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Statistical Analysis in Climate Research
Introduction
monograph
Author(s):
Hans von Storch
,
Francis W. Zwiers
Publication date
(Online):
2009
Publisher:
Cambridge University Press
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There is no author summary for this book yet. Authors can add summaries to their books on ScienceOpen to make them more accessible to a non-specialist audience.
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An Introduction to SAXS
Author and book information
Book Chapter
Pages
: 1-16
DOI:
10.1017/CBO9780511612336.002
SO-VID:
dfdf054a-2495-45c9-905d-6a9ee2052cc0
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Book chapters
pp. ix
Preface
pp. 1
Introduction
pp. 19
Probability Theory
pp. 51
Distributions of Climate Variables
pp. 69
Concepts in Statistical Inference
pp. 79
Estimation
pp. 99
The Statistical Test of a Hypothesis
pp. 129
Analysis of Atmospheric Circulation Problems
pp. 145
Regression
pp. 171
Analysis of Variance
pp. 197
Time Series and Stochastic Processes
pp. 217
Parameters of Univariate and BivariateTime Series
pp. 251
Estimating Covariance Functions and Spectra
pp. 293
Empirical Orthogonal Functions
pp. 317
Canonical Correlation Analysis
pp. 335
POP Analysis
pp. 353
Complex Eigentechniques
pp. 371
Specific Statistical Concepts in Climate Research
pp. 391
Forecast Quality Evaluation
pp. 409
Notation
pp. 413
Elements of Linear Analysis
pp. 416
Fourier Analysis and Fourier Transform
pp. 419
Normal Density and Cumulative Distribution Function
pp. 421
The x2 Distribution
pp. 423
Student's t Distribution
pp. 424
The F Distribution
pp. 431
Table-Look-Up Test
pp. 437
Critical Values for the Mann-Whitney Test
pp. 443
Quantiles of the Squared-ranks Test Statistic
pp. 446
Quantiles of the Spearman Rank Correlation Coefficient
pp. 447
Correlations and Probability Statements
pp. 451
Some Proofs of Theorems and Equations
pp. 455
References
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