Applied regression analysis (Record no. 44687)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03466nam a2200217 a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9788126531738 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.536 |
| Item number | DRA |
| 100 1# - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Draper, Norman Richard. |
| 245 10 - TITLE STATEMENT | |
| Title | Applied regression analysis |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | New Delhi : |
| Name of publisher | Wiley, |
| Year of publication | c1998. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xvii, 706 p. : |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Preface --<br/>About the software --<br/>Basic prerequisite knowledge --<br/>Fitting a straight line by least squares --<br/>Checking the straight line fit --Fitting straight lines: special topics --<br/>Regression in matrix terms: Straight line case --<br/>The general regression situation --<br/>Extra sums of squares and tests for several parameters being zero --<br/>Serial correlation in the residuals and the Durbin-Watson test --<br/>More on checking fitted models --<br/>Multiple regression: special topics --<br/>Bias in regression estimates, and expected values of mean squares and sums of squares --<br/>On worthwhile regressions, big F's, and R² --<br/>Models containing functions of the predictors, including polynomial models --<br/>Transformation of the response variable --<br/>"Dummy" variables --<br/>Selecting the "Best" regression equation --<br/>Ill-conditioning in regression data --<br/>Ridge regression --<br/>Generalized linear models (GLIM) --<br/>Mixture ingredients as predictor variables --<br/>The geometry of least squares --<br/>More geometry of least squares --<br/>Orthogonal polynomials and summary data --<br/>Multiple regression applied to analysis of variance problems --<br/>An introduction to nonlinear estimation --<br/>Robust regression --<br/>Resampling procedures (Bootstrapping) --<br/>Bibliography --<br/>True/false questions --<br/>Answers to exercises --<br/>Tables --<br/>Index of authors associate with exercises --<br/>Index. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "An outstanding introduction to the fundamentals of regression analysis-updated and expanded The methods of regression analysis are the most widely used statistical tools for discovering the relationships among variables. This classic text, with its emphasis on clear, thorough presentation of concepts and applications, offers a complete, easily accessible introduction to the fundamentals of regression analysis. Assuming only a basic knowledge of elementary statistics, Applied Regression Analysis, Third Edition focuses on the fitting and checking of both linear and nonlinear regression models, using small and large data sets, with pocket calculators or computers. This Third Edition features separate chapters on multicollinearity, generalized linear models, mixture ingredients, geometry of regression, robust regression, and resampling procedures. Extensive support materials include sets of carefully designed exercises with full or partial solutions and a series of true/false questions with answers. All data sets used in both the text and the exercises can be found on the companion disk at the back of the book. For analysts, researchers, and students in university, industrial, and government courses on regression, this text is an excellent introduction to the subject and an efficient means of learning how to use a valuable analytical tool. It will also prove an invaluable reference resource for applied scientists and statisticians."- |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Regression analysis. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Smith, Harry, |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://www.loc.gov/catdir/bios/wiley042/97017969.html |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://www.loc.gov/catdir/description/wiley033/97017969.html |
| 856 4# - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://www.loc.gov/catdir/toc/onix04/97017969.html |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Reference Books |
| Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Reference | Main Library | Main Library | Reference | 03/09/2019 | Purchased | 5141.00 | 519.536 DRA | 015902 | Reference Books |