عنوان

Regression

شابک

9781848829688 (pbk.)

کد کشور

IR

شماره

E-4707

زبان متن نوشتاري يا گفتاري و مانند آن

انگلیسی

کشور محل نشر

IR

عنوان اصلي

Regression

نام عام مواد

[Book]

ساير اطلاعات عنواني

:linear models in statistics

نام نخستين پديدآور

/ N.H. Bingham, John M. Fry

محل نشرو پخش و غیره

London ;New York

نام ناشر، پخش کننده و غيره

: Springer

تاریخ نشرو بخش و غیره

, 2010.

نام خاص و کميت اثر

xiii, 284 p. , ill. , 24 cm.

عنوان فروست

(Springer undergraduate mathematics series,1615-2085)

متن يادداشت

Print

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

"The Springer Undergraduate Mathematics Series (SUMS) is designed for undergraduates in the mathematical sciences. From core foundational material to final year topics, SUMS books take a fresh and modern approach and are ideal for self-study or for a one-or two-semester course. Each book includes numerous examples, problems and fully-worked solutions. N. H. Bingham. John M. Fry Regression" "Regression is the branch of Statistics in which a dependent variable of interest is modelled as a linear combination of one or more predictor variables, together with a random error. The subject is inherently two-or higher-dimensional, thus an understanding of Statistics in one dimension is essential." "Regression: Linear Models in Statistics fills the gap between introductory statistical theory and more specialist sources of information. In doing so, it provides the reader with a number of worked examples, and exercises with full solutions." "The book begins with simple linear regression (one predictor variable), and analysis of variance (ANOVA), and then further explores the area through inclusion of topics such as multiple linear regression (several predictor variables) and analysis of covariance (ANCOVA). The book concludes with special topics such as non-parametric regression and mixed models, time series, spatial processes and design of experiments." "Aimed at 2nd and 3rd year undergraduates studying Statistics, Regression: Linear Models in Statistics requires a basic knowledge of (one-dimensional) Statistics, as well as Probability and Standard Linear Algebra. Possible companions include John Haigh's Probability Models, and T. S. Blyth & E. F. Robertsons' Basic Linear Algebra and Further Linear Algebra."--BOOK JACKET.

متن يادداشت

Linear regression -- The Analysis of Variance (ANOVA) -- Multiple regression -- Further multilinear regression -- Adding additional covariates and the Analysis of Covariance -- Linear hypotheses -- Model checking and transformation of data -- Generalised linear models -- Other topics -- Solutions -- Dramatis personae : who did what when.

عنوان

Springer undergraduate mathematics series

موضوع مستند نشده

Regression analysis

موضوع مستند نشده

Lineares Regressionsmodell., swd

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Bingham, N. H.

مستند نام اشخاص تاييد نشده

Fry, John M.(John Michael),1980-

کشور

ایران

وضعیت فهرست نویسی

old catalog

فرمت انتشار

p

نوع ماده

BL

پیشوند ISBD اعمال شده است

1

سطح دسترسي

a

تكميل شده

Y