$69.99
Availability: 231 left in stock

An emerging field in statistics, distributional regression facilitates the modelling of the complete conditional distribution, rather than just the mean. This book introduces generalized additive models for location, scale and shape (GAMLSS) - one of the most important classes of...

  • Name : Generalized Additive Models for Location, Scale and Shape: A Distributional Regression Approach, with Applications
  • Vendor : Cambridge University Press
  • Type : Books
  • Manufacturing : 2024 / 08 / 05
  • Barcode : 9781009410069
Categories:

Guaranteed safe checkout:

apple paygoogle paymasterpaypalshopify payvisa
Generalized Additive Models for Location, Scale and Shape: A Distributional Regression Approach, with Applications
- +
An emerging field in statistics, distributional regression facilitates the modelling of the complete conditional distribution, rather than just the mean. This book introduces generalized additive models for location, scale and shape (GAMLSS) - one of the most important classes of distributional regression. Taking a broad perspective, the authors consider penalized likelihood inference, Bayesian inference, and boosting as potential ways of estimating models and illustrate their usage in complex applications. Written by the international team who developed GAMLSS, the text's focus on practical questions and problems sets it apart. Case studies demonstrate how researchers in statistics and other data-rich disciplines can use the model in their work, exploring examples ranging from fetal ultrasounds to social media performance metrics. The R code and data sets for the case studies are available on the book's companion website, allowing for replication and further study.

Author: Mikis D. Stasinopoulos, Thomas Kneib, Nadja Klein
Binding Type: Hardcover
Publisher: Cambridge University Press
Published: 02/29/2024
Series: Cambridge Statistical and Probabilistic Mathematics #56
Pages: 306
Weight: 1.65lbs
Size: 10.00h x 7.00w x 0.75d
ISBN: 9781009410069

Ezra's Archive Does not ship outside of the United States

Delivery Options:

1. Economy: 

Estimated Delivery Time - 5 to 8 Business Days

Shipping Cost - $4.15

2. USPS Priority:

Estimated Delivery Time - 1 to 3 Business Days 

Shipping Cost - $8.85

3. Free Economy Shipping: Only Applicable to Orders over $60

Returns and Refunds: 

Purchased items are not eligible to be returned. However, a refund or item replacement may be granted should an item be damaged or misplaced during shipping. To make a refund or replacement claim please contact us via email at Ezra'sArchive@outlook.com