This well-respected introduction to statistics and statistical theory covers data processing, probability and random variables, utility and descriptive statistics, computation of Bayes strategies, models, testing hypotheses, and much more. 1959 edition.
This well-respected introduction to statistics and statistical theory covers data processing, probability and random variables, utility and descriptive statistics, computation of Bayes strategies, models, testing hypotheses, and much more. 1959 edition.
Herman Chernoff is Professor Emeritus of Applied Mathematics at MIT and of Statistics at Harvard University. His research has focused on sample theory, optimal design of experiments, sequential analysis, and sequential design of experiments.Lincoln E. Moses (1921-2006), was Professor Emeritus of Health Research and Policy and of Statistics at Stanford University, where he spearheaded the development of biostatistics.
Inhaltsangabe
1 INTRODUCTION 2 DATA PROCESSING 3 INTRODUCTION TO PROBABILITY AND RANDOM VARIABLES 4 UTILITY AND DESCRIPITIVE STATISTICS 5 UNCERTAINTY DUE TO IGNORANCE OF THE STATE OF NATURE 6 THE COMPUTATION OF BAYES STRATEGIES 7 INTRODUCTION TO CLASSICAL STATISTICS 8 MODELS 9 TESTING HYPOTHESES 10 ESTIMATION AND CONFIDENCE INTERVALS APPENDIX A NOTATION B MATHEMATICAL TABLES C TABLES OF RANDOM DEVIATES D TABLES OF PROBABILITY DISTRIBUTIONS E DERIVATIONS F MISCELLANEOUS REMARKS ABOUT GAME THEORY AND UTILITY THEORY PARTIAL LIST OF ANSWERS TO EXERCISES INDEX
1 INTRODUCTION 2 DATA PROCESSING 3 INTRODUCTION TO PROBABILITY AND RANDOM VARIABLES 4 UTILITY AND DESCRIPITIVE STATISTICS 5 UNCERTAINTY DUE TO IGNORANCE OF THE STATE OF NATURE 6 THE COMPUTATION OF BAYES STRATEGIES 7 INTRODUCTION TO CLASSICAL STATISTICS 8 MODELS 9 TESTING HYPOTHESES 10 ESTIMATION AND CONFIDENCE INTERVALS APPENDIX A NOTATION B MATHEMATICAL TABLES C TABLES OF RANDOM DEVIATES D TABLES OF PROBABILITY DISTRIBUTIONS E DERIVATIONS F MISCELLANEOUS REMARKS ABOUT GAME THEORY AND UTILITY THEORY PARTIAL LIST OF ANSWERS TO EXERCISES INDEX
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