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" Introduction to linear regression analysis "
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BL
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| Record Number
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706918
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| Doc. No
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b529107
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| Main Entry
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Montgomery, Douglas C
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| Title & Author
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Introduction to linear regression analysis
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| Edition Statement
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Third edition // Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining
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| Publication Statement
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New York :: Wiley,, 2001
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| Series Statement
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Wiley series in probability and mathematical statistics. Applied probability and statistics,
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| Page. NO
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xvi, 641 pages :: illustrations ;; 25 cm
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| ISBN
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0471315656
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: 9780471315650
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| Bibliographies/Indexes
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Includes bibliographical references and index
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| Contents
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1. Introduction -- 2. Simple Linear Regression -- 3. Multiple Linear Regression -- 4. Model Adequacy Checking -- 5. Transformations and Weighting to Correct Model Inadequacies -- 6. Diagnostics for Leverage and Influence -- 7. Polynomial Regression Models -- 8. Indicator Variables -- 9. Variable Selection and Model Building -- 10. Multicollinearity -- 11. Robust Regression -- 12. Introduction to Nonlinear Regression -- 13. Generalized Linear Models -- 14. Other Topics in the Use of Regression Analysis -- 15. Validation of Regression Models
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| Subject
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Regression analysis
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| Subject
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Regression Analysis
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| Dewey Classification
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519.5/36
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| LC Classification
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QA278.2.M65 2001
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| Added Entry
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Peck, Elizabeth A.,1953-
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Vining, G. Geoffrey,1954-
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