Statistical Methods for Overdispersed Count Data

Written By Jean-Francois Dupuy
Statistical Methods for Overdispersed Count Data
  • Publsiher : Elsevier
  • Release : 19 November 2018
  • ISBN : 008102374X
  • Pages : 192 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Statistical Methods for Overdispersed Count Data written by Jean-Francois Dupuy which was release on 19 November 2018, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. Book excerpt: Statistical Methods for Overdispersed Count Data provides a review of the most recent methods and models for such data, including a description of R functions and packages that allow their implementation. All methods are illustrated on datasets arising in the field of health economics. As several tools have been developed to tackle over-dispersed and zero-inflated data (such as adjustment methods and zero-inflated models), this book covers the topic in a comprehensive and interesting manner. Includes reading on several levels, including methodology and applications Presents the state-of-the-art on the most recent zero-inflated regression models Contains a single dataset that is used as a common thread for illustrating all methodologies Includes R code that allows the reader to apply methodologies

Statistical Methods for Overdispersed Count Data

Statistical Methods for Overdispersed Count Data
  • Author : Jean-Francois Dupuy
  • Publisher : Elsevier
  • Release Date : 2018-11-19
  • Total pages : 192
  • ISBN : 008102374X
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Summary : Statistical Methods for Overdispersed Count Data provides a review of the most recent methods and models for such data, including a description of R functions and packages that allow their implementation. All methods are illustrated on datasets arising in the field of health economics. As several tools have been developed ...

Model Based Inference in the Life Sciences

Model Based Inference in the Life Sciences
  • Author : David R. Anderson
  • Publisher : Springer Science & Business Media
  • Release Date : 2007-12-22
  • Total pages : 184
  • ISBN : 008102374X
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Summary : This textbook introduces a science philosophy called "information theoretic" based on Kullback-Leibler information theory. It focuses on a science philosophy based on "multiple working hypotheses" and statistical models to represent them. The text is written for people new to the information-theoretic approaches to statistical inference, whether graduate students, post-docs, or ...

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Statistical Theory and Method Abstracts
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2000
  • Total pages : 212
  • ISBN : 008102374X
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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1999
  • Total pages : 212
  • ISBN : 008102374X
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2000 Proceedings of the Section on Physical and Engineering Sciences  American Statistical Association
  • Author : American Statistical Association. Section on Physical and Engineering Sciences
  • Publisher : Unknown
  • Release Date : 2000
  • Total pages : 212
  • ISBN : 008102374X
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Summary : Download or read online 2000 Proceedings of the Section on Physical and Engineering Sciences American Statistical Association written by American Statistical Association. Section on Physical and Engineering Sciences, published by which was released on 2000. Get 2000 Proceedings of the Section on Physical and Engineering Sciences American Statistical Association Books now! Available in ...

Regression Analysis of Count Data

Regression Analysis of Count Data
  • Author : A. Colin Cameron,Pravin K. Trivedi
  • Publisher : Cambridge University Press
  • Release Date : 1998-09-28
  • Total pages : 411
  • ISBN : 008102374X
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Summary : Students in both the natural and social sciences often seek regression models to explain the frequency of events, such as visits to a doctor, auto accidents or job hiring. This analysis provides the most comprehensive and up-to-date account of models and methods to interpret such data. The authors combine theory ...

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Applied Statistics in Agriculture
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1999
  • Total pages : 212
  • ISBN : 008102374X
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Summary : Download or read online Applied Statistics in Agriculture written by , published by which was released on 1999. Get Applied Statistics in Agriculture Books now! Available in PDF, ePub and Kindle....

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  • Publisher : Unknown
  • Release Date : 2012
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Summary : Download or read online Statistical Methods for Human Microbiome Data Analysis written by Jun Chen, published by which was released on 2012. Get Statistical Methods for Human Microbiome Data Analysis Books now! Available in PDF, ePub and Kindle....

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Biological   Agricultural Index
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 1995
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Summary : Download or read online Biological Agricultural Index written by , published by which was released on 1995. Get Biological Agricultural Index Books now! Available in PDF, ePub and Kindle....

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  • Author : American Statistical Association
  • Publisher : Unknown
  • Release Date : 2000
  • Total pages : 212
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Summary : Download or read online AMSTAT News written by American Statistical Association, published by which was released on 2000. Get AMSTAT News Books now! Available in PDF, ePub and Kindle....

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  • Author : National Research Council (U.S.). Transportation Research Board
  • Publisher : Unknown
  • Release Date : 2005
  • Total pages : 235
  • ISBN : 008102374X
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Summary : This Transportation Research Record contains 28 papers dealing with statistical methods in highway safety research; highway safety data, analysis, and evaluation; occupant protection; and systematic reviews and meta-analysis. The papers address such topics as risk and crash prediction models, crashes on freeways and at signalized intersections, multivehicle crash prediction, speed and ...

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
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  • ISBN : 008102374X
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Applied Categorical and Count Data Analysis
  • Author : Wan Tang,Hua He,Xin M. Tu
  • Publisher : CRC Press
  • Release Date : 2012-06-04
  • Total pages : 384
  • ISBN : 008102374X
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Summary : Developed from the authors’ graduate-level biostatistics course, Applied Categorical and Count Data Analysis explains how to perform the statistical analysis of discrete data, including categorical and count outcomes. The authors describe the basic ideas underlying each concept, model, and approach to give readers a good grasp of the fundamentals of ...

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  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2008
  • Total pages : 212
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  • Author : D. A. Anderson,Kenneth P. Burnham,David R. Anderson
  • Publisher : Springer
  • Release Date : 1998
  • Total pages : 353
  • ISBN : 008102374X
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Summary : Statisticians and applied scientists must often select a model to fit empirical data. This book discusses the philosophy and strategy of selecting such a model using the information theory approach pioneered by Hirotugu Akaike. This approach focuses critical attention on a priori modeling and the selection of a good approximating ...