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  • Bayesian Analysis of Capture-Recapture Data with Hidden Markov Models

    Theory and Case Studies in R and NIMBLE

    Series series Chapman & Hall/CRC Interdisciplinary Statistics
    Bayesian Analysis of Capture-Recapture Data with Hidden Markov Models: Theory and Case Studies in R and NIMBLE introduces ecologists and statisticians to a powerful and unifying framework for analyzing capture-recapture data. Hidden Markov models (HMMs) have become a cornerstone in modern population ecology, offering a flexible way to decompose complex processes such as survival, recruitment, and ... Leer más

    $126.99 USD

  • Statistical Approaches for Hidden Variables in Ecology

    The study of ecological systems is often impeded by components that escape perfect observation, such as the trajectories of moving animals or the status of plant seed banks. These hidden components can be efficiently handled with statistical modeling by using hidden variables, which are often called latent variables. Notably, the hidden variables framework enables us to model an underlying ... Leer más

    $142.00 USD

  • Bayesian Analysis for Population Ecology

    Series series Chapman & Hall/CRC Interdisciplinary Statistics
    Emphasizing model choice and model averaging, this book presents up-to-date Bayesian methods for analyzing complex ecological data. It provides a basic introduction to Bayesian methods that assumes no prior knowledge. The book includes detailed descriptions of methods that deal with covariate data and covers techniques at the forefront of research, such as model discrimination and model averaging. ... Leer más

    $68.99 USD

  • Introduction à la statistique bayésienne

    avec le logiciel R

    Series series Hors collection
    La statistique bayésienne est partout : prévisions météo, analyses d’épidémies, préservation de la biodiversité... Dans un monde incertain, elle permet d’estimer, de prédire et de décider, en donnant un sens aux données.Ce livre propose une introduction accessible et concrète à la statistique bayésienne.L’auteur explique pas-à-pas les fondements de l’approche, sa singularité et la logique qui sous ... Leer más

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  • Causal Inference in Statistics

    A Primer

    CAUSAL INFERENCE IN STATISTICSA PrimerCausality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we cannot use data to answer questions as basic as "Does this treatment harm or help patients?" But though hundreds of introductory texts are available on statistical methods of data analysis, until now, no beginner-level book has been written ... Leer más

    $42.00 USD

  • Ecological Models and Data in R

    Ecological Models and Data in R is the first truly practical introduction to modern statistical methods for ecology. In step-by-step detail, the book teaches ecology graduate students and researchers everything they need to know in order to use maximum likelihood, information-theoretic, and Bayesian techniques to analyze their own data using the programming language R. Drawing on extensive ... Leer más

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  • How to be a Quantitative Ecologist

    The 'A to R' of Green Mathematics and Statistics

    How to be a Quantitative Ecologist: The 'A to R' of Green Mathematics and StatisticsEcological research is becoming increasingly quantitative, yet students often opt out of courses in mathematics and statistics, unwittingly limiting their ability to carry out research in the future. This textbook provides a practical introduction to quantitative ecology for students and practitioners who have ... Leer más

    $54.00 USD

  • Methods of Multivariate Analysis

    Series Libro 709 - Wiley Series in Probability and Statistics
    Praise for the Second Edition"This book is a systematic, well-written, well-organized text on multivariate analysis packed with intuition and insight . . . There is much practical wisdom in this book that is hard to find elsewhere."-IIE TransactionsFilled with new and timely content, Methods of Multivariate Analysis, Third Edition provides examples and exercises based on more than sixty real data ... Leer más

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  • Bayesian Population Analysis using WinBUGS

    A Hierarchical Perspective

    Bayesian statistics has exploded into biology and its sub-disciplines, such as ecology, over the past decade. The free software program WinBUGS, and its open-source sister OpenBugs, is currently the only flexible and general-purpose program available with which the average ecologist can conduct standard and non-standard Bayesian statistics. - Comprehensive and richly commented examples illustrate ... Leer más

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  • Numerical Ecology

    Series Libro 24 - Developments in Environmental Modelling
    The book describes and discusses the numerical methods which are successfully being used for analysing ecological data, using a clear and comprehensive approach. These methods are derived from the fields of mathematical physics, parametric and nonparametric statistics, information theory, numerical taxonomy, archaeology, psychometry, sociometry, econometry and others. - An updated, 3rd English ... Leer más

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  • Hidden Markov Models for Time Series

    An Introduction Using R, Second Edition

    Series series Chapman & Hall/CRC Monographs on Statistics and Applied Probability
    Hidden Markov Models for Time Series: An Introduction Using R, Second Edition illustrates the great flexibility of hidden Markov models (HMMs) as general-purpose models for time series data. The book provides a broad understanding of the models and their uses.After presenting the basic model formulation, the book covers estimation, forecasting, decoding, prediction, model selection, and Bayesian ... Leer más

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  • Cluster Analysis

    Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organizing multivariate data into such subgroups, clustering can help reveal the characteristics of any structure or patterns present. These techniques have proven useful in a wide range of areas such as medicine, psychology, market research and bioinformatics.This fifth edition of the highly ... Leer más

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