Ecosyste.ms: Packages
An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.
cran.r-project.org "causal-inference" keyword
Top 3.0% on cran.r-project.org
23 versions - Latest release: 2 months ago - 11 dependent packages - 21 dependent repositories - 6.4 thousand downloads last month - 931 stars on GitHub - 1 maintainer
grf 2.3.2
Generalized Random Forests23 versions - Latest release: 2 months ago - 11 dependent packages - 21 dependent repositories - 6.4 thousand downloads last month - 931 stars on GitHub - 1 maintainer
Top 6.2% on cran.r-project.org
24 versions - Latest release: 1 day ago - 6 dependent packages - 8 dependent repositories - 3.66 thousand downloads last month - 98 stars on GitHub - 1 maintainer
WeightIt 1.1.0
Weighting for Covariate Balance in Observational Studies24 versions - Latest release: 1 day ago - 6 dependent packages - 8 dependent repositories - 3.66 thousand downloads last month - 98 stars on GitHub - 1 maintainer
jointVIP 0.1.2
Prioritize Variables with Joint Variable Importance Plot in Observational Study Design3 versions - Latest release: about 1 year ago - 217 downloads last month - 5 stars on GitHub - 1 maintainer
BiCausality 0.1.4
Binary Causality Inference Framework4 versions - Latest release: 5 months ago - 236 downloads last month - 2 stars on GitHub - 1 maintainer
Top 3.8% on cran.r-project.org
14 versions - Latest release: about 2 months ago - 8 dependent packages - 27 dependent repositories - 4.33 thousand downloads last month - 425 stars on GitHub - 1 maintainer
ggdag 0.2.12 💰
Analyze and Create Elegant Directed Acyclic Graphs14 versions - Latest release: about 2 months ago - 8 dependent packages - 27 dependent repositories - 4.33 thousand downloads last month - 425 stars on GitHub - 1 maintainer
maq 0.4.0
Multi-Armed Qini5 versions - Latest release: 17 days ago - 285 downloads last month - 8 stars on GitHub - 1 maintainer
lmtp 1.3.3
Non-Parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies8 versions - Latest release: about 1 month ago - 599 downloads last month - 53 stars on GitHub - 1 maintainer
cfid 0.1.7
Identification of Counterfactual Queries in Causal Models4 versions - Latest release: 5 months ago - 272 downloads last month - 6 stars on GitHub - 1 maintainer
Rforestry 0.10.0
Random Forests, Linear Trees, and Gradient Boosting for Inference and Interpretability10 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 464 downloads last month - 30 stars on GitHub - 1 maintainer
jointCalib 0.1.0
A Joint Calibration of Totals and Quantiles1 version - Latest release: 8 months ago - 161 downloads last month - 3 stars on GitHub - 1 maintainer
ciccr 0.3.0
Causal Inference in Case-Control and Case-Population Studies3 versions - Latest release: 7 months ago - 203 downloads last month - 2 stars on GitHub - 1 maintainer
drord 1.0.1
Doubly-Robust Estimators for Ordinal Outcomes2 versions - Latest release: almost 3 years ago - 158 downloads last month - 4 stars on GitHub - 1 maintainer
targeted 0.2.0
Targeted Inference6 versions - Latest release: over 2 years ago - 2 dependent packages - 2 dependent repositories - 1.29 thousand downloads last month - 8 stars on GitHub - 1 maintainer
causaleffect 1.3.15
Deriving Expressions of Joint Interventional Distributions and Transport Formulas in Causal Models20 versions - Latest release: almost 2 years ago - 1 dependent package - 492 downloads last month - 26 stars on GitHub - 1 maintainer
rsmatch 0.2.1
Matching Methods for Time-Varying Observational Studies2 versions - Latest release: 3 months ago - 156 downloads last month - 2 stars on GitHub - 1 maintainer
endoSwitch 1.0.0
Endogenous Switching Regression Models1 version - Latest release: about 4 years ago - 192 downloads last month - 1 stars on GitHub - 1 maintainer
txshift 0.3.8
Efficient Estimation of the Causal Effects of Stochastic Interventions5 versions - Latest release: about 2 years ago - 7 dependent repositories - 203 downloads last month - 12 stars on GitHub - 1 maintainer
VLTimeCausality 0.1.4
Variable-Lag Time Series Causality Inference Framework5 versions - Latest release: over 2 years ago - 290 downloads last month - 41 stars on GitHub - 1 maintainer
optic 1.0.1
Simulation Tool for Causal Inference Using Longitudinal Data2 versions - Latest release: 9 months ago - 110 downloads last month - 8 stars on GitHub - 1 maintainer
ATbounds 0.1.0
Bounding Treatment Effects by Limited Information Pooling1 version - Latest release: over 2 years ago - 248 downloads last month - 3 stars on GitHub - 1 maintainer
drtmle 1.1.2
