
Basic Statistics
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Content
- Intro
- Contents
- Partial List of Symbols
- 1. Introduction
- 1.1 Samples versus Populations
- 1.2 Comments on Teaching and Learning Statistics
- 1.3 Comments on Software
- 2. Numerical Summaries of Data
- 2.1 Summation Notation
- 2.2 Measures of Location
- 2.3 Measures of Variation
- 2.4 Detecting Outliers
- 2.5 Some Modern Advances and Insights
- 3. Graphical Summaries of Data and Some Related Issues
- 3.1 Relative Frequencies
- 3.2 Histograms
- 3.3 Boxplots and Stem-and-Leaf Displays
- 3.4 Some Modern Trends and Developments
- 4. Probability and Related Concepts
- 4.1 The Meaning of Probability
- 4.2 Expected Values
- 4.3 Conditional Probability and Independence
- 4.4 The Binomial Probability Function
- 4.5 The Normal Curve
- 4.6 Computing Probabilities Associated with Normal Curves
- 4.7 Some Modern Advances and Insights
- 5. Sampling Distributions
- 5.1 Sampling Distribution of a Binomial Random Variable
- 5.2 Sampling Distribution of the Mean Under Normality
- 5.3 Non-Normality and the Sampling Distribution of the Sample Mean
- 5.4 Sampling Distribution of the Median
- 5.5 Modern Advances and Insights
- 6. Estimation
- 6.1 Confidence Interval for the Mean: Known Variance
- 6.2 Confidence Intervals for the Mean: s Not Known
- 6.3 Confidence Intervals for the Population Median
- 6.4 The Binomial: Confidence Interval for the Probability of Success
- 6.5 Modern Advances and Insights
- 7. Hypothesis Testing
- 7.1 Testing Hypotheses about the Mean of a Normal Distribution, s Known
- 7.2 Testing Hypotheses about the Mean of a Normal Distribution, s Not Known
- 7.3 Modern Advances and Insights
- 8. Correlation and Regression
- 8.1 Least Squares Regression
- 8.2 Inferences about the Slope and Intercept
- 8.3 Correlation
- 8.4 Modern Advances and Insights
- 8.5 Some Concluding Remarks
- 9. Comparing Two Groups
- 9.1 Comparing the Means of Two Independent Groups
- 9.2 Comparing Two Dependent Groups
- 9.3 Some Modern Advances and Insights
- 10. Comparing More Than Two Groups
- 10.1 The ANOVA F Test for Independent Groups
- 10.2 Two-Way ANOVA
- 10.3 Modern Advances and Insights
- 11. Multiple Comparisons
- 11.1 Classic Methods for Independent Groups
- 11.2 Methods That Allow Unequal Population Variances
- 11.3 Methods for Dependent Groups
- 11.4 Some Modern Advances and Insights
- 12. Categorical Data
- 12.1 One-Way Contingency Tables
- 12.2 Two-Way Contingency Tables
- 12.3 Some Modern Advances and Insights
- 13. Rank-Based and Nonparametric Methods
- 13.1 Comparing Independent Groups
- 13.2 Comparing Two Dependent Groups
- 13.3 Rank-Based Correlations
- 13.4 Some Modern Advances and Insights
- 13.5 Some Final Comments on Comparing Groups
- Appendix A: Solutions to Selected Exercise Problems
- Appendix B: Tables
- References
- Index
- A
- B
- C
- D
- E
- F
- G
- H
- I
- K
- L
- M
- N
- O
- P
- Q
- R
- S
- T
- U
- V
- W
- Y
- Z
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