Doing Data Analysis with SPSS : Version 14 (PAP/CDR)

Doing Data Analysis with SPSS : Version 14 (PAP/CDR)

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  • 製本 Paperback:紙装版/ペーパーバック版/ページ数 323 p.
  • 言語 ENG,ENG
  • 商品コード 9780495107934
  • DDC分類 519.5028553

Full Description


Now updated for SPSS[registered] 14.0, this book is an excellent supplement to any introductory statistics course. It provides a practical and useful introduction to SPSS 14.0 and enables students to work independently to learn helpful software skills outside of class. By using SPSS to handle complex computations, students can focus on and gain an understanding of the underlying statistical concepts and techniques in the introductory statistics course.

Table of Contents

    A First Look at SPSS 14.0                      1  (12)
Objectives 1 (1)
Launching SPSS 1 (2)
Entering Data into the Data Editor 3 (4)
Saving a Data File 7 (1)
Creating a Bar Chart 7 (4)
Saving an Output File 11 (1)
Getting Help 12 (1)
Printing in SPSS 12 (1)
Quitting SPSS 12 (1)
Tables and Graphs for One Variable 13 (12)
Objectives 13 (1)
Opening a Data File 13 (1)
Exploring the Data 14 (2)
Creating a Histogram 16 (3)
Frequency Distributions 19 (2)
Another Bar Chart 21 (1)
Printing Session Output 21 (1)
Moving On... 22 (3)
Tables and Graphs for Two Variables 25 (12)
Objectives 25 (1)
Cross-Tabulating Data 25 (2)
Editing a Recent Dialog 27 (1)
More on Bar Charts 27 (3)
Comparing Two Distributions 30 (1)
Scatterplots to Detect Relationships 31 (2)
Moving On... 33 (4)
One-Variable Descriptive Statistics 37 (12)
Objectives 37 (1)
Computing One Summary Measure for a 37 (4)
Variable
Computing Additional Summary Measures 41 (3)
A Box-and-Whiskers Plot 44 (1)
Standardizing a Variable 45 (1)
Moving On... 46 (3)
Two-Variable Descriptive Statistics 49 (10)
Objectives 49 (1)
Comparing Dispersion with the Coefficient 49 (2)
of Variation
Descriptive Measures for Subsamples 51 (1)
Measures of Association: Covariance and 52 (2)
Correlation
Moving On... 54 (5)
Elementary Probability 59 (10)
Objectives 59 (1)
Simulation 59 (1)
A Classical Example 59 (2)
Observed Relative Frequency as Probability 61 (2)
Handling Alphanumeric Data 63 (3)
Moving On... 66 (3)
Discrete Probability Distributions 69 (10)
Objectives 69 (1)
An Empirical Discrete Distribution 69 (2)
Graphing a Distribution 71 (1)
A Theoretical Distribution: The Binomial 72 (2)
Another Theoretical Distribution: The 74 (1)
Poisson
Moving On... 75 (4)
Probability Density Functions 79 (12)
Objectives 79 (1)
Continuous Random Variables 79 (1)
Generating Normal Distributions 80 (3)
Finding Areas under a Normal Curve 83 (2)
Normal Curves as Models 85 (2)
Moving On... 87 (4)
Sampling Distributions 91 (10)
Objectives 91 (1)
What Is a Sampling Distribution? 91 (1)
Sampling from a Normal Population 92 (3)
Central Limit Theorem 95 (2)
Sampling Distribution of the Proportion 97 (1)
Moving On... 98 (3)
Confidence Intervals 101(10)
Objectives 101(1)
The Concept of a Confidence Interval 101(3)
Effect of Confidence Coefficient 104(1)
Large Samples from a Non-normal (Known) 104(1)
Population
Dealing with Real Data 105(1)
Small Samples from a Normal Population 106(2)
Moving On... 108(3)
One-Sample Hypothesis Tests 111(12)
Objectives 111(1)
The Logic of Hypothesis Testing 111(1)
An Artificial Example 112(3)
A More Realistic Case: We Don't Know Mu 115(2)
or Sigma
A Small-Sample Example 117(3)
Moving On... 120(3)
Two-Sample Hypothesis Tests 123(12)
Objectives 123(1)
Working with Two Samples 123(5)
Paired vs. Independent Samples 128(2)
Moving On... 130(5)
Analysis of Variance (I) 135(16)
Objectives 135(1)
Comparing Three or More Means 135(1)
One-Factor Independent Measures ANOVA 136(4)
Where Are the Differences? 140(2)
One-Factor Repeated Measures ANOVA 142(5)
Where Are the Differences? 147(1)
Moving On... 147(4)
Analysis of Variance (II) 151(12)
Objectives 151(1)
Two-Factor Independent Measures ANOVA 151(6)
Another Example 157(2)
One Last Note 159(1)
Moving On... 160(3)
Linear Regression (I) 163(14)
Objectives 163(1)
Linear Relationships 163(5)
Another Example 168(1)
Statistical Inferences in Linear 169(1)
Regression
An Example of a Questionable Relationship 170(1)
An Estimation Application 171(1)
A Classic Example 172(1)
Moving On... 173(4)
Linear Regression (II) 177(16)
Objectives 177(1)
Assumptions for Least Squares Regression 177(1)
Examining Residuals to Check Assumptions 178(5)
A Time Series Example 183(2)
Issues in Forecasting and Prediction 185(3)
A Caveat about ``Mindless'' Regression 188(1)
Moving On... 189(4)
Multiple Regression 193(16)
Objectives 193(1)
Going Beyond a Single Explanatory Variable 193(6)
Significance Testing and Goodness of Fit 199(1)
Residual Analysis 200(1)
Adding More Variables 200(1)
Another Example 201(1)
Working with Qualitative Variables 202(2)
A New Concern 204(1)
Moving On... 205(4)
Nonlinear Models 209(14)
Objectives 209(1)
When Relationships Are Not Linear 209(1)
A Simple Example 210(1)
Some Common Transformations 211(2)
Another Quadratic Model 213(4)
A Log-Linear Model 217(1)
Adding More Variables 218(1)
Moving On... 219(4)
Basic Forecasting Techniques 223(12)
Objectives 223(1)
Detecting Patterns over Time 223(1)
Some Illustrative Examples 224(2)
Forecasting Using Moving Averages 226(3)
Forecasting Using Trend Analysis 229(3)
Another Example 232(1)
Moving On... 232(3)
Chi-Square Tests 235(12)
Objectives 235(1)
Qualitative vs. Quantitative Data 235(1)
Chi-Square Goodness-of-Fit Test 235(4)
Chi-Square Test of Independence 239(3)
Another Example 242(1)
Moving On... 243(4)
Nonparametric Tests 247(12)
Objectives 247(1)
Nonparametric Methods 247(1)
Mann-Whitney U Test 248(2)
Wilcoxon Signed Ranks Test 250(2)
Kruskal-Wallis H Test 252(3)
Spearman's Rank Order Correlation 255(1)
Moving On... 256(3)
Tools for Quality 259(14)
Objectives 259(1)
Processes and Variation 259(1)
Charting a Process Mean 260(3)
Charting a Process Range 263(1)
Another Way to Organize Data 264(2)
Charting a Process Proportion 266(2)
Pareto Charts 268(2)
Moving On... 270(3)
Appendix A: Dataset Descriptions 273(36)
Appendix B: Working with Files 309(6)
Objectives 309(1)
Data Files 309(1)
Viewer Document Files 310(1)
Converting Other Data Files into SPSS 311(4)
Data Files
Index 315