Allocate Samples Among Strata
Adaptive Multi-Wave Sampling
Apply a basic optimall function to a Multiwave Object
Access Slots of a Multiwave Object
Phase Class for Multi-Wave Sampling Organization
Select Sampling Units based on Stratified Random Sampling
Optimum Allocation
Merge Sampled Data based on IDs
Merge Strata
Print Summary Diagram of Multiwave Object
Multiwave Class for Multi-Wave Sampling Organization
Initialize a Multiwave Object
Run the shiny application
Write Slots of a Multiwave Object
Server logic for Interactive Shiny for Optimall.
UI for Shiny App for Splitting Strata with Optimum Allocation
Split Strata
Method for summary for class Multiwave
Wave Class for Multi-Wave Sampling Organization
Functions for the design process of survey sampling, with specific tools for multi-wave and multi-phase designs. Perform optimum allocation using Neyman (1934) <doi:10.2307/2342192> or Wright (2012) <doi:10.1080/00031305.2012.733679> allocation, split strata based on quantiles or values of known variables, randomly select samples from strata, allocate sampling waves iteratively, and organize a complex survey design. Also includes a Shiny application for observing the effects of different strata splits. A paper on this package was published in the Journal of Statistical Software <doi:10.18637/jss.v114.i10>.