{"title":"Sophia Rabe-Hesketh","description":"\u003cp\u003eSophia Rabe-Hesketh's works offer detailed guidance on advanced statistical methods, particularly focusing on multilevel and longitudinal modelling using Stata. Her books serve as essential references for researchers and students aiming to master complex data analysis techniques within the social sciences and related fields.\u003c\/p\u003e\n\n\u003cp\u003e\u003cem\u003eMultilevel and Longitudinal Modeling Using Stata\u003c\/em\u003e exemplifies her clear and thorough approach, combining practical examples with robust methodology. These texts are valuable resources for those seeking to deepen their understanding of applied statistics and enhance their analytical skills.\u003c\/p\u003e","products":[{"product_id":"multilevel-and-longitudinal-modeling-using-stata-volumes-i-and-ii-by-sophia-rabe-hesketh-9781597181365","title":"Multilevel and Longitudinal Modeling Using Stata, Volumes I and II","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003e\u003cem\u003eMultilevel and Longitudinal Modeling Using Stata\u003c\/em\u003e, Fourth Edition, is a complete resource for learning to model data in which observations are grouped—whether those groups are formed by a nesting structure, such as children nested in classrooms, or formed by repeated observations on the same individuals.\u003c\/p\u003e\n\n\u003cp\u003eThis text introduces random-effects models, fixed-effects models, mixed-effects models, marginal models, dynamic models, and growth-curve models, all of which account for the grouped nature of these types of data. As Rabe-Hesketh and Skrondal introduce each model, they explain when the model is useful, its assumptions, how to fit and evaluate the model using Stata, and how to interpret the results.\u003c\/p\u003e\n\n\u003cp\u003eWith this comprehensive coverage, researchers who need to apply multilevel models will find this book to be the perfect companion. It is also the ideal text for courses in multilevel modeling because it provides examples from a variety of disciplines as well as end-of-chapter exercises that allow students to practice newly learned material.\u003c\/p\u003e\n\n\u003cp\u003eThe book comprises two volumes. Volume I focuses on linear models for continuous outcomes, while Volume II focuses on generalized linear models for binary, ordinal, count, and other types of outcomes.\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":47607086219500,"sku":"9781597181365","price":282.0,"currency_code":"NZD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/33640385853dd1b5fb0731d8f14b40f0.jpg?v=1778191041"}],"url":"https:\/\/bookhero.co.nz\/collections\/sophia-rabe-hesketh.oembed","provider":"Book Hero","version":"1.0","type":"link"}