Showing 5 of total 5 results (show query)
mattcefalu
twang:Toolkit for Weighting and Analysis of Nonequivalent Groups
Provides functions for propensity score estimating and weighting, nonresponse weighting, and diagnosis of the weights.
Maintained by Matthew Cefalu. Last updated 3 years ago.
6 stars 6.92 score 169 scripts 10 dependents
lsteinmann
datplot:Preparation of Object Dating Ranges for Density Plots (Aoristic Analysis)
Converting date ranges into dating 'steps' eases the visualization of changes in e.g. pottery consumption, style and other variables over time. This package provides tools to process and prepare data for visualization and employs the concept of aoristic analysis.
Maintained by Lisa Steinmann. Last updated 1 years ago.
aoristic-analysesarchaeologychronologyvisualization
10 stars 5.58 score 38 scripts
bella2001
causalCmprsk:Nonparametric and Cox-Based Estimation of Average Treatment Effects in Competing Risks
Estimation of average treatment effects (ATE) of point interventions on time-to-event outcomes with K competing risks (K can be 1). The method uses propensity scores and inverse probability weighting for emulation of baseline randomization, which is described in Charpignon et al. (2022) <doi:10.1038/s41467-022-35157-w>.
Maintained by Bella Vakulenko-Lagun. Last updated 2 years ago.
3 stars 4.48 score 8 scripts
dcoffman
twangContinuous:Toolkit for Weighting and Analysis of Nonequivalent Groups - Continuous Exposures
Provides functions for propensity score estimation and weighting for continuous exposures as described in Zhu, Y., Coffman, D. L., & Ghosh, D. (2015). A boosting algorithm for estimating generalized propensity scores with continuous treatments. Journal of Causal Inference, 3(1), 25-40. <doi:10.1515/jci-2014-0022>.
Maintained by Donna Coffman. Last updated 4 years ago.
1 stars 3.00 score 6 scriptsmattcefalu
twangRDC:Gradient Boosting for Linkage Failure in FSRDCs
Provides functions for gradient boosted weighting to correct linkage failures or generate comparison groups.
Maintained by Matthew Cefalu. Last updated 4 years ago.
2.00 score 2 scripts