Environmental and Ecological Statistics with R

Environmental and Ecological Statistics with R
Author :
Publisher : CRC Press
Total Pages : 560
Release :
ISBN-10 : 9781498728737
ISBN-13 : 1498728731
Rating : 4/5 (731 Downloads)

Book Synopsis Environmental and Ecological Statistics with R by : Song S. Qian

Download or read book Environmental and Ecological Statistics with R written by Song S. Qian and published by CRC Press. This book was released on 2016-11-03 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emphasizing the inductive nature of statistical thinking, Environmental and Ecological Statistics with R, Second Edition, connects applied statistics to the environmental and ecological fields. Using examples from published works in the ecological and environmental literature, the book explains the approach to solving a statistical problem, covering model specification, parameter estimation, and model evaluation. It includes many examples to illustrate the statistical methods and presents R code for their implementation. The emphasis is on model interpretation and assessment, and using several core examples throughout the book, the author illustrates the iterative nature of statistical inference. The book starts with a description of commonly used statistical assumptions and exploratory data analysis tools for the verification of these assumptions. It then focuses on the process of building suitable statistical models, including linear and nonlinear models, classification and regression trees, generalized linear models, and multilevel models. It also discusses the use of simulation for model checking, and provides tools for a critical assessment of the developed models. The second edition also includes a complete critique of a threshold model. Environmental and Ecological Statistics with R, Second Edition focuses on statistical modeling and data analysis for environmental and ecological problems. By guiding readers through the process of scientific problem solving and statistical model development, it eases the transition from scientific hypothesis to statistical model.


Environmental and Ecological Statistics with R Related Books

Environmental and Ecological Statistics with R
Language: en
Pages: 560
Authors: Song S. Qian
Categories: Mathematics
Type: BOOK - Published: 2016-11-03 - Publisher: CRC Press

DOWNLOAD EBOOK

Emphasizing the inductive nature of statistical thinking, Environmental and Ecological Statistics with R, Second Edition, connects applied statistics to the env
Statistics for Ecologists Using R and Excel
Language: en
Pages: 503
Authors: Mark Gardener
Categories: Science
Type: BOOK - Published: 2017-01-16 - Publisher: Pelagic Publishing Ltd

DOWNLOAD EBOOK

This is a book about the scientific process and how you apply it to data in ecology. You will learn how to plan for data collection, how to assemble data, how t
Numerical Ecology with R
Language: en
Pages: 444
Authors: Daniel Borcard
Categories: Mathematics
Type: BOOK - Published: 2018-03-19 - Publisher: Springer

DOWNLOAD EBOOK

This new edition of Numerical Ecology with R guides readers through an applied exploration of the major methods of multivariate data analysis, as seen through t
Environmental and Ecological Statistics with R, Second Edition
Language: en
Pages: 376
Authors: Song S. Qian
Categories: Mathematics
Type: BOOK - Published: 2016-11-03 - Publisher: CRC Press

DOWNLOAD EBOOK

Emphasizing the inductive nature of statistical thinking, Environmental and Ecological Statistics with R, Second Edition, connects applied statistics to the env
Handbook of Environmental and Ecological Statistics
Language: en
Pages: 876
Authors: Alan E. Gelfand
Categories: Mathematics
Type: BOOK - Published: 2019-01-15 - Publisher: CRC Press

DOWNLOAD EBOOK

This handbook focuses on the enormous literature applying statistical methodology and modelling to environmental and ecological processes. The 21st century stat