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5 projects in result set.
Bayesian methods for IV regression - An R package to facilitate Bayesian methods for IV regression. Copyright (c) 2013 Purushottam Laud, Rodney Sparapani, Jessica Pruszynski and Robert McCulloch. Support provided by the US NIH National Cancer Institute: Grant 1RC4CA155846-01.
Tags: Bayesian nonparametric, causal inference, instrumental variables
This project has not yet categorized itself in the Trove Software Map


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Registered: 2013-11-20 20:37

Causal Effects Sensitivity Analysis - Graphical Sensitivity Analysis for Assessing Surrogate Endpoints via Causal Inference
Tags: causal inference

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Registered: 2013-02-22 01:18

Dynamic Treatment Regimes - A package implementing several modern methods to estimate Dynamic Treatment Regimes: Q-Learning, Interactive Q-Learning, and two value-search methods each using Augmented Inverse Probability Weighted Estimators or Inverse Probability Weighted Estimators.
Tags: Regression, causal inference, dynamic programming, longitudinal data, regression, robust, robust statistics

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Registered: 2015-01-20 22:09

Sensitivity of BAC to omega value - The BACprior package provides an approximate sensitivity analysis of Bayesian Adjustment for Confounding (BAC) algorithm to omega value. The method is based on Lefebvre, Atherton and Talbot (2012).
Tags: Confounding, Confounders, BAC, causal inference
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Registered: 2012-10-16 15:04

rrp - Random Recursive Partitiong and Rank-based proximities for data matching, missing data imputation and nonparametric classification and prediction
Tags: dissimilarity, distance, causal inference, matching, average treatment estimation
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Registered: 2012-09-12 15:22

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