Statistical UtilitiesUtilities for doing statistical estimation and inference under model misspecification |
|
---|---|
Generate |
|
Retrieve the assumptions for the variance estimators to be consistent for a
a fitted OLS |
|
Get the tidy variance summary and confidence intervals for the coefficients of an object of class "maars_lm" |
|
Get the tidy variance summary from a fitted OLS |
|
Diagnostic UtilitiesUtilities for performing model fit diagnostics under model misspecification |
|
Normal Q-Q plot of the terms in an output of the bootstrap function |
|
Obtain estimates of GLM or OLS under reweighting of one or multiple regressors |
|
Obtain the "focal reweighting variable" model diagnostic. |
|
Obtain the "focal slope" model diagnostic |
|
Obtain the "nonlinearity detection" model diagnostic |
|
Get a list of standard diagnostic plots for |
|
Print, summarize, and plot dataPrint, summarize, and plot |
|
Print |
|
Summary of |
|
Print summary of |
|
Plot |
|
Confidence interval of |
|
Other utilitiesOther utilities |
|
Convert an object to an object that can be handled by the "maars" package |
|
DatasetsDatasets included in the |
|
LA County Census tract data from see Buja et al. (2019) |
|
This (corrected) dataset contains information collected by the U.S Census Service concerning housing in the area of Boston Massachusetts. |