Preparing Data For, and Calculating the Prediction Test
Create a Difference Vector
Filter by Group Variable
Filter by Time Variable
Get Results Vector
Adjusted Predictions Based on Group Comparisons
Predictive Results Wrapper Function
Predictive Test Function
Calculate Predictive Weights
Calculate the Adjusted Proportion Estimate and Confidence Interval
Global hypothesis tests combine information across multiple endpoints to test a single hypothesis. The prediction test is a recently proposed global hypothesis test with good performance for small sample sizes and many endpoints of interest. The test is also flexible in the types and combinations of expected results across the individual endpoints. This package provides functions for data processing and calculation of the prediction test.