Statistical methods in the atmospheric sciences / Daniel S. Wilks.
Series: International geophysics series ; v. 100.Oxford ; Academic Press, 2011Waltham, MA : Academic Press, 2011Edition: 3rd edDescription: xix, 676 pages : illustrations, maps ; 25 cmContent type:- text
- unmediated
- volume
- 9780123850225
- 0123850223
- QC874.5 .W55 2011
| Item type | Current library | Call number | Copy number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|---|
BOOK
|
NCAR Library Foothills Lab | QC874.5 .W55 2011 | 1 | Checked out | 07/01/2024 | 50583020004846 |
Includes bibliographical references and index.
Part I. Preliminaries: Introduction -- Review of probability -- Part II. Univariate statistics -- Empirical distributions and exploratory data analysis -- Parametric probability distributions -- Frequentist statistical inference -- Bayesian inference -- Statistical forecasting -- Forecast verification -- Time series -- Part III. Multivariate statistics -- Matrix algebra and random matrices -- The multivariate normal (MVN) distribution -- Principal component (EOF) analysis -- Canonical correlation analysis (CCA) -- Discrimination and classification -- Cluster analysis -- Appendix A : Example data sets -- Appendix B: Probability tables -- Appendix C: Answers to exercises -- References.