This document provides a flowchart to guide users in selecting the appropriate hypothesis test based on the type of data (continuous or discrete variables), number of variables, assumptions of the data, and other factors. It outlines hypothesis test categories and provides decision trees to navigate through options for continuous and discrete dependent and independent variables, from parametric to non-parametric tests. It also includes sections on control charts and considerations for chart selection based on data type, subgroup size, and sampling versus census data.