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portada Statistical Methods for Climate Scientists
Type
Physical Book
Author
Publisher
Year
2022
Language
English
Pages
450
Format
Hardcover
Dimensions
24.9x17.3x2.8 cm
Weight
1.13 kg.
ISBN13
9781108472418
Categories

Statistical Methods for Climate Scientists

Timothy Delsole (Author) · Michael Tippett (Author) · Cambridge University Press · Hardcover

Statistical Methods for Climate Scientists - Delsole, Timothy ; Tippett, Michael

New Book Imported to Taiwan
Delivery: 24 Sep - 02 Oct Shipping: 3 to 4 business days.
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NT$ 2,984

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Synopsis "Statistical Methods for Climate Scientists "

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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