Regression Diagnostic (Record no. 3622)
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fixed length control field | 02073nam a22002177a 4500 |
003 - CONTROL NUMBER IDENTIFIER | |
control field | OSt |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20231114121250.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 210527b ||||| |||| 00| 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
International Standard Book Number | 080393971x |
040 ## - CATALOGING SOURCE | |
Original cataloging agency | BUL |
Language of cataloging | ENG |
Transcribing agency | BUL |
Modifying agency | BUL |
Description conventions | RDA |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Edition number | 22 |
Classification number | 519.536 |
Item number | FOX |
100 ## - MAIN ENTRY--PERSONAL NAME | |
Personal name | Fox, John |
245 ## - TITLE STATEMENT | |
Title | Regression Diagnostic |
Remainder of title | Series: Qualitative applications in the social sciences / |
Statement of responsibility, etc. | John Fox |
260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
Place of publication, distribution, etc. | New Delhi, |
Name of publisher, distributor, etc. | A sage University Paper, |
Date of publication, distribution, etc. | 1991. |
300 ## - PHYSICAL DESCRIPTION | |
Extent | 92 p. : |
Other physical details | ill. ; |
Dimensions | 21 cm. |
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
Title | QUANTITATIVE APPLICATIONS IN THE SOCIAL SCIENCES |
500 ## - GENERAL NOTE | |
General note | Table of Contents<br/><br/>I. Introduction <br/>2. Linear least-squares regression <br/> The regression model <br/> Least-squares estimation <br/> Statistical inference for regression coefficients <br/> The general linear model<br/><br/>3. Collinearity <br/> Collinearity and variation inflation Coping with Collinearity: No quick fix<br/><br/>4. Outfying and Influential data<br/> Measuring leverage: hat-values <br/> Detecting outliers: studentized residuals <br/> Measuring influence: Cook's distance and other diagnostics <br/> Numerical cutoffs for diagnostics statistics subsets of observation: partial-regression<br/> Should unusual data be discarded<br/><br/>5. Non-distributed errors <br/> Normal quintile-comparison plot of residuals <br/> Histograms of residuals<br/> Correcting asymmetry by transformation <br/><br/>6. Nonconstant error variation <br/> Detecting Nonconstant error variance <br/>Correcting Nonconstant error variance <br/><br/>7. Nonlinearity <br/>Residual and partial-residual plots <br/>Transformations for linearity <br/><br/>8 Discrete data <br/>Testing for nonlinearity <br/>Testing for nonconstant error variance<br/><br/>9. Maximum-likelihood methods, score tests, and constructed variables<br/>Box-cox transformation of y<br/>Box-Tidwell transformation of the xs <br/>Nonconstant error variance revised <br/><br/>10. Recommendations <br/>Computing diagnostics <br/>Further reading <br/><br/><br/><br/><br/> |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Source of heading or term | Diagnostics |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Lewis-Beck, Michael S. [Editor] |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Source of classification or shelving scheme | Dewey Decimal Classification |
Koha item type | Book Open Access |
Classification part | 519.536 |
Item part | 1 |
Call number prefix | FOX |
Call number suffix | 519.536 FOX |
Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Date acquired | Inventory number | Total Checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type |
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Dewey Decimal Classification | Engineering Library | Engineering Library | 11/14/2023 | 0020213 | 519.536 FOX 1 | BUML23111929 | 11/14/2023 | 1 | 11/14/2023 | Book Open Access |