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Data Analysis: Statistical and Computational Methods for Scientists and Engineers Book

Data Analysis: Statistical and Computational Methods for Scientists and Engineers
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Data Analysis: Statistical and Computational Methods for Scientists and Engineers, This text provides a thorough introduction to the statistical methods used in the experimental sciences and to the numerical methods used to implement them. Bridging the gap between statistical theory and practical problems, the treatment emphasizes conci, Data Analysis: Statistical and Computational Methods for Scientists and Engineers
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  • Data Analysis: Statistical and Computational Methods for Scientists and Engineers
  • Written by author Siegmund Brandt
  • Published by Springer-Verlag New York, LLC, 12/31/2012
  • This text provides a thorough introduction to the statistical methods used in the experimental sciences and to the numerical methods used to implement them. Bridging the gap between statistical theory and practical problems, the treatment emphasizes conci
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Book Categories

Authors

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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Data Analysis: Statistical and Computational Methods for Scientists and Engineers, This text provides a thorough introduction to the statistical methods used in the experimental sciences and to the numerical methods used to implement them. Bridging the gap between statistical theory and practical problems, the treatment emphasizes conci, Data Analysis: Statistical and Computational Methods for Scientists and Engineers

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Data Analysis: Statistical and Computational Methods for Scientists and Engineers, This text provides a thorough introduction to the statistical methods used in the experimental sciences and to the numerical methods used to implement them. Bridging the gap between statistical theory and practical problems, the treatment emphasizes conci, Data Analysis: Statistical and Computational Methods for Scientists and Engineers

Data Analysis: Statistical and Computational Methods for Scientists and Engineers

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Data Analysis: Statistical and Computational Methods for Scientists and Engineers, This text provides a thorough introduction to the statistical methods used in the experimental sciences and to the numerical methods used to implement them. Bridging the gap between statistical theory and practical problems, the treatment emphasizes conci, Data Analysis: Statistical and Computational Methods for Scientists and Engineers

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