- Pagina inicial /
- Livros /
- Science & Math /
- Mathematics /
- Applied /
- Probability & Statistics /
- Generalized Linear Models (Chapman & Hall/CRC...
Generalized Linear Models (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
85% of respondents would recommend this to a friend
CVE 17139
Detalhes do Preço
Excluindo custos de envio e alfandegários ( Os custos de envio e alfandegários serão calculados na finalização da compra )
*Todos os artigos serão importados de EUA
Qtd.:
A Ubuy trabalha arduamente para proteger a sua segurança e privacidade. O nosso sistema avançado de segurança de pagamentos garante a confidencialidade ao encriptar as suas informações durante a transmissão, utilizando os protocolos AES (Normas de Encriptação Avançada) e SSL (Camada de Sockets Seguros). Os seus dados de pagamento estão 100% seguros, pois não partilhamos os seus dados de pagamento com vendedores terceiros.
Today, it remains popular for its clarity, richness of content and direct relevance to agricultural, biological, health, engineering, and other applications.
Fast
Shipping
Devolução
gratuita*
Embalagem Segura
Produtos 100% Originais
Certificação PCI DSS
Certificação ISO 27001
O que se Destaca
Detalhes do produto
- Definitive unified treatment of methods for analysis of diverse types of data
- Direct relevance to agricultural, biological, health, engineering, and other applications
- Focus on examining the way a response variable depends on explanatory variables, treatment, and classification variables
- Includes topics such as conditional and marginal likelihood methods, estimating equations, and models for dispersion effects
- Expanded discussion of other topics such as log-linear models, multinomial response models, quasi-likelihood functions, and model checking
- Comprehension requires knowledge of matrix theory and basic probability concepts
| Publisher | Routledge |
| Publication date | August 1, 1989 |
| Edition | 2nd |
| Language | English |
| Print length | 532 pages |
| ISBN-10 | 0412317605 |
| ISBN-13 | 978-0412317606 |
| Item Weight | 1.5 pounds (680 grams) |
| Dimensions | 6.24 x 1.39 x 9.24 inches (15.8 x 3.5 x 23.5 cm) |
| Part of series | ISSN |
Quem Deverá Comprar?
-
Statistical Researchers
Ideal for researchers seeking comprehensive understanding of advanced statistical modeling techniques using generalized linear models.
-
Graduate Students
Excellent resource for graduate students studying statistics or data analysis, providing theoretical and practical insights.
-
Data Analysts
Useful for data analysts looking to implement generalized linear models in real-world data scenarios and predictive analytics.
-
Novice Learners
Not suitable for beginners, as it assumes prior knowledge of statistics and mathematical concepts.
DESCRIÇÃO DO PRODUTO
Generalized Linear Models (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Perguntas e respostas do cliente
-
Pergunta:
What are Generalized Linear Models (GLMs)?
Resposta: Generalized Linear Models (GLMs) are a flexible generalization of ordinary linear regression that allows for response variables that have error distribution models other than a normal distribution. This encompasses a range of models including logistic regression and Poisson regression. GLMs consist of three components: a random component, a systematic component, and a link function that relates the random component to the systematic component. This framework is essential for analyzing data that does not meet the assumptions of traditional linear regression, making it invaluable in fields like biostatistics and social sciences. -
Pergunta:
Who is the target audience for the Generalized Linear Models book?
Resposta: The target audience for the 'Generalized Linear Models' book includes statisticians, data scientists, and researchers who work with statistical modeling. It is particularly suited for graduate students and professionals in quantitative fields, as it provides both theoretical insights and practical applications. The book serves as a comprehensive resource, guiding the reader through both the conceptual underpinnings and real-world applications of GLMs, making it beneficial for practitioners looking to deepen their understanding of statistical modeling techniques. -
Pergunta:
What are some applications of Generalized Linear Models?
Resposta: GLMs have a wide array of applications, especially in fields like social sciences, medicine, and marketing. For example, logistic regression, a type of GLM, can be used for binary outcomes such as predicting whether a customer will purchase a product. In medicine, Poisson regression models can apply when analyzing count data, such as the number of hospital admissions. The versatility of GLMs allows researchers to choose the appropriate model based on the distribution of their data, making them a critical tool in data analysis. -
Pergunta:
What kind of statistical methods are covered in this book?
Resposta: The book covers a range of statistical methods associated with GLMs, including maximum likelihood estimation, hypothesis testing, and model diagnostics. It also delves into advanced topics such as generalized additive models and mixed models, providing readers with a comprehensive toolkit for statistical analysis. The approach emphasizes both the theoretical foundations and practical applications of these methods, catering to readers who aim to implement GLMs in various real-world scenarios, from academia to industry. -
Pergunta:
What is the importance of link functions in GLMs?
Resposta: Link functions in GLMs are critical as they connect the linear predictor to the mean of the distribution function of the response variable. This allows for appropriate modeling of the relationships between predictors and responses, accommodating variations in the data. For instance, using a log link function in a Poisson regression models counts that tend to grow multiplicatively. Understanding and selecting the correct link function is essential for accurate model fitting and interpretation, especially when analyzing complex datasets. -
Pergunta:
Is prior knowledge of statistics required to understand this book?
Resposta: While some familiarity with basic statistical concepts is helpful, the book is structured to be accessible to readers with a range of backgrounds. The introductory chapters lay out foundational principles of GLMs, thus guiding beginners through the more complex topics. However, advanced users will also find in-depth discussions and sophisticated methodologies useful. This makes it a valuable resource for both novice and experienced statisticians aiming to enhance their knowledge of model applications in various fields. -
Pergunta:
What is the second edition of this book enhancing over the first edition?
