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

guhjy/CausalMissingValues Fork of cuiruifei/CausalMissingValues

Causal discovery from mixed data with missing values.

Language: R - Size: 73.2 KB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

guhjy/causality Fork of akelleh/causality

Tools for causal analysis

Language: Python - Size: 97.7 KB - Last synced: 9 months ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

guhjy/causalToolbox Fork of soerenkuenzel/causalToolbox

Language: R - Size: 29.9 MB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

guhjy/causalMGM Fork of benoslab/causalMGM

causalMGM is an R package that allow users to learn undirected and directed (causal) graphs over mixed data types (i.e., continuous and discrete variables).

Language: R - Size: 55.4 MB - Last synced: 9 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

guhjy/causality-1 Fork of tzimiskes/causality

Discover the Underlying Causal Structure of Data

Language: R - Size: 551 KB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

guhjy/CausalImpact Fork of google/CausalImpact

An R package for causal inference in time series

Language: R - Size: 3.07 MB - Last synced: 9 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

guhjy/causal-inference-tutorial Fork of amit-sharma/causal-inference-tutorial

Repository with code and slides for a tutorial on causal inference.

Language: R - Size: 20.5 MB - Last synced: 9 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

guhjy/causal-decomposition-analysis Fork of accyang/causal-decomposition-analysis

Size: 687 KB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

guhjy/causalgraphs Fork of NickCH-K/causalgraphs

R code for causal graph animations

Language: R - Size: 31.3 KB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

guhjy/Causal-Inference-in-Epidemiology Fork of migariane/Causal-Inference-in-Epidemiology

Causal Inference in Epidemiology

Size: 103 MB - Last synced: 9 months ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

guhjy/bmlingam Fork of taku-y/bmlingam

Language: Python - Size: 1.45 MB - Last synced: 9 months ago - Pushed: about 7 years ago - Stars: 0 - Forks: 0

guhjy/bcfbma Fork of EoghanONeill/bcfbma

Bayesian Causal Forests using Bayesian Model Averaging (BCF-BMA)

Size: 3.46 MB - Last synced: 9 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

guhjy/bartCause Fork of vdorie/bartCause

Causal Inference using Bayesian Additive Regression Trees

Language: R - Size: 67.4 KB - Last synced: 9 months ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

guhjy/awesome-causality-data Fork of rguo12/awesome-causality-data

A data index for learning causality.

Size: 21.5 KB - Last synced: 9 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

guhjy/awesome-causality-algorithms Fork of rguo12/awesome-causality-algorithms

An index of algorithms for learning causality with data

Size: 343 KB - Last synced: 9 months ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

guhjy/atlantic-causal-2017 Fork of ck37/atlantic-causal-2017

Targeted Learning entry in the Atlantic Causal Inference Conference's 2017 competition

Language: R - Size: 1.32 MB - Last synced: 9 months ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

guhjy/aci Fork of caus-am/aci

Ancestral Causal Inference (ACI)

Language: R - Size: 295 KB - Last synced: 9 months ago - Pushed: over 7 years ago - Stars: 0 - Forks: 0

IlyaGusev/HeadlineCause

A dataset of news headlines for detecting causalities

Language: Jupyter Notebook - Size: 3.31 MB - Last synced: 9 months ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 0

aamend/pathogen

The rooster crows immediately before sunrise, the rooster causes the sun to rise

Language: Scala - Size: 316 KB - Last synced: 16 days ago - Pushed: over 2 years ago - Stars: 10 - Forks: 4

opasche/ExtremalCausalModelling

Repository for the paper: "Causal Modelling of Heavy-Tailed Variables and Confounders with Application to River Flow".

Language: Jupyter Notebook - Size: 55.7 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

guhjy/positivity Fork of tranlm/positivity

Language: TeX - Size: 699 KB - Last synced: 9 months ago - Pushed: about 9 years ago - Stars: 0 - Forks: 0

guhjy/lrecCompare Fork of tranlm/lrecCompare

Comparison of Double Robust Methods with Positivity Violations (R-package)

Language: R - Size: 340 MB - Last synced: 9 months ago - Pushed: over 8 years ago - Stars: 0 - Forks: 0

guhjy/npci Fork of vdorie/npci

Non-parametrics for Causal Inference

Language: R - Size: 146 KB - Last synced: 9 months ago - Pushed: over 8 years ago - Stars: 0 - Forks: 0

guhjy/ICHPS Fork of statsbylopez/ICHPS

Causal inference with multiple treatments

Language: R - Size: 16.6 KB - Last synced: 9 months ago - Pushed: about 8 years ago - Stars: 0 - Forks: 0

guhjy/tile-simcf Fork of jrnold/tile-simcf

R packages for visualizing statistical models, with tools for counterfactual simulation

Language: R - Size: 2.04 MB - Last synced: 9 months ago - Pushed: almost 9 years ago - Stars: 0 - Forks: 0

guhjy/causal-1 Fork of ehsanx/causal

Causal Inference using R. Examples are from the book Causal Inference (Chapman & Hall/CRC, 2012) by Miguel Hernán and Jamie Robins. Complete contributor/reviewer list is updated in http://www.hsph.harvard.edu/faculty/miguel-hernan/causal-inference-book/

Language: R - Size: 129 KB - Last synced: 9 months ago - Pushed: almost 12 years ago - Stars: 0 - Forks: 0

guhjy/causal-network-effects Fork of ptoulis/causal-network-effects

Causal inference with interference (embedded on a graph).

Language: R - Size: 279 KB - Last synced: 9 months ago - Pushed: over 8 years ago - Stars: 0 - Forks: 0