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Cambridge University Press Statistical Methods for Climate Scientists

Name: Statistical Methods for Climate Scientists
Brand: Cambridge University Press
Price: 52.14 GBP
Availability: InStock

Oceanography

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Description

A comprehensive introduction to the most commonly used statistical methods relevant in atmospheric, oceanic and climate sciences. Each method is described step-by-step using plain language, and illustrated with concrete examples, with relevant statistical and scientific concepts explained as needed. Particular attention is paid to nuances and pitfalls, with sufficient detail to enable the reader to write relevant code. Topics covered include hypothesis testing, time series analysis, linear regression, data assimilation, extreme value analysis, Principal Component Analysis, Canonical Correlation Analysis, Predictable Component Analysis, and Covariance Discriminant Analysis. The specific statistical challenges that arise in climate applications are also discussed, including model selection problems associated with Canonical Correlation Analysis, Predictable Component Analysis, and Covariance Discriminant Analysis. Requiring no previous background in statistics, this is a highly accessible textbook and reference for students and early-career researchers in the climate sciences.

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Product Specifications

Brand: Cambridge University Press
Format: hardcover
ASIN: 1108472419
Category: Books > Subjects > Science, Nature & Maths > Earth Sciences > Oceanography
Domain: Amazon UK
Release Date: 24 February 2022
Listed Since: 22 May 2021

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Cambridge University Press Statistical Methods for Climate Scientists

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