Exercising Essential Statistics

Exercising Essential Statistics, 4th Edition, is a workbook published by CQ Press that provides practical exercises to accompany Essential Statistics for Public Managers and Policy Analysts, Fourth Edition. It is designed to help students practice quantitative methods through hands-on activities.

The volume covers data analysis across public administration, featuring examples drawn from budgeting, human resource management, organizational behavior, and public policy.

Statistical concepts are explained with straightforward language rather than calculations and arithmetic formulas. Exercises incorporate realistic datasets derived from employee and citizen surveys, welfare programs, environmental subjects, and public safety data.