Function reference

DSL functions

dsl()

Estimating Regression using the DSL framework

summary(<dsl>)

Summary function for dsl

power_dsl()

Power Analysis for DSL Regression

summary(<power_dsl>)

Summarizing estimates from DSL estimators

plot(<power_dsl>)

Summarizing estimates from DSL estimators

available_method()

Showing available methods for Supervised Machine Learning

Data for illustrating DSL

PanChen

Data for Pan and Chen (2018)

data_lm

Data for illustrating model = "lm".

data_logit

Data for illustrating model = "logit".

data_felm

Data for illustrating model = "felm".

data_unequal

Data for illustrating applications where sampling probabilities are unequal.

data_post

Post-level data for illustrating applications where the unit of analysis differs from the unit of labeling.

data_cand

Candidate-level data for illustrating applications where the unit of analysis differs from the unit of labeling.

data_time

Data for illustrating the estimation of category proportions over time

data_sl

Data for illustrating supervised machine learning