000			02456nam a22003137a 4500
003			ZW-GwMSU
005			20211123141639.0
008			211123b |||||||| |||| 00| 0 eng d
020			_a9780123850225
040			_bEnglish _erda _cMSULIB _arda
050			_aQC874.5 WIL
100	1		_aWilks Daniel S. _eauthor.
245	1	0	_aStatistical methods in the atmospheric sciences _ccreated by Daniel S. Wilks.
250			_aThird Edition.
264		1	_aCambridge : _bElsevier, _c2011.
264		4	_c©2011
300			_axix, 676 pages _c20 cm.
336			_atext _btxt _2rdacontent
337			_aunmediated _bn _2rdamedia
338			_avolume _bnc _2rdacarrier
490			_aInternational Geophysics Series _vVolume 100
504			_aIncludes bibliographical references and index
505			_aPt. 1. Preliminaries -- pt. 2. Univariate statistics -- pt. 3. Multivariate statistics. I Preliminaries -- Ch. 1 Introduction -- Ch. 2 Review of Probability -- II Univariate Statistics -- Ch. 3 Empirical Distributions and Exploratory Data Analysis -- Ch. 4 Parametric Probability Distributions -- Ch. 5 Frequentist Statistical Inference -- Ch. 6 Bayesian Inference -- Ch. 7 Statistical Forecasting -- Ch. 8 Forecast Verification -- Ch. 9 Time Series -- III Multivariate Statistics -- Ch. 10 Matrix Algebra and Random Matrices -- Ch. 11 The Multivariate Normal (MVN) Distribution -- Ch. 12 Principal Component (EOF) Analysis -- Ch. 13 Canonical Correlation Analysis (CCA) -- Ch. 14 Discrimination and Classification -- Ch. 15 Cluster Analysis -- Appendix A Example Data Sets -- Appendix B Probability Tables -- Appendix C Answers to Exercises -- References -- Index.
520			_a"Statistical Methods in the Atmospheric Sciences, Fourth Edition has always strived, and succeeded, to meet the needs of students and instructors, in addition to supporting researchers and operational practitioners as a comprehensive, but still usable, reference. This newly revised fourth edition continues in that tradition. Updates, new topics and expanded sections build upon the strengths of the prior edition, while providing new content where there have been advances in the field, including Bayesian analysis, forecast verification and a new chapter dedicated to ensemble forecasting"-- _cProvided by publisher.
650		0	_2Atmospheric physics _vstatistical methods
650		0	_2Atmospheric physics
650		0	_2Physics
942			_2lcc _cB
999			_c157933 _d157933