Doubly-Robust Nonparametric Estimation and Inference8 versions - Latest release: over 1 year ago - 1 dependent repositories - 280 downloads last month - 18 stars on GitHub - 1 maintainer
haldensify 0.2.3
Highly Adaptive Lasso Conditional Density Estimation5 versions - Latest release: about 2 years ago - 1 dependent package - 18 dependent repositories - 347 downloads last month - 15 stars on GitHub - 1 maintainer
DoubleML 1.0.0
Double Machine Learning in R13 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 1.01 thousand downloads last month - 112 stars on GitHub - 1 maintainer
BPrinStratTTE 0.0.7
Causal Effects in Principal Strata Defined by Antidrug Antibodies2 versions - Latest release: 22 days ago - 217 downloads last month - 0 stars on GitHub - 1 maintainer
policytree 1.2.2
Policy Learning via Doubly Robust Empirical Welfare Maximization over Trees13 versions - Latest release: 11 months ago - 1 dependent package - 2 dependent repositories - 577 downloads last month - 72 stars on GitHub - 1 maintainer
TrialEmulation 0.0.3.8
Causal Analysis of Observational Time-to-Event Data2 versions - Latest release: 3 months ago - 215 downloads last month - 7 stars on GitHub - 1 maintainer
regmedint 1.0.1 💰
Regression-Based Causal Mediation Analysis with Interaction and Effect Modification Terms5 versions - Latest release: 4 months ago - 2 dependent repositories - 313 downloads last month - 25 stars on GitHub - 1 maintainer
plotBart 0.1.7
Diagnostic and Plotting Functions to Supplement 'bartCause'1 version - Latest release: almost 2 years ago - 1 dependent repositories - 138 downloads last month - 2 stars on GitHub - 1 maintainer
RcausalEGM 0.3.3
A General Causal Inference Framework by Encoding Generative Modeling1 version - Latest release: about 1 year ago - 156 downloads last month - 52 stars on GitHub - 1 maintainer
AIPW 0.6.3.2
Augmented Inverse Probability Weighting1 version - Latest release: almost 3 years ago - 1 dependent repositories - 19 stars on GitHub - 1 maintainer
Top 5.2% on cran.r-project.org
41 versions - Latest release: about 1 month ago - 8 dependent packages - 12 dependent repositories - 7.45 thousand downloads last month - 65 stars on GitHub - 1 maintainer
cobalt 4.5.5
Covariate Balance Tables and Plots41 versions - Latest release: about 1 month ago - 8 dependent packages - 12 dependent repositories - 7.45 thousand downloads last month - 65 stars on GitHub - 1 maintainer
medflex 0.4.0 removed
Flexible Mediation Analysis Using Natural Effect Models9 versions - Latest release: over 9 years ago - 3 dependent repositories - 496 downloads last month - 16 stars on GitHub - 1 maintainer
fairadapt 0.2.7 removed
Fair Data Adaptation with Quantile Preservation9 versions - Latest release: 7 months ago - 272 downloads last month - 1 stars on GitHub - 1 maintainer
Related Keywords
r
11
machine-learning
8
treatment-effects
5
statistics
5
econometrics
3
longitudinal-data
3
r-package
3
simulation
2
censored-data
2
identifiability
2
directed-acyclic-graph
2
robust-statistics
2
stochastic-interventions
2
survival-analysis
2
targeted-learning
2
causal-models
2
causality-algorithms
2
double-robust
2
mediation-analysis
2
partial-identification
2
rstats
2
propensity-scores
2
observational-study
2
inverse-probability-weights
2
random-forest
2
statistical-inference
1
iptw
1
tmle
1
conditional-density-estimates
1
density-estimation
1
highly-adaptive-lasso
1
ensemble-learning
1
unconfoundedness-assumption
1
limited-overlap
1
lack-of-overlap
1
diff-in-diff
1
transfer-entropy
1
time-series-analysis
1
time-series
1
granger-causality
1
variable-importance
1
stochastic-treatment-regimes
1
trees
1
fairness
1
flexible-modeling
1
robust-estimators
1
generative-model
1
deep-generative-model
1
causality
1
causal-machine-learning
1
bart
1
policy-learning
1
time-to-event
1
stan
1
principal-stratification
1
pharmaceutical-development
1
mcmc-methods
1
estimand
1
clinical-trial
1
bayesian-methods
1
mlr3
1
double-machine-learning
1
data-science
1
propensity-score
1
nonparametric-regression
1
random-forests
1
monotonic-constraints
1
interpretability
1
boosting
1
bagging
1
counterfactuals
1
counterfactual
1
precision-medicine
1
nonparametric-statistics
1
modified-treatment-policy
1
policy-evaluation
1
knapsack-problem
1
ggplot-extension
1
dag
1
frequent-pattern-mining
1
exploratory-data-analysis
1
estimation-statistics
1
binary-variable
1
study-design
1
causal-forest
1
causal-effects
1
endogeneity
1
time-varying
1
observational-data
1
matching
1
longitudinal-analysis
1
igraph
1
identification
1
graphs
1
semiparametric-estimation
1
estimation
1
ordinal-regression
1
mann-whitney
1
covid-19
1
case-control-studies
1