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Statistical modeling for naturalists by Pedro F. Quintana Ascencio, Federico López Borghesi and Eric S. Menges

Tipo de material: Libro
 impreso(a) 
 Libro impreso(a) Idioma: Inglés Detalles de publicación: Newcastle upon Tyne, Reino Unido Cambridge Scholars Publishing 2022Descripción: xi, 199 páginas gráficas, ilustraciones 21 cmTipo de contenido:
  • texto
Tipo de medio:
  • sin medio
Tipo de soporte:
  • volumen
ISBN:
  • 1527589501
  • 9781527589506
Tema(s) en español: Clasificación:
  • 508.0727 Q8
Indice:Mostrar
Resumen:
Inglés

This book will allow naturalists, nature stewards, and graduate students to appreciate and comprehend basic statistical concepts as a bridge to more complex themes relevant to their daily work. Although there are excellent sources on more specialized analytical topics relevant to naturalists, this introductory book makes a connection with the experience and needs of field practitioners. It uses aspects of the natural history of the Florida scrub relevant for conservation and management as examples of analytical issues pertinent to the naturalist in a broader context. Each chapter identifies important ecological questions and then provides approaches to evaluate data, focusing on the analytical decision-making process. The book guides the reader on frequently overlooked aspects such as the understanding of model assumptions, alternative model specifications, model output interpretation, and model limitations.

Número de sistema: 64520
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Tipo de ítem Biblioteca actual Colección Signatura topográfica Estado Código de barras
Libros Biblioteca Campeche Acervo General (AG) Acervo General 508.0727 Q8 Disponible ECO040007343

Incluye bibliografía: páginas 190-197 e índice: páginas 198-199

Acknowledgements.. Foreword.. Preface.. Chapter I Models in Ecology.. Chapter II Florida Scrub.. Chapter III Connecting Models with Data: A Quick Glance at Probability.. Chapter IV Bayesian Approaches: The Average Height of a Rare Plant.. Chapter V The Importance of Assumptions: Evaluating Reproductive Outputs.. Chapter VI The Use of Priors: Plant Height and Number of Tillers in Wire Grass.. Chapter VII Analyzing Binary Responses: Trade-offs between Reproduction and Survival.. Chapter VIII Random Effects of Populations: Revisiting Reproductive Outputs.. Chapter IX Count Data: Seeds per Fruit.. Chapter X Data with too Many Zeros: Rcproductive Biology.. Chapter XI Model Selection for Mixcd Models: Effects of Size, Reproduction, and Time-sincc-Iire on Survival.. Chapter XII Spatial and Temporal Variation: Effects of Fire and Habitat Structure on Reproduction.. Chapter XIII Integration: Population Dynamics in Natural and Humanized Environments.. Chapter XIV Modeling Humanized Environments.. Bibliography.. Index

This book will allow naturalists, nature stewards, and graduate students to appreciate and comprehend basic statistical concepts as a bridge to more complex themes relevant to their daily work. Although there are excellent sources on more specialized analytical topics relevant to naturalists, this introductory book makes a connection with the experience and needs of field practitioners. It uses aspects of the natural history of the Florida scrub relevant for conservation and management as examples of analytical issues pertinent to the naturalist in a broader context. Each chapter identifies important ecological questions and then provides approaches to evaluate data, focusing on the analytical decision-making process. The book guides the reader on frequently overlooked aspects such as the understanding of model assumptions, alternative model specifications, model output interpretation, and model limitations. Inglés