sensemakr - Sensitivity Analysis Tools for Regression Models
Implements a suite of sensitivity analysis tools that extends the traditional omitted variable bias framework and makes it easier to understand the impact of omitted variables in regression models, as discussed in Cinelli, C. and Hazlett, C. (2020), "Making Sense of Sensitivity: Extending Omitted Variable Bias." Journal of the Royal Statistical Society, Series B (Statistical Methodology) <doi:10.1111/rssb.12348>.
Last updated 4 months ago
9.43 score 92 stars 2 dependents 139 scripts 913 downloadsbenford.analysis - Benford Analysis for Data Validation and Forensic Analytics
Provides tools that make it easier to validate data using Benford's Law.
Last updated 6 years ago
5.66 score 62 stars 74 scripts 798 downloadsNetworkRiskMeasures - Risk Measures for (Financial) Networks
Implements some risk measures for (financial) networks, such as DebtRank, Impact Susceptibility, Impact Diffusion and Impact Fluidity.
Last updated 5 years ago
5.17 score 68 stars 44 scripts 246 downloadssValues - Measures of the Sturdiness of Regression Coefficients
Implements the s-values proposed by Ed. Leamer. It provides a context-minimal approach for sensitivity analysis using extreme bounds to assess the sturdiness of regression coefficients.
Last updated 7 years ago
4.18 score 3 stars 10 scripts 210 downloads