Software

We collected statistical software tools useful for designing, implementing, and analyzing results from impact evaluations. You can search for functions and for software packages in R and Stata below.

package fn Member(s) Functionality Platform URL
ri2 conduct_ri Alex Coppock Randomization Inference for Randomized Experiments R https://rdrr.io/cran/ri2/
ri2 tidy Alex Coppock Randomization Inference for Randomized Experiments R https://rdrr.io/cran/ri2/
hettx detect_idiosyncratic Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx estimate_systematic Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx get.p.value Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx KS.stat Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx make.linear.data Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx make.quadradic.data Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx make.randomized.compliance.dat Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx make.randomized.dat Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx make.skew.data Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx Penn46_ascii Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx R2 Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx rq.stat Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx rq.stat.cond.cov Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx rq.stat.uncond.cov Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx SE Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx SKS.pool.t Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx SKS.stat Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx SKS.stat.cov Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx SKS.stat.cov.pool Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx SKS.stat.cov.rq Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx SKS.stat.int.cov Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx SKS.stat.int.cov.pool Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx test.stat.info Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx ToyData Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx variance.ratio.test Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
hettx WSKS.t Avi Feller Fisherian and Neymanian Methods for Detecting and Measuring Treatment Effect Variation R https://rdrr.io/cran/hettx/
sensemakr add_bound_to_contour Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr adjusted_estimate Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr adjusted_partial_r2 Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr adjusted_se Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr adjusted_t Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr bias Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr colombia Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr darfur Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr group_partial_r2 Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr model_helper Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr ovb_bounds Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr ovb_contour_plot Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr ovb_extreme_plot Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr ovb_minimal_reporting Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr ovb_partial_r2_bound Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr partial_f Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr partial_f2 Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr partial_r2 Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr rel_bias Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr relative_bias Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr resid_maker Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr robustness_value Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr sensemakr Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
sensemakr sensitivity_stats Chad Hazlett sensitivity analysis for linear regression R, Stata https://rdrr.io/cran/sensemakr/
CBPS AsyVar Chad Hazlett, Kosuke Imai Covariate Balancing Propensity Score R https://rdrr.io/cran/CBPS/
CBPS balance Chad Hazlett, Kosuke Imai Covariate Balancing Propensity Score R https://rdrr.io/cran/CBPS/
CBPS Blackwell Chad Hazlett, Kosuke Imai Covariate Balancing Propensity Score R https://rdrr.io/cran/CBPS/
CBPS CBIV Chad Hazlett, Kosuke Imai Covariate Balancing Propensity Score R https://rdrr.io/cran/CBPS/
CBPS CBMSM Chad Hazlett, Kosuke Imai Covariate Balancing Propensity Score R https://rdrr.io/cran/CBPS/
CBPS CBPS Chad Hazlett, Kosuke Imai Covariate Balancing Propensity Score R https://rdrr.io/cran/CBPS/
CBPS CBPS.fit Chad Hazlett, Kosuke Imai Covariate Balancing Propensity Score R https://rdrr.io/cran/CBPS/
CBPS hdCBPS Chad Hazlett, Kosuke Imai Covariate Balancing Propensity Score R https://rdrr.io/cran/CBPS/
CBPS LaLonde Chad Hazlett, Kosuke Imai Covariate Balancing Propensity Score R https://rdrr.io/cran/CBPS/
CBPS npCBPS Chad Hazlett, Kosuke Imai Covariate Balancing Propensity Score R https://rdrr.io/cran/CBPS/
CBPS vcov_outcome Chad Hazlett, Kosuke Imai Covariate Balancing Propensity Score R https://rdrr.io/cran/CBPS/
DeclareDesign cite_design Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign compare_design_code Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign compare_design_data Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign compare_design_estimates Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign compare_design_inquiries Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign compare_design_summaries Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign compare_designs Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign compare_diagnoses Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_assignment Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_diagnosands Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_estimand Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_estimands Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_estimator Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_estimators Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_inquiries Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_inquiry Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_measurement Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_model Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_population Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_potential_outcomes Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_reveal Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_sampling Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_step Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign declare_test Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign delete_step Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign diagnose_design Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign diagnose_designs Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign draw_data Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign draw_estimand Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign draw_estimands Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign draw_estimates Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign expand_design Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign get_diagnosands Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign get_estimates Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign get_simulations Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign insert_step Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign label_estimator Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign label_test Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign model_handler Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign pop.var Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign print_code Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign redesign Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign replace_step Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign reshape_diagnosis Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign run_design Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign set_citation Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign set_diagnosands Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign simulate_design Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign simulate_designs Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign tidy Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign tidy_estimator Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign tidy_try Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
DeclareDesign vars Graeme Blair, Jasper Cooper, Alex Coppock, Macartan Humphreys diagnosing and improving research designs R https://rdrr.io/cran/DeclareDesign/
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