Generalized Linear Models with Random Effects
Home > Mathematics and Science Textbooks > Mathematics > Probability and statistics > Generalized Linear Models with Random Effects: Unified Analysis via H-likelihood, Second Edition(Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Generalized Linear Models with Random Effects: Unified Analysis via H-likelihood, Second Edition(Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Generalized Linear Models with Random Effects: Unified Analysis via H-likelihood, Second Edition(Chapman & Hall/CRC Monographs on Statistics and Applied Probability)


     0     
5
4
3
2
1



Out of Stock


Notify me when this book is in stock
X
About the Book

This is the second edition of a monograph on generalized linear models with random effects that extends the classic work of McCullagh and Nelder. It has been thoroughly updated, with around 80 pages added, including new material on the extended likelihood approach that strengthens the theoretical basis of the methodology, new developments in variable selection and multiple testing, and new examples and applications. It includes an R package for all the methods and examples that supplement the book.

Table of Contents:
Preface to the first edition Preface Introduction Classical likelihood theory Generlized linear models Quasi-likelihood Extended likelihood inferences Normal linear mixed models Hierarchical GLMS HGLMs with structured dispersion Correlated randoms effects for HGLMs Smoothing Double HGLMs Variable Selection and Sparsity Models Multivariate and Missing Data Analysis Multiple testing References Data index Author index Subject index

About the Author :
Youngjo Lee is Professor at Seoul National University, South Korea.

Review :
"Generalized Linear Models with Random Effects is a comprehensive book on likelihood methods in generalized linear models (GLMs) including linear models with normally distributed errors. … The book is suitable for those with graduate training in mathematical statistics. The level of mathematical detail is similar to that of McCullagh and Nelder (1989), with the focus shifted towards likelihood methods. All chapters contain examples with a fair amount of detail. The book is very broad and offers a comprehensive overview of likelihood methods." —Christiana Drake, in ISCB News, December 2018 Praise for the first edition: "… This book provides a comprehensive summary of [the authors' past work]. However, it is much more than that, and even statisticians who do not agree with their approach to inference will find much here of interest. … some instructors might find this to be a useful text for a course on generalized linear models. … there are many ideas that will be useful for students to mull over …" – A. Agresti (University of Florida), Short Book Reviews "The book is well written and replete with examples and discussions. With over 500 references, the authors have amassed an enormous amount of information in a single source." – James W. Hardin, University of South Carolina, in Journal of the American Statistical Association, June 2009, Vol. 104, No. 486 "The book’s material is valuable . . . There are numerous examples and applications, illustrated on the accompanying Genstat CD." – Hassan S. Bakouch, Tanta University, in Journal of Applied Statistics, September 2007, Vol. 34, No. 7


Best Sellers


Product Details
  • ISBN-13: 9781351636735
  • Publisher: Taylor & Francis Ltd
  • Binding: Digital (delivered electronically)
  • No of Pages: 446
  • Series Title: Chapman & Hall/CRC Monographs on Statistics and Applied Probability
  • ISBN-10: 1351636731
  • Publisher Date: 11 Jul 2018
  • Language: English
  • No of Pages: 466
  • Sub Title: Unified Analysis via H-likelihood, Second Edition


Similar Products

Add Photo
Add Photo

Customer Reviews

REVIEWS      0     
Click Here To Be The First to Review this Product
Generalized Linear Models with Random Effects: Unified Analysis via H-likelihood, Second Edition(Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Taylor & Francis Ltd -
Generalized Linear Models with Random Effects: Unified Analysis via H-likelihood, Second Edition(Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

Generalized Linear Models with Random Effects: Unified Analysis via H-likelihood, Second Edition(Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept

    New Arrivals


    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!