{"product_id":"environmental-data-analysis-carsten-dormann-9783030550226","title":"Environmental Data Analysis: An Introduction with Examples in R","description":"\u003cp\u003eEnvironmental Data Analysis is an introductory statistics textbook for environmental science. It covers descriptive, inferential and predictive statistics, centred on the Generalized Linear Model. The key idea behind this book is to approach statistical analyses from the perspective of maximum likelihood, essentially treating most analyses as (multiple) regression problems. The reader will be introduced to statistical distributions early on, and will learn to deploy models suitable for the data at hand, which in environmental science are often not normally distributed. To make the initially steep learning curve more manageable, each statistical chapter is followed by a walk-through in a corresponding R-based how-to chapter, which reviews the theory and applies it to environmental data. In this way, a coherent and expandable foundation in parametric statistics is laid, which can be expanded in advanced courses.The content has been \"field-tested\" in several years of courses on statistics for Environmental Science, Geography and Forestry taught at the University of Freiburg. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Carsten Dormann\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030550222\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030550226\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/21\/2021\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 264\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.43lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 11.00h x 8.25w x 0.60d","brand":"Carsten Dormann","offers":[{"title":"Paperback","offer_id":44073533145343,"sku":"9783030550226","price":69.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_11be8f03-a13a-4dc2-a0a5-69ff005228db.jpg?v=1685448380","url":"https:\/\/www.whiterainbookhouse.com\/products\/environmental-data-analysis-carsten-dormann-9783030550226","provider":"WR Book House","version":"1.0","type":"link"}