Preparing data | Avoiding the ecological fallacy | Ecological estimation | Setup | Fitting the regression | Fitting the Riesz representer | DML for ecological estimates | Local estimates | Sensitivity analysis | References

Setting up the analysis | Partial identification bounds | Estimating the local covariance | Local point estimates | References

Setting up the analysis | Sensitivity analysis | Benchmarking | Bias contour plot | Robustness value | References

What the test does | Limitations | References

Generating BISG probabilities | Alternative race probabilities | Why aren't BISG probabilities enough? | Estimating distributions by race | Types of BIRDiE Models | Extracting population and small-area estimates | Generating improved individual BISG probabilities | Multiple Imputation from a BIRDiE Model | Generating standard errors

Introduction | Basic Workflow Example | Multiple Alternative Specifications