عنوان

Linear Models :

شابک

1489900241

شابک

9781489900241

شابک اشتباه

1489900268

شابک اشتباه

9781489900265

شماره

dltt

عنوان اصلي

Linear Models :

نام عام مواد

[Book]

ساير اطلاعات عنواني

Least Squares and Alternatives /

نام نخستين پديدآور

C. Radhakrishna Rao, Helge Toutenburg

نام خاص و کميت اثر

1 online resource (XI, 353 pages)

عنوان فروست

Springer Series in Statistics,

شاپا ي ISSN فروست

0172-7397

متن يادداشت

1 Introduction -- 2 Linear Models -- 3 The Linear Regression Model -- 4 The Generalized Linear Regression Model -- 5 Exact and Stochastic Linear Restrictions -- 6 Prediction Problems in the Generalized Regression Model -- 7 Sensitivity Analysis -- 8 Analysis of Incomplete Data Sets -- 9 Robust Regression -- 10 Models for Binary Response Variables -- A Matrix Algebra -- A.1 Introduction -- A.2 Trace of a Matrix -- A.3 Determinant of a Matrix -- A.4 Inverse of a Matrix -- A.5 Orthogonal Matrices -- A.6 Rank of a Matrix -- A.7 Range and Null Space -- A.8 Eigenvalues and Eigenvectors -- A.9 Decomposition of Matrices -- A.10 Definite Matrices and Quadratic Forms -- A.11 Idempotent Matrices -- A.12 Generalized Inverse -- A.13 Projectors -- A.14 Functions of Normally Distributed Variables -- A.15 Differentiation of Scalar Functions of Matrices -- A.16 Miscellaneous Results, Stochastic Convergence -- B Tables -- References

بدون عنوان

0

متن يادداشت

This book provides an up-to-date account of the theory and applications of linear models. It can be used as a text for courses in statistics at the graduate level as well as an accompanying text for other courses in which linear models play a part. The authors present a unified theory of inference from linear models with minimal assumptions, not only through least squares theory, but also using alternative methods of estimation and testing based on convex loss functions and general estimating equations. Some of the highlights include: A special emphasis on sensitivity analysis and model selection; a chapter devoted to the analysis of categorical data based on logit, loglinear, and logistic regression models; a chapter devoted to incomplete data sets; an extensive appendix on matrix theory, useful to researchers in econometrics, engineering, and optimization theory. The material covered will be invaluable not only to graduate students, but also to research workers and consultants in statistics

شماره استاندارد بين المللي کتاب و موسيقي

9781489900265

موضوع مستند نشده

Distribution (Probability theory)

موضوع مستند نشده

Mathematics.

موضوع مستند نشده

MAT029000

موضوع مستند نشده

PBT

موضوع مستند نشده

PBWL

شماره رده

شماره رده

مستند نام اشخاص تاييد نشده

Rao, C. Radhakrishna, (Calyampudi Radhakrishna),1920-

مستند نام اشخاص تاييد نشده

Toutenburg, Helge

تاريخ عمليات

20180905101638.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y