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>.
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9.73 score 99 stars 4 dependents 248 scripts 1.3k downloadsbenford.analysis - Benford Analysis for Data Validation and Forensic Analytics
Provides tools that make it easier to validate data using Benford's Law.
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5.78 score 65 stars 92 scripts 466 downloadsNetworkRiskMeasures - Risk Measures for (Financial) Networks
Implements some risk measures for (financial) networks, such as DebtRank, Impact Susceptibility, Impact Diffusion and Impact Fluidity.
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5.25 score 76 stars 47 scripts 626 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.
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4.26 score 3 stars 12 scripts 554 downloads