STAT 472/572 Sampling: Theory and Practice R Handouts

Spring 2024

Handout 1: Introduction to R; Handout 1 R Output
Handout 2: Simple random sampling; Handout 2 R Output
Handout 3: Stratified random sampling; Handout 3 R Output
Handout 4: Ratio and regression estimation; Handout 4 R Output
Simulation Practice 1; Simulation Practice 1 R Output
Simulation Practice 2; Simulation Practice 2 R Output
Handout 5: Cluster sampling; Handout 5 R Output
Handout 6: Unequal probability sampling; Handout 6 R Output
Handout 7: Plots; Handout 7 R Output
Handout 8: Missing data; Handout 8 R Output
Handout 8(2): Missing data using mice package; Handout 8(2) R Output
Handout 9: Resampling; Data: Tuition; Handout 9 R Output
R Examples for Survey Data: Using the "Survey" Package by Thomas Lumley