An Introduction to Generalized Linear Models, 4th
Dobson, Annette J., and Barnett, Adrian G.
Language: English
Published by CRC Press, London, 2018
Series: Book 51 of 126 - Chapman & Hall/CRC Texts in Statistical Science
- Softcover
- New
Seller: Aideo Books, San Marino, CA, U.S.A.Aideo Books
AbeBooks seller since July 3, 2020
Condition: New
£ 26.62
Quantity: Over 20 available
Add to basketItem description from seller
Seller Inventory # K582D0001482
- Title
- An Introduction to Generalized Linear Models, 4th
- Author
- Dobson, Annette J., and Barnett, Adrian G.
- Publisher
- CRC Press, London
- Publication year
- 2018
- Condition
- New in new dust jacket.
- Binding
- Trade paperback
- Language
- English
- ISBN 10
- 1138741515
- ISBN 13
- 9781138741515
- Edition
- 4th ed. INTERNATIONAL EDITION
- Series
- Book 51 of 126: Chapman & Hall/CRC Texts in Statistical Science
An Introduction to Generalized Linear Models, Fourth Edition provides a cohesive framework for statistical modelling, with an emphasis on numerical and graphical methods. This new edition of a bestseller has been updated with new sections on non-linear associations, strategies for model selection, and a Postface on good statistical practice.
Like its predecessor, this edition presents the theoretical background of generalized linear models (GLMs) before focusing on methods for analyzing particular kinds of data. It covers Normal, Poisson, and Binomial distributions; linear regression models; classical estimation and model fitting methods; and frequentist methods of statistical inference. After forming this foundation, the authors explore multiple linear regression, analysis of variance (ANOVA), logistic regression, log-linear models, survival analysis, multilevel modeling, Bayesian models, and Markov chain Monte Carlo (MCMC) methods.
- Introduces GLMs in a way that enables readers to understand the unifying structure that underpins them
- Discusses common concepts and principles of advanced GLMs, including nominal and ordinal regression, survival analysis, non-linear associations and longitudinal analysis
- Connects Bayesian analysis and MCMC methods to fit GLMs
- Contains numerous examples from business, medicine, engineering, and the social sciences
- Provides the example code for R, Stata, and WinBUGS to encourage implementation of the methods
- Offers the data sets and solutions to the exercises online
- Describes the components of good statistical practice to improve scientific validity and reproducibility of results.
Using popular statistical software programs, this concise and accessible text illustrates practical approaches to estimation, model fitting, and model comparisons.
"Synopsis" may belong to another edition of this title.
About the Author
Annette J. Dobson is Professor of Biostatistics at the Univesity of Queensland.
Adrian G. Barnett is a professor at the Queensland University of Technology.
"About the title" may belong to another edition of this title.
Aideo Books
San Marino, CA, U.S.A.
AbeBooks seller since July 3, 2020
Shipping rates within U.S.A.
| Item | 8 to 12 business days | 4 to 7 business days |
|---|---|---|
| First item | £ 7.37 | £ 14.76 |
Payment methods
Specialty
etc, Fiction books, Children's booksSeller's business information
Aideo Books
CA, U.S.A.
Terms of sale
We guarantee the condition of every book as its described on the Abebooks web sites. If you are dissatisfied with your purchase (Incorrect Book/Not as Described/Damaged) or if the order has not arrived, you are eligible for a refund within 30 days of the estimated delivery date. If you have changed your mind about a book that you have ordered, please use the Ask bookseller a question link to contact us and we will respond within 2 business days
Right of withdrawal
If you are a consumer you can withdraw from the contract in accordance with the following. Consumer means any natural person who is acting for purposes which are outside his trade, business, craft or profession.
Information regarding the right of withdrawal
Statutory right to withdraw
You have the right to withdraw from this contract within 14 days without giving any reason.
The withdrawal period will expire after 14 days from the day on which you acquire, or a third party other than the carrier and indicated by you acquires, physical possession of the last good or the last lot or piece.
To exercise the right of withdrawal, electronically fill in and submit a clear statement on our website, under "My Purchases" in "My Account". We will communicate to you an acknowledgement of receipt of such a withdrawal on a durable medium (e.g. by e-mail) without delay.
To meet the withdrawal deadline, it is sufficient for you to send your communication concerning your exercise of the right of withdrawal before the withdrawal period has expired.
Effects of withdrawal
If you withdraw from this contract, we will reimburse to you all payments received from you, including the costs of delivery (except for the supplementary costs arising if you chose a type of delivery other than the least expensive type of standard delivery offered by us).
We may make a deduction from the reimbursement for loss in value of any goods supplied, if the loss is the result of unnecessary handling by you.
We will make the reimbursement without undue delay, and not later than 14 days after the day on which we are informed about your decision to withdraw from this contract.
We will make the reimbursement using the same means of payment as you used for the initial transaction, unless you have expressly agreed otherwise; in any event, you will not incur any fees as a result of such reimbursement.
We may withhold reimbursement until we have received the goods back, or you have supplied evidence of having sent back the goods, whichever is the earliest.
You shall send back the goods or hand them over to Aideo Books, San Marino, California, U.S.A., without undue delay and in any event not later than 14 days from the day on which you communicate your withdrawal from this contract to us. The deadline is met if you send back the goods before the period of 14 days has expired. You will have to bear the direct cost of returning the goods. You are only liable for any diminished value of the goods resulting from the handling other than what is necessary to establish the nature, characteristics and functioning of the goods.
Exceptions to the right of withdrawal
The right of withdrawal does not apply to:
- The delivery of newspapers, journals or magazines with the exception of subscription contracts; and
- The supply of digital content which is not supplied on a tangible medium (e.g. on a CD or DVD) if you accepted when you placed your order that we could start to deliver it, and that you could not withdraw once delivery had started.
Shipping terms
Orders usually ship within 2 business days. Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.