Statistical Methods in the Atmospheric Sciences 0127519653, 9780127519654, 9780080541723

This book introduces and explains the statistical methods used to describe, analyze, test, and forecast atmospheric data

289 15 286KB

English Pages 1-464 [481] Year 1995

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Table of contents :
Content:
Preface
Page xi
Daniel S. Wilks

Chapter 1 Introduction
Pages 1-5

Chapter 2 Review of probability
Pages 6-20

Chapter 3 Empirical distributions and exploratory data analysis
Pages 21-63

Chapter 4 Theoretical probability distributions
Pages 64-113

Chapter 5 Hypothesis testing
Pages 114-158

Chapter 6 Statistical weather forecasting
Pages 159-232

Chapter 7 Forecast verification
Pages 233-283

Chapter 8 Time series
Pages 284-358

Chapter 9 Methods for multivariate data
Pages 359-428

Appendix A Example data sets
Pages 429-431

Appendix B Probability tables
Pages 432-438

Appendix C Answers to exercises
Pages 439-443

References
Pages 444-453

Index
Pages 455-464

Statistical Methods in the Atmospheric Sciences
 0127519653, 9780127519654, 9780080541723

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