Statistical Methods for Climate Scientists - Image 1

Price loading...

Cambridge University Press Statistical Methods for Climate Scientists

Name: Statistical Methods for Climate Scientists
Brand: Cambridge University Press

Meteorology

Price History & Forecast

No Price Data Available

Price history will appear here once data is collected from Amazon.

Price Distribution

No price data available for histogram

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.

Key Features

New Store Stock

Product Specifications

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

Barcode

No barcode data available

Cambridge University Press Statistical Methods for Climate Scientists

Price History & Forecast

No Price Data Available

Price Distribution

Description

Key Features

Product Specifications

Barcode

Similar Products You Might Like

Statistical Analysis in Climate Research

Statistics and Data Visualization in Climate Science with R and Python

Climate Mathematics: Theory and Applications

Statistical Downscaling and Bias Correction for Climate Research

Climate Change and Climate Modeling

Computational Statistics in the Earth Sciences: With Applications in MATLAB

Statistical Methods in the Atmospheric Sciences: An Introduction (Volume 59) (International Geophysics, Volume 59)

Stochastic Physics and Climate Modelling

Climate System Dynamics and Modelling

Geostatistics Explained: An Introductory Guide For Earth Scientists

Cambridge University Press - Stochastic Physics and Climate Modelling

Essentials of the Earth's Climate System

Probability and Statistics for Data Science

Climate Time Series Analysis: Classical Statistical and Bootstrap Methods: 51 (Atmospheric and Oceanographic Sciences Library, 51)

Probability and Statistics for Data Science

Statistical Analysis of Climate Series: Analyzing, Plotting, Modeling, and Predicting with R

Earth System Modeling, Data Assimilation and Predictability: Atmosphere, Oceans, Land and Human Systems

Climate System Dynamics and Modelling

Data Modeling for the Sciences: Applications, Basics, Computations

Climate Change: A Multidisciplinary Approach

Introduction to Probability and Statistics for Data Science: with R

Time-Series Analysis: A Comprehensive Introduction for Social Scientists

Introduction to Probability and Statistics for Data Science

Physical Oceanography and Climate