Regression for Categorical Data (Cambridge Series in Statistical and Probabilistic Mathematics)

2 avg rating
( 1 ratings by GoodReads )
 
9781107009653: Regression for Categorical Data (Cambridge Series in Statistical and Probabilistic Mathematics)

This book introduces basic and advanced concepts of categorical regression with a focus on the structuring constituents of regression, including regularization techniques to structure predictors. In addition to standard methods such as the logit and probit model and extensions to multivariate settings, the author presents more recent developments in flexible and high-dimensional regression, which allow weakening of assumptions on the structuring of the predictor and yield fits that are closer to the data. A generalized linear model is used as a unifying framework whenever possible in particular parametric models that are treated within this framework. Many topics not normally included in books on categorical data analysis are treated here, such as nonparametric regression; selection of predictors by regularized estimation procedures; ternative models like the hurdle model and zero-inflated regression models for count data; and non-standard tree-based ensemble methods, which provide excellent tools for prediction and the handling of both nominal and ordered categorical predictors. The book is accompanied an R package that contains data sets and code for all the examples.

"synopsis" may belong to another edition of this title.

Book Description:

This book introduces basic and advanced concepts of categorical regression with a focus on the structuring constituents of regression and recent developments in flexible and high-dimensional regression. Among the topics treated are nonparametric regression; the hurdle model and zero-inflated regression models for count data; and non-standard tree-based ensemble methods.

About the Author:

Dr Gerhard Tutz is a Professor of Mathematics in the Department of Statistics at Ludwig-Maximilians University, Munich. He is formerly a Professor at the Technical University Berlin. He is the author or co-author of nine books and more than 100 papers.

"About this title" may belong to another edition of this title.

Buy New View Book
List Price: US$ 94.99
US$ 68.32

Convert Currency

Shipping: US$ 5.63
From United Kingdom to U.S.A.

Destination, Rates & Speeds

Add to Basket

Top Search Results from the AbeBooks Marketplace

1.

Gerhard Tutz
Published by Cambridge University Press 2011-11-21, Cambridge (2011)
ISBN 10: 1107009650 ISBN 13: 9781107009653
New Hardcover Quantity Available: 10
Seller
Blackwell's
(Oxford, OX, United Kingdom)
Rating
[?]

Book Description Cambridge University Press 2011-11-21, Cambridge, 2011. hardback. Book Condition: New. Bookseller Inventory # 9781107009653

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 68.32
Convert Currency

Add to Basket

Shipping: US$ 5.63
From United Kingdom to U.S.A.
Destination, Rates & Speeds

2.

Tutz, Gerhard
Published by Cambridge University Press (2011)
ISBN 10: 1107009650 ISBN 13: 9781107009653
New Quantity Available: > 20
Print on Demand
Seller
PBShop
(Wood Dale, IL, U.S.A.)
Rating
[?]

Book Description Cambridge University Press, 2011. HRD. Book Condition: New. New Book. Shipped from US within 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Bookseller Inventory # I1-9781107009653

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 82.93
Convert Currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, Rates & Speeds

3.

Tutz, Gerhard
Published by Cambridge Univ Pr (2012)
ISBN 10: 1107009650 ISBN 13: 9781107009653
New Hardcover Quantity Available: 1
Seller
Revaluation Books
(Exeter, United Kingdom)
Rating
[?]

Book Description Cambridge Univ Pr, 2012. Hardcover. Book Condition: Brand New. 1st edition. 512 pages. 10.08x7.09x1.42 inches. In Stock. Bookseller Inventory # __1107009650

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 83.90
Convert Currency

Add to Basket

Shipping: US$ 7.51
From United Kingdom to U.S.A.
Destination, Rates & Speeds

4.

Tutz, Gerhard
Published by Cambridge University Press (2016)
ISBN 10: 1107009650 ISBN 13: 9781107009653
New Paperback Quantity Available: 1
Print on Demand
Seller
Ria Christie Collections
(Uxbridge, United Kingdom)
Rating
[?]

Book Description Cambridge University Press, 2016. Paperback. Book Condition: New. PRINT ON DEMAND Book; New; Publication Year 2016; Not Signed; Fast Shipping from the UK. No. book. Bookseller Inventory # ria9781107009653_lsuk

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 89.52
Convert Currency

Add to Basket

Shipping: US$ 4.18
From United Kingdom to U.S.A.
Destination, Rates & Speeds

5.

