Introduction to the Practice of Statistics
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1.1 Data.-
1.2 Displaying Distributions with Graphs.-
1.3 Describing Distributions with Numbers.-
1.4 Density Curves and Normal Distributions.-
2.1 Relationships.-
2.2 Scatterplots.-
2.3 Correlation.-
2.4 Least-Squares Regression.-
2.5 Cautions about Correlation and Regression.-
<2.6 Data Analysis for Two-Way Tables.-
2.7 The Question of Causation.-
3.1 Sources of Data.-
3.2 Design of Experiments.-
3.3 Sampling Design.-
3.4 Ethics.-
4.1 Randomness.-
4.2 Probability Models.-
4.3 Random Variables.-
4.4 Means and Variances of Random Variables.-
4.5 General Probability Rules.-
5.1 Toward Statistical Inference.-
5.2 The Sampling Distribution of a Sample Mean.-
5.3 Sampling Distributions for Counts and Proportions.-
6.1 Estimating with Confidence.-
6.2 Tests of Significance.-
6.3 Use and Abuse of Tests.-
6.4 Power and Inference as a Decision
Power.-
7.1 Inference for the Mean of a Population.-
7.2 Comparing Two Means.-
7.3 Additional Topics on Inference.-
8.1 Inference for a Single Proportion.-
8.2 Comparing Two Proportions.-
9.1 Inference for Two-Way Tables.-
10.1 Simple Linear Regression.-
10.2 More Detail about Simple Linear Regression.-
11.1 Inference for Multiple Regression.-
11.2 A Case Study.-
12.1 Inference for One-Way Analysis of Variance.-
12.2 Comparing the Means.-
13.1 The Two-Way ANOVA Model.-
14.1 The Logistic Regression Model.-
14.2 Inference for Logistic Regression.-
15.1 The Wilcoxon Rank Sum Test.-
15.2 The Wilcoxon Signed Rank Test.-
15.3 The Kruskal-Wallis Test.-
16.1 The Bootstrap Idea.-
16.2 First Steps in Using the Bootstrap.-
16.3 How Accurate Is a Bootstrap Distribution?.-
16.4 Bootstrap Confidence Intervals.-
16.5 Significance Testing Using Permutation Tests.-
17.1 Processes and Statistical Process Control.-
17.2 Using Control Charts.-
17.3 Process Capability Indexes.-
17.4 Control Charts for Sample Proportions.-
| Autor: | Craig, Bruce A. |
| Nakladatel: | Springer Palgrave Macmillan |
| Rok vydání: | 2017 |
| Jazyk : | Angličtina |
| Vazba: | Hardback |
| Počet stran: | 814 |
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