Keywords:
Climatology Statistical methods
;
Climatology Data processing
;
Information visualization
;
R (Computer program language)
;
Python (Computer program language)
;
Lehrbuch
;
Klimatologie
;
Geostatistik
;
Geoinformatik
;
Datenanalyse
;
Visualisierung
;
R
;
Python
Description / Table of Contents:
"A comprehensive overview of essential statistical concepts, useful statistical methods, data visualization, and computing tools for the climate and related sciences. This book is an invaluable reference for students and researchers in climatology and its connected fields who wish to learn data science, statistics, R and Python programming"--
Type of Medium:
Book
Pages:
xxii, 391 Seiten
,
Illustrationen, Diagramme
ISBN:
9781108842570
,
9781108829465
DDC:
551.63/3
Language:
English
Note:
Literaturangaben und Index
,
Basics of climate data arrays, statistics, and visualization -- Elementary probability and statistics -- Estimation and decision making -- Regression models and methods -- Matrices for climate data -- Covariance matrices, EOFs, and PCs -- Introduction to time series -- Spectral analysis of time series -- Introduction to machine learning.
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