The Resource Introductory statistical inference with the likelihood function, Charles A. Rohde, (electronic book)
Introductory statistical inference with the likelihood function, Charles A. Rohde, (electronic book)
Resource Information
The item Introductory statistical inference with the likelihood function, Charles A. Rohde, (electronic book) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Liverpool.This item is available to borrow from 1 library branch.
Resource Information
The item Introductory statistical inference with the likelihood function, Charles A. Rohde, (electronic book) represents a specific, individual, material embodiment of a distinct intellectual or artistic creation found in University of Liverpool.
This item is available to borrow from 1 library branch.
 Summary
 This textbook covers the fundamentals of statistical inference and statistical theory including Bayesian and frequentist approaches and methodology possible without excessive emphasis on the underlying mathematics. This book is about some of the basic principles of statistics that are necessary to understand and evaluate methods for analyzing complex data sets. The likelihood function is used for pure likelihood inference throughout the book. There is also coverage of severity and finite population sampling. The material was developed from an introductory statistical theory course taught by the author at the Johns Hopkins University?s Department of Biostatistics. Students and instructors in public health programs will benefit from the likelihood modeling approach that is used throughout the text. This will also appeal to epidemiologists and psychometricians. After a brief introduction, there are chapters on estimation, hypothesis testing, and maximum likelihood modeling. The book concludes with sections on Bayesian computation and inference. An appendix contains unique coverage of the interpretation of probability, and coverage of probability and mathematical concepts
 Language
 eng
 Label
 Introductory statistical inference with the likelihood function
 Title
 Introductory statistical inference with the likelihood function
 Statement of responsibility
 Charles A. Rohde
 Language
 eng
 Summary
 This textbook covers the fundamentals of statistical inference and statistical theory including Bayesian and frequentist approaches and methodology possible without excessive emphasis on the underlying mathematics. This book is about some of the basic principles of statistics that are necessary to understand and evaluate methods for analyzing complex data sets. The likelihood function is used for pure likelihood inference throughout the book. There is also coverage of severity and finite population sampling. The material was developed from an introductory statistical theory course taught by the author at the Johns Hopkins University?s Department of Biostatistics. Students and instructors in public health programs will benefit from the likelihood modeling approach that is used throughout the text. This will also appeal to epidemiologists and psychometricians. After a brief introduction, there are chapters on estimation, hypothesis testing, and maximum likelihood modeling. The book concludes with sections on Bayesian computation and inference. An appendix contains unique coverage of the interpretation of probability, and coverage of probability and mathematical concepts
 Cataloging source
 GW5XE
 http://library.link/vocab/creatorName
 Rohde, Charles A
 Dewey number
 519.5
 Illustrations
 illustrations
 Index
 index present
 LC call number
 QA276
 Literary form
 non fiction
 Nature of contents

 dictionaries
 bibliography
 http://library.link/vocab/subjectName

 Mathematical statistics
 Statistics
 Statistics for Life Sciences, Medicine, Health Sciences
 Statistical Theory and Methods
 Label
 Introductory statistical inference with the likelihood function, Charles A. Rohde, (electronic book)
 Antecedent source
 unknown
 Bibliography note
 Includes bibliographical references and index
 Color
 multicolored
 Control code
 SPR896126358
 Dimensions
 unknown
 Extent
 1 online resource (xvi, 332 pages)
 File format
 unknown
 Form of item
 online
 Isbn
 9783319104607
 Level of compression
 unknown
 Other control number
 10.1007/9783319104614
 Other physical details
 illustrations
 Quality assurance targets
 not applicable
 Reformatting quality
 unknown
 Reproduction note
 Electronic resource.
 Sound
 unknown sound
 Specific material designation
 remote
 Label
 Introductory statistical inference with the likelihood function, Charles A. Rohde, (electronic book)
 Antecedent source
 unknown
 Bibliography note
 Includes bibliographical references and index
 Color
 multicolored
 Control code
 SPR896126358
 Dimensions
 unknown
 Extent
 1 online resource (xvi, 332 pages)
 File format
 unknown
 Form of item
 online
 Isbn
 9783319104607
 Level of compression
 unknown
 Other control number
 10.1007/9783319104614
 Other physical details
 illustrations
 Quality assurance targets
 not applicable
 Reformatting quality
 unknown
 Reproduction note
 Electronic resource.
 Sound
 unknown sound
 Specific material designation
 remote
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<div class="citation" vocab="http://schema.org/"><i class="fa faexternallinksquare fafw"></i> Data from <span resource="http://link.liverpool.ac.uk/portal/Introductorystatisticalinferencewiththe/l_ri87tLOsE/" typeof="Book http://bibfra.me/vocab/lite/Item"><span property="name http://bibfra.me/vocab/lite/label"><a href="http://link.liverpool.ac.uk/portal/Introductorystatisticalinferencewiththe/l_ri87tLOsE/">Introductory statistical inference with the likelihood function, Charles A. Rohde, (electronic book)</a></span>  <span property="potentialAction" typeOf="OrganizeAction"><span property="agent" typeof="LibrarySystem http://library.link/vocab/LibrarySystem" resource="http://link.liverpool.ac.uk/"><span property="name http://bibfra.me/vocab/lite/label"><a property="url" href="http://link.liverpool.ac.uk/">University of Liverpool</a></span></span></span></span></div>