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Generalized Linear Models : Problems with Censored, Missing, and Zero-inflated Data

Generalized Linear Models : Problems with Censored, Missing, and Zero-inflated Data

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Unlock the full potential of generalized linear models with this comprehensive resource. Designed for researchers and analysts working with complex data sets, this book tackles the challenges of censored, missing, and zero-inflated data head-on. With a focus on practical solutions and real-world applications, you'll learn how to apply generalized linear models to a wide range of data types and scenarios. From understanding the underlying principles to implementing effective models, this book provides a thorough and accessible guide to overcoming common data issues. By mastering these techniques, you'll be able to extract valuable insights from even the most difficult data sets and make more informed decisions. Whether you're working in academia, industry, or government, this book is an essential resource for anyone working with generalized linear models.
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Description
Unlock the full potential of generalized linear models with this comprehensive resource. Designed for researchers and analysts working with complex data sets, this book tackles the challenges of censored, missing, and zero-inflated data head-on. With a focus on practical solutions and real-world applications, you'll learn how to apply generalized linear models to a wide range of data types and scenarios. From understanding the underlying principles to implementing effective models, this book provides a thorough and accessible guide to overcoming common data issues. By mastering these techniques, you'll be able to extract valuable insights from even the most difficult data sets and make more informed decisions. Whether you're working in academia, industry, or government, this book is an essential resource for anyone working with generalized linear models.
Details
  • Genre: COMPUTERS, Data Science, Data Analytics, Mathematics, HC, Mathematik, Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik
  • Product Type: BOOK
  • Barcode: 9781786307026
  • Release Date: June 26, 2025
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