Description
Through the use of critical thinking questions and data-based exercises 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.
Table of Contents
Introduction
Chapter 1 Why Statistics for Public Managers and Analysts?
Q & A
Critical Thinking
Application Exercises
Further Reading
Chapter 2 Research Design
Q & A
Critical Thinking
Application Exercises
Further Reading
Chapter 3 Conceptualization and Measurement
Q & A
Critical Thinking
Application Exercises
Further Reading
Chapter 4 Measuring and Managing Performance: Present and Future
Q & A
Critical Thinking
Application Exercises
Further Reading
Chapter 5 Data Collection
Q & A
Critical Thinking
Application Exercises
Further Reading
Chapter 6 Central Tendency
Q & A
Critical Thinking
Data-Based Exercises
Further Reading
Chapter 7 Measures of Dispersion
Q & A
Critical Thinking
Data-Based Exercises
Further Reading
Chapter 8 Contingency Tables
Q & A
Critical Thinking
Data-Based Exercises
Further Reading
Chapter 9 Getting Results
Q & A
Critical Thinking
Data-Based Exercises
Further Reading
Chapter 10 Introducing Inference: Estimation from Samples
Q & A
Critical Thinking
Data-Based Exercises
Further Reading
Chapter 11 Hypothesis Testing with Chi-Square
Q & A
Critical Thinking
Data-Based Exercises
Further Reading
Chapter 12 The T-Test
Q & A
Critical Thinking
Data-Based Exercises
Further Reading
Chapter 13 Analysis of Variance (ANOVA)
Q & A
Critical Thinking
Data-Based Exercises
Further Reading
Chapter 14 Simple Regression
Q & A
Critical Thinking
Data-Based Exercises
Further Reading
Chapter 15 Multiple Regression
Q & A
Critical Thinking
Data-Based Exercises
Further Reading
Chapter 16 Logistic Regression and Time Series Regression
Q & A
Critical Thinking
Data-Based Exercises
Further Reading
Chapter 17 Survey of Other Techniques
Q & A
Critical Thinking
Data-Based Exercise
Further Reading
Chapter 18 Excel User’s Guide
Loading the Data Analysis ToolPak
Locating the Insert Function (fx)
The Excel Sheet Screen and Descriptive Statistics Procedure
Frequency Distributions
Chi-Square Test
One-Sample T-Test
Two-Samples T-Test
ANOVA
Regression
Creating Charts in Excel
Chapter 19 SPSS User’s Guide
SPSS Screens
Creating a Variable
Univariate Analysis: Means and Frequency Distributions
Variable Labels and Values
Defining Missing Values
Selecting a Subset of Observations for Analysis
Index Variables I: Cronbach Alpha
Index Variables II: Construction
Recoding Data
Hypothesis Testing with Chi-Square
T-Tests
Conclusion
Chapter 20 Dataset Documentation
Public Perceptions
Employee Attitudes
Community Indicators
Watershed
Productivity
Crime
Time
Florida County Conservation Spending Database
