عنوان

Advanced regression models with SAS and R /

شابک

1315169827

شابک

135169006X

شابک

1351690078

شابک

1351690086

شابک

9781315169828

شابک

9781351690065

شابک

9781351690072

شابک

9781351690089

شابک اشتباه

1138049018

شابک اشتباه

9781138049017

عنوان اصلي

Advanced regression models with SAS and R /

نام عام مواد

[Book]

نام نخستين پديدآور

Olga Korosteleva.

محل نشرو پخش و غیره

Boca Raton :

نام ناشر، پخش کننده و غيره

CRC Press, Taylor & Francis Group,

تاریخ نشرو بخش و غیره

[2019]

تاریخ نشرو بخش و غیره

©2019

نام خاص و کميت اثر

1 online resource :

ساير جزييات

illustrations

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Introduction : general and generalized linear regression models -- Regression models for response with right-skewed distribution -- Regression models for binary response -- Regression models for categorical response -- Regression models for count response -- Regression models for over-dispersed count response -- Regression models for proportion response -- General linear regression models for repeated measures data -- Generalized linear regression model for repeated measures data -- Hierarchical regression model.

بدون عنوان

0

متن يادداشت

Advanced Regression Models with SAS and R exposes the reader to the modern world of regression analysis. The material covered by this book consists of regression models that go beyond linear regression, including models for right-skewed, categorical and hierarchical observations. The book presents the theory as well as fully worked-out numerical examples with complete SAS and R codes for each regression. The emphasis is on model accuracy and the interpretation of results. For each regression, the fitted model is presented along with interpretation of estimated regression coefficients and prediction of response for given values of predictors. Features: Presents the theoretical framework for each regression. Discusses data that are categorical, count, proportions, right-skewed, longitudinal and hierarchical. Uses examples based on real-life consulting projects. Provides complete SAS and R codes for each example. Includes several exercises for every regression. Advanced Regression Models with SAS and Ris designed as a text for an upper division undergraduate or a graduate course in regression analysis. Prior exposure to the two software packages is desired but not required. The Author: Olga Korosteleva is a Professor of Statistics at California State University, Long Beach. She teaches a large variety of statistical courses to undergraduate and master's students. She has published three statistical textbooks. For a number of years, she has held the position of faculty director of the statistical consulting group. Her research interests lie mostly in applications of statistical methodology through collaboration with her clients in health sciences, nursing, kinesiology, and other fields.

منبع سفارش / آدرس اشتراک

Ingram Content Group

شماره انبار

9781351690072

عنوان

Advanced regression models with SAS and R.

شماره استاندارد بين المللي کتاب و موسيقي

9781138049017

موضوع مستند نشده

SAS (Computer file)

موضوع مستند نشده

SAS (Computer file)

موضوع مستند نشده

R (Computer program language)

موضوع مستند نشده

Regression analysis, Textbooks.

موضوع مستند نشده

MATHEMATICS-- Applied.

موضوع مستند نشده

MATHEMATICS-- Probability & Statistics-- General.

موضوع مستند نشده

R (Computer program language)

موضوع مستند نشده

Regression analysis.

موضوع مستند نشده

MAT-- 003000

موضوع مستند نشده

MAT-- 029000

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Korosteleva, Olga

تاريخ عمليات

20200822160526.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y