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Book Categories |
1 | The beginning - the question | 1 |
2 | Ambiguity - statistics | 2 |
3 | Fodder - data | 6 |
4 | Data - measurement | 10 |
5 | Data structure - levels of measurement | 12 |
5.A | Nominal | 14 |
5.B | Ordinal | 16 |
5.C | Interval | 18 |
5.D | Ratio | 20 |
6 | Simplifying - groups and clusters | 22 |
7 | Counts - frequencies | 26 |
8 | Pictures - graphs | 28 |
9 | Scatterings - distributions | 30 |
10 | Bell-shaped - the normal curve | 34 |
11 | Lopsidedness - skewness | 38 |
12 | Averages - central tendencies | 40 |
12.A | Mean | 42 |
12.B | Median | 44 |
12.C | Mode | 46 |
13 | Two types - descriptive and inferential | 48 |
14 | Foundations - assumptions | 52 |
15 | Leeway - robustness | 54 |
16 | Consistency - reliability | 56 |
17 | Truth - validity | 60 |
18 | Unpredictability - randomness | 64 |
19 | Representativeness - samples | 66 |
20 | Mistakes - error | 70 |
21 | Real or not - outliers | 72 |
22 | Impediments - confounds | 74 |
23 | Nuisances - covariates | 78 |
24 | Background - independent variables | 82 |
25 | Targets - dependent variables | 84 |
26 | Inequality - standard deviations and variance | 86 |
27 | Prove - no, falsify | 90 |
28 | No difference - the null hypothesis | 92 |
29 | Reductionism - models | 96 |
30 | Risk - probability | 98 |
31 | Uncertainty - p values | 100 |
32 | Expectations - chi-square | 104 |
33 | Importance vs. difference - substantive vs. statistical significance | 106 |
34 | Strength - power | 108 |
35 | Likely range - confidence intervals | 110 |
36 | Association - correlation | 112 |
37 | Predictions - multiple regression | 114 |
38 | Abundance - multivariate analysis | 118 |
39 | Differences - t tests and analysis of variance | 120 |
39.A | ANOVA | 124 |
39.B | ANCOVA | 126 |
39.C | MANOVA | 128 |
39.D | MANCOVA | 130 |
40 | Differences that matter - discriminant analysis | 132 |
41 | Both sides loaded - canonical covariance analysis | 134 |
42 | Nesting - hierarchical models | 136 |
43 | Cohesion - factor analysis | 138 |
44 | Ordered events - path analysis | 142 |
45 | Digging deeper - structural equation models | 144 |
46 | Fiddling - modifications and new techniques | 146 |
47 | Epilogue | 148 |
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