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Replicating Nguyen (2009) with CIPerm4 years ago
Brief overview of Nguyen (2009)'s method | We don't have to recompute the permutation distribution for each $\Delta$ | We don't have to try every possible $\Delta$ | Recovery times example | Wing lengths and antennae lengths example | Wing and antennae lengths with Monte Carlo
Comparing CIPerm with 'naive' approach4 years ago
Defining streamlined functions | Speed tests | Tiny dataset | Larger dataset | Largest dataset | bench::mark() and profvis
surveyCV: Cross Validation Based on Survey Design4 years ago
Introduction to surveyCV | Setup | Linear and logistic regression with cv.svy, cv.svydesign, and cv.svyglm | Direct control with cv.svy | Using a survey design object with cv.svydesign | Using a survey GLM object with cv.svyglm | Fitting a logistic model instead of linear | Other models with folds.svy and folds.svydesign
Plots for our surveyCV Stat paper based on SDSS presentation4 years ago
Generate the artificial population | Sims: Use of surveyCV folds with SRS, clustered, or stratified samples | Sims: Use of sampling weights (in training model-fits vs in test loss-estimates)
Informal tests of surveyCV using the Auto dataset5 years ago
cv.svy() | cv.svydesign() | cv.svyglm() | Test for equivalence of the 3 functions at same random seed | Test of logistic regression | Tests that we expect should fail