Exercising Essential Statistics Fourth Edition by Evan Berman ISBN 978-1506348957 1506348957
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ISBN 10: 1506348957
ISBN 13: 978-1506348957
Author: Evan Berman
Through the use of critical thinking questions and data-based exercises, Evan Berman and Xiaohu Wang’s Exercising Essential Statistics helps students apply the techniques described in Essential Statistics for Public Managers and Policy Analysts, Fourth Edition. This accompanying workbook gives students the opportunity to practice these techniques through hands-on, carefully crafted exercises. Various examples are provided from human resource management, organizational behavior, budgeting, and public policy to illustrate how public administrators interact with and analyze data. The workbook′s CD includes seven data sets that cover a range of measures and applications (available in SPSS, SAS, SYSTAT, Stata, and Excel).
Table of contents:
Chapter 1: Why Statistics for Public Managers and Analysts?
Chapter 2: Research Design
Chapter 3: Conceptualization and Measurement
Chapter 4: Measuring and Managing Performance: Present and Future
Chapter 5: Data Collection
Chapter 6: Central Tendency
Chapter 7: Measures of Dispersion
Chapter 8: Contingency Tables
Chapter 9: Getting Results
Chapter 10: Introducing Inference: Estimation from Samples
Chapter 11: Hypothesis Testing with Chi-Square
Chapter 12: The T-Test
Chapter 13: Analysis of Variance (ANOVA)
Chapter 14: Simple Regression
Chapter 15: Multiple Regression
Chapter 16: Logistic Regression and Time Series Regression
Chapter 17: Survey of Other Techniques
Chapter 18: Excel User’s Guide
Chapter 19: SPSS User’s Guide
Chapter 20: Dataset Documentation
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