Resposta: The second edition of 'Generalized Linear Models' offers substantial improvements over the first edition, including updated examples, expanded discussions on modern applications, and refined theoretical explanations. It incorporates feedback from readers and integrates recent advancements in the field of statistics, making it more relevant to current practice. This edition provides a more comprehensive view of GLMs, ensuring that readers have access to the latest insights and methodologies applicable to real-world data analysis. -
Pergunta:
Can this book be used for self-study of statistical modeling?
Resposta: Yes, the book is designed to serve as both a textbook and a self-study resource for individuals interested in mastering GLMs. With structured chapters, clear examples, and exercises at the end of each section, readers can effectively learn at their own pace. The inclusion of practical scenarios allows learners to apply concepts to real datasets, enhancing their understanding. Whether you are studying for academic purposes or personal interest, the book provides an excellent foundation in statistical modeling techniques. -
Pergunta:
How does this book address model diagnostics in GLMs?
Resposta: The book provides a thorough examination of model diagnostics in GLMs, crucial for ensuring that the models fitted to data are appropriate. It discusses various diagnostic techniques, such as checking residuals, identifying influential data points, and testing for overdispersion. This allows readers to assess the validity of their models and make necessary adjustments. By understanding these diagnostic tools, users can enhance the accuracy and reliability of their analyses, leading to more robust conclusions in their research. -
Pergunta:
Where can I buy Generalized Linear Models Chapman & Hall/CRC Monographs on Statistics and Applied Probability 2nd Edition in Cabo Verde?
Resposta: You can buy the 'Generalized Linear Models' book in Cabo Verde through Ubuy. Ubuy is a reliable online shopping platform that provides a wide array of books and products, catering to customers seeking quality options. By browsing their selection, you can easily find this book along with other related resources, making it a convenient option for your purchasing needs.
Probability & Statistics Editorial Review
Generalized Linear Models (Chapman & Hall/CRC Monographs on Statistics and Applied Probability) offers an in-depth exploration of statistical theory with a focus on generalized linear models. Published by Routledge, the 2nd edition spans 532 pages, providing comprehensive insights that cater to both novice and experienced statisticians. The book's meticulous approach makes it a valuable resource for understanding advanced statistical methodologies relevant to various applied fields. Readers appreciate the clear explanations and structured content that guide them through complex concepts, making it an essential addition to any statistician's library.
Avaliações e Classificações dos Clientes
-
5 Estrela
100%
-
4 Estrela
0%
-
3 Estrela
0%
-
2 Estrela
0%
-
1 Estrela
0%
Avaliar este produto
Partilhe as suas ideias com outros clientes
Prós
- In-depth exploration of statistical theories
- Comprehensive insights for various applied fields
- Clear explanations suitable for all experience levels
- Well-structured content enhances understanding
- Valuable resource for statisticians and researchers
Contras
- Some readers may find it dense or technical
CONFIANÇA NA PLATAFORMA E SEGURANÇA DO COMPRADOR
“Great products and very good service: very easy and very fast international delivery.”
“Wonderful online shopping experience, smooth transaction from the start. Payment method works conveniently and delivery is unexpectedly fast and reliable. You go the extra mile for service. What makes this even more amazing, you deliver to Namibia. I will remain a happy Ubuy customer and will increase my purchases for sure! Thank you!”
“Very easy to find the products what you need, and so fast delivery, that’s why I highly recommended to others costumers to used ubuy.”
“I received exactly what I ordered I was skeptical about your site because that was my first time to order. But the order came timely and neatly packaged. I was not disappointed. Thank you.”
“Easy to find and order what you want on the website. Delivery is quick to the UK”
Histórico de preços do produto
Informação importante
- Limitações: para produtos expedidos internacionalmente, tenha em atenção que qualquer garantia do fabricante pode não ser válida; opções de serviço do fabricante podem não estar disponíveis; manuais de produtos, instruções e avisos de segurança podem não estar nas línguas do país de destino; os produtos (e materiais que o acompanham) pode não ter sido concebido em conformidade com as normas, especificações e requisitos de rotulagem do país de destino; e os produtos podem não estar em conformidade com a voltagem e outras normas elétricas do país de destino (requerendo assim o uso de um adaptador ou conversor caso seja apropriado). O destinatário é responsável por garantir que o produto pode ser legalmente importado para o país de destino. Quando encomenda à Ubuy ou aos seus afiliados, o destinatário é o importador de registo e deve estar em conformidade com todas as leis e regulamentos do país de destino.
- Nem todos os produtos listados na Ubuy estão à venda, uma vez que a Ubuy é um motor de busca global. Os produtos estão sujeitos a leis de exportação/comércio.
CVE 17139
Encomende já e receba por volta de Sunday, Outubro 18
Este artigo não está restrito no meu país. (Clique no link acima se este artigo não estiver restrito no seu país, para que a nossa equipa o analise e permita.)
Qtd.:
Em conformidade com a norma PCI DSS e com certificação ISO 27001:2022, com pagamentos encriptados e proteção total do comprador em todas as encomendas.
Recursos e benefícios
- Definitive unified treatment of methods for analyzing diverse types of data
- Focus on examining the way a response variable depends on explanatory variables
- Includes topics like conditional and marginal likelihood methods, estimating equations, and models for dispersion effects
- Expanded discussion of other topics like log-linear and related models, multinomial response models, quasi-likelihood functions, and model checking
- Comprehension requires knowledge of matrix theory and basic probability theory
- Ideal text, self-study guide, and reference for researchers in many disciplines
Ubuy Assurance
Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns *, and secure packaging on every order.
