{"product_id":"generalized-additive-models-for-location-mikis-d-stasinopoulos-9781009410069","title":"Generalized Additive Models for Location, Scale and Shape: A Distributional Regression Approach, with Applications","description":"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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Mikis D. Stasinopoulos, Thomas Kneib, Nadja Klein\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1009410067\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781009410069\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Cambridge University Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/29\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 306\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.65lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.75d","brand":"Mikis D. Stasinopoulos","offers":[{"title":"Hardcover","offer_id":44829738893567,"sku":"9781009410069","price":69.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_4278ca3e-443a-4687-84b7-28818121c71e.jpg?v=1708451520","url":"https:\/\/www.whiterainbookhouse.com\/products\/generalized-additive-models-for-location-mikis-d-stasinopoulos-9781009410069","provider":"WR Book House","version":"1.0","type":"link"}