Statistical Methods in the Atmospheric Sciences – Ebook PDF Instant Delivery – ISBN(s): 9780128158234,0128158239
Product details:
- ISBN-10 : 0128158239
- ISBN-13 : 978-0128158234
- Author: Daniel S. Wilks
Statistical Methods in the Atmospheric Sciences, Fourth Edition, continues the tradition of trying to meet the needs of students, researchers and operational practitioners. This updated edition not only includes expanded sections built upon the strengths of the prior edition, but also provides new content where there have been advances in the field, including Bayesian analysis, forecast verification and a new chapter dedicated to ensemble forecasting.
Table contents:
I Preliminaries
Chapter 1 Introduction
Chapter 2 Review of Probability
II Univariate Statistics
Chapter 3 Empirical Distributions and Exploratory Data Analysis
Chapter 4 Parametric Probability Distributions
Chapter 5 Frequentist Statistical Inference
Chapter 6 Bayesian Inference
Chapter 7 Statistical Forecasting
Chapter 8 Forecast Verification
Chapter 9 Time Series
II Univariate Statistics
Chapter 10 Matrix Algebra and Random Matrices
Chapter 11 The Multivariate Normal (MVN) Distribution
Chapter 12 Principal Component (EOF) Analysis
Chapter 13 Canonical Correlation Analysis (CCA)
Chapter 14 Discrimination and Classification
Chapter 15 Cluster Analysis
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