عنوان

Handbook of regression methods /

شابک

1315154706

شابک

1498775306

شابک

9781315154701

شابک

9781498775304

شابک اشتباه

1498775292

شابک اشتباه

9781498775298

عنوان اصلي

Handbook of regression methods /

نام عام مواد

[Book]

نام نخستين پديدآور

Derek S. Young.

محل نشرو پخش و غیره

Boca Raton, FL :

نام ناشر، پخش کننده و غيره

CRC Press,

تاریخ نشرو بخش و غیره

[2017]

تاریخ نشرو بخش و غیره

©2017

نام خاص و کميت اثر

1 online resource (xvi, 637 pages)

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Cover; Half Title; Title Page; Copyright Page; Dedication; Table of Contents; List of Examples; Preface; I: Simple Linear Regression; 1: Introduction; 2: Basics of Regression Models; 2.1 Regression Notation; 2.2 Population Model for Simple Linear Regression; 2.3 Ordinary Least Squares; 2.4 Measuring Overall Variation from the Sample Line; 2.4.1 R2; 2.5 Regression Through the Origin; 2.6 Distinguishing Regression from Correlation; 2.7 Regression Effect; 2.7.1 Regression Fallacy; 2.8 Examples; 3: Statistical Inference; 3.1 Hypothesis Testing and Confidence Intervals; 3.2 Power.

متن يادداشت

3.3 Inference on the Correlation Model3.4 Intervals for a Mean Response; 3.5 Intervals for a New Observation; 3.6 Examples; 4: Regression Assumptions and Residual Diagnostics; 4.1 Consequences of Invalid Assumptions; 4.2 Diagnosing Validity of Assumptions; 4.3 Plots of Residuals Versus Fitted Values; 4.3.1 Ideal Appearance of Plots; 4.3.2 Diffculties Possibly Seen in the Plots; 4.4 Data Transformations; 4.5 Tests for Normality; 4.5.1 Skewness and Kurtosis; 4.6 Tests for Constant Error Variance; 4.7 Examples; 5: ANOVA for Simple Linear Regression; 5.1 Constructing the ANOVA Table.

متن يادداشت

8.2 The General Linear F-Test8.3 Lack-of-Fit Testing in the Multiple Regression Setting; 8.4 Extra Sums of Squares; 8.5 Partial Measures and Plots; 8.6 Examples; 9: Indicator Variables; 9.1 Leave-One-Out Method; 9.2 Coeffcient Interpretations; 9.3 Interactions; 9.4 Coded Variables; 9.5 Conjoint Analysis; 9.6 Examples; III: Advanced Regression Diagnostic Methods; 10: Influential Values, Outliers, and More Diagnostic Tests; 10.1 More Residuals and Measures of Influence; 10.2 Masking, Swamping, and Search Methods; 10.3 More Diagnostic Tests; 10.4 Comments on Outliers and Influential Values.

بدون عنوان

0

بدون عنوان

8

بدون عنوان

8

متن يادداشت

Handbook of Regression Methods concisely covers numerous traditional, contemporary, and nonstandard regression methods. The handbook provides a broad overview of regression models, diagnostic procedures, and inference procedures, with emphasis on how these methods are applied. The organization of the handbook benefits both practitioners and researchers, who seek either to obtain a quick understanding of regression methods for specialized problems or to expand their own breadth of knowledge of regression topics. This handbook covers classic material about simple linear regression and multiple linear regression, including assumptions, effective visualizations, and inference procedures. It presents an overview of advanced diagnostic tests, remedial strategies, and model selection procedures. Finally, many chapters are devoted to a diverse range of topics, including censored regression, nonlinear regression, generalized linear models, and semiparametric regression.--

عنوان

Handbook of regression methods.

شماره استاندارد بين المللي کتاب و موسيقي

9781498775304

موضوع مستند نشده

Multivariate analysis.

موضوع مستند نشده

Regression analysis.

موضوع مستند نشده

Statistical Computing.

موضوع مستند نشده

Statistical Theory & Methods.

موضوع مستند نشده

MATHEMATICS-- Applied.

موضوع مستند نشده

MATHEMATICS-- Probability & Statistics-- General.

موضوع مستند نشده

Multivariate Analyse

موضوع مستند نشده

Multivariate analysis.

موضوع مستند نشده

Regression analysis.

موضوع مستند نشده

Regressionsanalyse

موضوع مستند نشده

MAT-- 003000

موضوع مستند نشده

MAT-- 029000

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Young, Derek S.

تاريخ عمليات

20200823040402.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y