A Primer Of Ecological Statistics Ebook
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A Primer Of Ecological Statistics Ebook
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Author : Nicholas J. Gotelli
language : en
Publisher:
Release Date : 2013
A Primer Of Ecological Statistics Ebook written by Nicholas J. Gotelli and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.
A Primer Of Ecological Statistics
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Author : Nicholas J. Gotelli
language : en
Publisher: Sinauer
Release Date : 2013-03-14
A Primer Of Ecological Statistics written by Nicholas J. Gotelli and has been published by Sinauer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-14 with Science categories.
A Primer of Ecological Statistics, Second Edition explains fundamental material in probability theory, experimental design, and parameter estimation for ecologists and environmental scientists. The book emphasizes a general introduction to probability theory and provides a detailed discussion of specific designs and analyses that are typically encountered in ecology and environmental science. Appropriate for use as either a stand-alone or supplementary text for upper-division undergraduate or graduate courses in ecological and environmental statistics, ecology, environmental science, environmental studies, or experimental design, the Primer also serves as a resource for environmental professionals who need to use and interpret statistics daily but have little or no formal training in the subject. The book is divided into four parts. Part I discusses the fundamentals of probability and statistical thinking. It introduces the logic and language of probability (Chapter 1), explains common statistical distributions used in ecology (Chapter 2) and important measures of central tendency and spread (Chapter 3), explains P-values, hypothesis testing, and statistical errors (Chapter 4), and introduces frequentist, Bayesian, and Monte Carlo methods of analysis (Chapter 5). Part II discusses how to successfully design and execute field experiments and sampling studies. Topics include design strategies (Chapter 6), a 'bestiary' of experimental designs (Chapter 7), and transformations and data management (Chapter 8). Part III discusses specific analyses, and covers the material that is the main core of most statistics texts. Topics include regression (Chapter 9), analysis of variance (Chapter 10), categorical data analysis (Chapter 11), and multivariate analysis (Chapter 12). Part IV—new to this edition—discusses two central topics in estimating important ecological metrics. Topics include quantification of biological diversity (Chapter 13) and estimating occupancy, detection probability, and population sizes from marked and unmarked populations (Chapter 14). The book includes a comprehensive glossary, a mathematical appendix on matrix algebra, and extensively annotated tables and figures. Footnotes introduce advanced and ancillary material: some are purely historical, others cover mathematical/statistical proofs or details, and still others address current topics in the ecological literature. Data files and code used for some of the examples, as well as errata, are available online.
Statistical Ecology
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Author : John A. Ludwig
language : en
Publisher: John Wiley & Sons
Release Date : 1988-05-18
Statistical Ecology written by John A. Ludwig and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988-05-18 with Mathematics categories.
Ecological community data. Spatial pattern analysis. Species-abundance relations. Species affinity. Community classification. Community ordination. Community interpretation.
A Primer Of Ecology
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Author : Nicholas J. Gotelli
language : en
Publisher: Sinauer Associates Incorporated
Release Date : 2008-01-01
A Primer Of Ecology written by Nicholas J. Gotelli and has been published by Sinauer Associates Incorporated this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-01-01 with Science categories.
This book presents a concise but detailed exposition of the most common mathematical models in population and community ecology. It is intended to demystify ecological models and the mathematics behind them by deriving the models from first principles.
Statistical Ecology
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Author : John A. Ludwig
language : en
Publisher:
Release Date : 1988
Statistical Ecology written by John A. Ludwig and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1988 with Ecology categories.
SUMMARY: An introduction to current statistical topics in community ecology. Presents topics of historical importance (polar ordination); popular topics (diversity indices, including their misuse); powerful statistical tools for analysing ecological patterns (multidimensional scaling). Software contains 21 programs for statistical analysis.
Handbook Of Environmental And Ecological Statistics
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Author : Alan E. Gelfand
language : en
Publisher: CRC Press
Release Date : 2019-01-15
Handbook Of Environmental And Ecological Statistics written by Alan E. Gelfand and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-01-15 with Mathematics categories.
This handbook focuses on the enormous literature applying statistical methodology and modelling to environmental and ecological processes. The 21st century statistics community has become increasingly interdisciplinary, bringing a large collection of modern tools to all areas of application in environmental processes. In addition, the environmental community has substantially increased its scope of data collection including observational data, satellite-derived data, and computer model output. The resultant impact in this latter community has been substantial; no longer are simple regression and analysis of variance methods adequate. The contribution of this handbook is to assemble a state-of-the-art view of this interface. Features: An internationally regarded editorial team. A distinguished collection of contributors. A thoroughly contemporary treatment of a substantial interdisciplinary interface. Written to engage both statisticians as well as quantitative environmental researchers. 34 chapters covering methodology, ecological processes, environmental exposure, and statistical methods in climate science.
Statistical Ecology In Practice
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Author : Stephen Waite
language : en
Publisher: Addison-Wesley Longman Limited
Release Date : 2000-01
Statistical Ecology In Practice written by Stephen Waite and has been published by Addison-Wesley Longman Limited this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-01 with Science categories.
This text combines principles of good field ecology research design with practical statistical analysis, suited to the needs of advanced students taking Field Ecology courses or undertaking projects that contribute to their final degree classification.
Environmental And Ecological Statistics With R Second Edition
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Author : Song S. Qian
language : en
Publisher: CRC Press
Release Date : 2016-11-03
Environmental And Ecological Statistics With R Second Edition written by Song S. Qian and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-03 with Mathematics categories.
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.
The Interpretation Of Ecological Data
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Author : E. C. Pielou
language : en
Publisher: John Wiley & Sons
Release Date : 1984-09-06
The Interpretation Of Ecological Data written by E. C. Pielou and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984-09-06 with Science categories.
A detailed introduction to the methods used by ecologists--classification and ordination--to clarify and interpret large, unwieldy masses of multivariate field data. Permits ecologists to understand, not just mechanically use, pre-packaged programs for multivariate analysis. Demonstrates these techniques using artificial data simple enough for every analytical step to be understood.
A Primer Of Ecology With R
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Author : M. Henry Stevens
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-06-02
A Primer Of Ecology With R written by M. Henry Stevens and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-02 with Science categories.
Provides simple explanations of the important concepts in population and community ecology. Provides R code throughout, to illustrate model development and analysis, as well as appendix introducing the R language. Interweaves ecological content and code so that either stands alone. Supplemental web site for additional code.