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Handbook of Regression and Modeling: Applications for the Clinical and Pharmaceutical Industries - Rilegato
Carefully designed for use by clinical and pharmaceutical researchers and scientists, Handbook of Regression Analysis and Modeling explores statistical methods that have been adapted into biological applications for the quickly evolving field of biostatistics. The author clearly delineates a six-step method for hypothesis testing using data that mimics real life. Relying heavily on computer software, he includes exploratory data analysis to evaluate the fit of the model to the actual data.
The book presents a well-defined procedure for adding or subtracting independent variables to the model variable and covers how to apply statistical forecasting methods to the serially correlated data characteristically found in clinical and pharmaceutical settings. The stand alone chapters allow you to pick and choose which chapter to read first and home in on the information that fits your immediate needs. Each example is presented in computer software format. The author uses MINITAB in the book but supplies instructions for SAS and SPSSX, making the book easily adaptable to individual situations.
Although written with the assumption that the reader has knowledge of basic and matrix algebra, the book supplies a short course on matrix algebra in the appendix for those who need it. Covering more than just statistical theory, the book provides advanced methods that you can put to immediate use.
The book presents a well-defined procedure for adding or subtracting independent variables to the model variable and covers how to apply statistical forecasting methods to the serially correlated data characteristically found in clinical and pharmaceutical settings. The stand alone chapters allow you to pick and choose which chapter to read first and home in on the information that fits your immediate needs. Each example is presented in computer software format. The author uses MINITAB in the book but supplies instructions for SAS and SPSSX, making the book easily adaptable to individual situations.
Although written with the assumption that the reader has knowledge of basic and matrix algebra, the book supplies a short course on matrix algebra in the appendix for those who need it. Covering more than just statistical theory, the book provides advanced methods that you can put to immediate use.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
Contenuti:
Basic Statistical Concepts
Simple Linear Regression
Special Problems in Simple Linear Regression: Determining ˆx from y, Serial Correlation, and Curve Fitting
Some Aspects and Examples in Constructing a Valid Simple Regression Study
Multiple Linear Regression
Correlation in Multiple Regression
Issues in Multiple Linear Regression
Polynomial Regression
Special Topics in Multiple Regression
Indicator (Dummy) Variable Regression
Model Building/Model Selection
Analysis of Covariance
Logistic Regression
Appendices
Simple Linear Regression
Special Problems in Simple Linear Regression: Determining ˆx from y, Serial Correlation, and Curve Fitting
Some Aspects and Examples in Constructing a Valid Simple Regression Study
Multiple Linear Regression
Correlation in Multiple Regression
Issues in Multiple Linear Regression
Polynomial Regression
Special Topics in Multiple Regression
Indicator (Dummy) Variable Regression
Model Building/Model Selection
Analysis of Covariance
Logistic Regression
Appendices
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
- EditoreChapman and Hall/CRC
- Data di pubblicazione2006
- ISBN 10 157444610X
- ISBN 13 9781574446104
- RilegaturaCopertina rigida
- Numero edizione1
- Numero di pagine520
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HANDBOOK OF REGRESSION AND MODELING: APPLICATIONS FOR THE CLINICAL AND PHARMACEUTICAL INDUSTRIES (HB)
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HANDBOOK OF REGRESSION AND MODELING: APPLICATIONS FOR THE CLINICAL AND PHARMACEUTICAL INDUSTRIES (HB)
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Chapman and Hall/CRC
(2006)
ISBN 10: 157444610X
ISBN 13: 9781574446104
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HANDBOOK OF REGRESSION AND MODELING: APPLICATIONS FOR THE CLINICAL AND PHARMACEUTICAL INDUSTRIES (HB)
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Chapman and Hall/CRC
(2006)
ISBN 10: 157444610X
ISBN 13: 9781574446104
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Handbook of Regression and Modeling: Applications for the Clinical and Pharmaceutical Industries: 18 (Chapman & Hall/CRC Biostatistics Series)
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Handbook of Regression and Modeling : Applications for the Clinical and Pharmaceutical Industries
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Descrizione libro Buch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Addressing a variety of topics related to this advanced aspect of statistics, the Handbook of Regression and Modeling provides essential information for researchers, graduate students, and scientists who use regression analysis for biostatistics related to clinical and pharmaceutical research. This text includes exploratory data analysis to evaluate the fit of the model to the actual data. It presents a well-defined procedure for adding or subtracting independent variables to the model variables, with methods that rely on computer software. It also applies statistical forecasting methods when data are serially correlated. Additional material covers simple linear and multiple regressions. Codice articolo 9781574446104
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Descrizione libro Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Daryl S. PaulsonCarefully designed for use by clinical and pharmaceutical researchers and scientists, Handbook of Regression Analysis and Modeling explores statistical methods that have been adapted into biological applications for the qui. Codice articolo 596334295
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Handbook of Regression and Modeling: Applications for the Clinical and Pharmaceutical Industries
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ISBN 13: 9781574446104
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Descrizione libro Hardcover. Condizione: Brand New. 1st edition. 503 pages. 9.50x6.25x1.25 inches. In Stock. Codice articolo __157444610X
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