Linear Model Weights

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Documentation for package ‘lmw’ version 0.0.2

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influence.lmw Regression Diagnostics for 'lmw' and 'lmw_est' objects
influence.lmw_est Regression Diagnostics for 'lmw' and 'lmw_est' objects
lalonde Data from National Supported Work Demonstration and PSID, as analyzed by Dehejia and Wahba (1999).
lmw Compute linear regression-implied weights
lmw_est Estimate a treatment effect from a linear model
lmw_est.lmw Estimate a treatment effect from a linear model
lmw_est.lmw_aipw Estimate a treatment effect from a linear model
lmw_est.lmw_iv Estimate a treatment effect from a linear model
lmw_iv Compute instrumental variable regression-implied weights
plot.lmw Plots diagnosing regression-implied weights
plot.lmw_est Plot diagnostics for an 'lmw_est' object
plot.summary.lmw Produce a Love plot of balance statistics
print.summary.lmw Assess balance for an 'lmw' object
summary.lmw Assess balance for an 'lmw' object
summary.lmw_est Extract effect estimates and standard errors from 'lmw_est' fits
summary.lmw_est_aipw Extract effect estimates and standard errors from 'lmw_est' fits
summary.lmw_multi Assess balance for an 'lmw' object