GERHARD TUTZ
ISBN 10: 1107009650 ISBN 13: 9781107009653
New Hardcover Quantity Available: 1
Seller
Herb Tandree Philosophy Books
(Stroud, GLOS, United Kingdom)
Rating
[?]

Book Description 2012. Hardback. Book Condition: NEW. 9781107009653 This listing is a new book, a title currently in-print which we order directly and immediately from the publisher. Bookseller Inventory # HTANDREE0485021

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 85.53
Convert Currency

Add to Basket

Shipping: US$ 10.01
From United Kingdom to U.S.A.
Destination, Rates & Speeds

6.

Tutz, Gerhard
Published by Cambridge University Press (2011)
ISBN 10: 1107009650 ISBN 13: 9781107009653
New Quantity Available: > 20
Print on Demand
Seller
Books2Anywhere
(Fairford, GLOS, United Kingdom)
Rating
[?]

Book Description Cambridge University Press, 2011. HRD. Book Condition: New. New Book. Delivered from our US warehouse in 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Bookseller Inventory # I1-9781107009653

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 84.81
Convert Currency

Add to Basket

Shipping: US$ 11.26
From United Kingdom to U.S.A.
Destination, Rates & Speeds

7.

Gerhard Tutz
Published by Cambridge University Press 2011-11-21 (2011)
ISBN 10: 1107009650 ISBN 13: 9781107009653
New Quantity Available: 5
Seller
Chiron Media
(Wallingford, United Kingdom)
Rating
[?]

Book Description Cambridge University Press 2011-11-21, 2011. Book Condition: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Bookseller Inventory # NU-ING-00908062

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 103.46
Convert Currency

Add to Basket

Shipping: US$ 3.74
From United Kingdom to U.S.A.
Destination, Rates & Speeds

8.

Tutz, Gerhard
Published by Cambridge University Press (2011)
ISBN 10: 1107009650 ISBN 13: 9781107009653
New Hardcover Quantity Available: 10
Seller
Ergodebooks
(RICHMOND, TX, U.S.A.)
Rating
[?]

Book Description Cambridge University Press, 2011. Hardcover. Book Condition: New. Bookseller Inventory # INGM9781107009653

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 104.35
Convert Currency

Add to Basket

Shipping: US$ 3.99
Within U.S.A.
Destination, Rates & Speeds

9.

Tutz, Gerhard
Published by Cambridge University Press (2017)
ISBN 10: 1107009650 ISBN 13: 9781107009653
New Hardcover Quantity Available: 20
Print on Demand
Seller
Murray Media
(North Miami Beach, FL, U.S.A.)
Rating
[?]

Book Description Cambridge University Press, 2017. Hardcover. Book Condition: New. This item is printed on demand. Bookseller Inventory # 1107009650

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 106.13
Convert Currency

Add to Basket

Shipping: US$ 2.99
Within U.S.A.
Destination, Rates & Speeds

10.

Gerhard Tutz
Published by CAMBRIDGE UNIVERSITY PRESS, United Kingdom (2011)
ISBN 10: 1107009650 ISBN 13: 9781107009653
New Hardcover Quantity Available: 10
Print on Demand
Seller
The Book Depository US
(London, United Kingdom)
Rating
[?]

Book Description CAMBRIDGE UNIVERSITY PRESS, United Kingdom, 2011. Hardback. Book Condition: New. New.. 256 x 180 mm. Language: English . Brand New Book ***** Print on Demand *****. This book introduces basic and advanced concepts of categorical regression with a focus on the structuring constituents of regression, including regularization techniques to structure predictors. In addition to standard methods such as the logit and probit model and extensions to multivariate settings, the author presents more recent developments in flexible and high-dimensional regression, which allow weakening of assumptions on the structuring of the predictor and yield fits that are closer to the data. A generalized linear model is used as a unifying framework whenever possible in particular parametric models that are treated within this framework. Many topics not normally included in books on categorical data analysis are treated here, such as nonparametric regression; selection of predictors by regularized estimation procedures; ternative models like the hurdle model and zero-inflated regression models for count data; and non-standard tree-based ensemble methods. The book is accompanied by an R package that contains data sets and code for all the examples. Bookseller Inventory # APC9781107009653

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 113.71
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

There are more copies of this book

View all search results for this book