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Book Categories |
Preface to the Third English Edition | ||
List of Examples | ||
List of Programs | ||
Frequently Used Symbols and Notation | ||
1 | Introduction | 1 |
2 | Probabilities | 7 |
3 | Random Variables. Distributions | 17 |
4 | Computer Generated Random Numbers. The Monte Carlo Method | 49 |
5 | Some Important Distributions and Theorems | 87 |
6 | Samples | 133 |
7 | The Method of Maximum Likelihood | 187 |
8 | Testing Statistical Hypotheses | 212 |
9 | The Method of Least Squares | 248 |
10 | Function Minimization | 332 |
11 | Analysis of Variance | 396 |
12 | Linear and Polynomial Regression | 413 |
13 | Time Series Analysis | 427 |
A | Matrix Calculations | 441 |
B | Combinatorics | 525 |
C | Formulas and Programs for Statistical Functions | 528 |
D | The Gamma Function and Related Functions. Methods and Programs for their Computation | 545 |
E | Utility Programs | 558 |
F | The Graphics Programming Package GRPACK | 567 |
G | Software Installation and Technical Hints | 595 |
H | Collection of Formulas | 609 |
I | Statistical Tables | 624 |
Literature | 636 | |
List of Computer Programs | 641 | |
Index | 645 |
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