Data Analysis for the Geosciences: Essentials of Uncertainty, Comparison, and Visualization

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Michael W. Liemohn (University of Michigan, USA)

Data Analysis for the Geosciences

Essentials of Uncertainty, Comparison, and Visualization

Michael W. Liemohn (University of Michigan, USA)

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English

American Geophysical Union
13 October 2023

Earth sciences

Series: AGU Advanced Textbooks

An initial course in scientific data analysis and hypothesis testing designed for students in all science, technology, engineering, and mathematics disciplines

Data Analysis for the Geosciences: Essentials of Uncertainty, Comparison, and Visualization is a textbook for upper-level undergraduate STEM students, designed to be their statistics course in a degree program.

This volume provides a comprehensive introduction to data analysis, visualization, and data-model comparisons and metrics, within the framework of the uncertainty around the values. It offers a learning experience based on real data from the Earth, ocean, atmospheric, space, and planetary sciences.

About this volume:

Serves as an initial course in scientific data analysis and hypothesis testing Focuses on the methods of data processing Introduces a wide range of analysis techniques Describes the many ways to compare data with models Centers on applications rather than derivations Explains how to select appropriate statistics for meaningful decisions Explores the importance of the concept of uncertainty Uses examples from real geoscience observations Homework problems at the end of chapters

The American Geophysical Union promotes discovery in Earth and space science for the benefit of humanity. Its publications disseminate scientific knowledge and provide resources for researchers, students, and professionals.

By: Michael W. Liemohn (University of Michigan USA)
Imprint: American Geophysical Union
Country of Publication: United States
Dimensions: Height: 254mm, Width: 175mm, Spine: 20mm
Weight: 907g
ISBN: 9781119747871
ISBN 10: 1119747872
Series: AGU Advanced Textbooks
Pages: 448
Publication Date: 13 October 2023
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Michael W. Liemohn, University of Michigan, USA