{"product_id":"sensitivity-analysis-in-linear-regression-isbn-9780471822165","title":"Sensitivity Analysis in Linear Regression","description":"Treats linear regression diagnostics as a tool for application of linear regression models to real-life data. Presentation makes extensive use of examples to illustrate theory. Assesses the effect of measurement errors on the estimated coefficients, which is not accounted for in a standard least squares estimate but is important where regression coefficients are used to apportion effects due to different variables. Also assesses qualitatively and numerically the robustness of the regression fit. The Prediction Matrix.\u003cbr\u003e \u003cbr\u003e Role of Variables in a Regression Equation.\u003cbr\u003e \u003cbr\u003e Effects of an Observation on a Regression Equation.\u003cbr\u003e \u003cbr\u003e Assessing the Influence of Multiple Observations.\u003cbr\u003e \u003cbr\u003e Joint Impact of a Variable and an Observation.\u003cbr\u003e \u003cbr\u003e Assessing the Effect of Errors of Measurements.\u003cbr\u003e \u003cbr\u003e A Study of Model Sensitivity by the Generalized Linear ModelApproach.\u003cbr\u003e \u003cbr\u003e Computational Considerations.\u003cbr\u003e \u003cbr\u003e Appendix: Summary of Vector and Matrix Norms, Proofs of ThreeTheorems.\u003cbr\u003e \u003cbr\u003e Refernces.\u003cbr\u003e \u003cbr\u003e Index. \u003cp\u003e\u003cb\u003eSAMPRIT CHATTERJEE, PhD,\u003c\/b\u003e is Professor Emeritus of Statistics at New York University. A Fellow of the American Statistical Association, Dr. Chatterjee has been a Fulbright scholar in both Kazhakstan and Mongolia. He is the coauthor of \u003ci\u003eSensitivity Analysis in Linear Regression\u003c\/i\u003e and \u003ci\u003eA Casebook for a First Course in Statistics and Data Analysis,\u003c\/i\u003e both published by Wiley.\u003c\/p\u003e \u003cp\u003e\u003cb\u003eALI S. HADI, PhD,\u003c\/b\u003e is a Distinguished University Professor and former vice provost at the American University in Cairo (AUC). He is the founding Director of the Actuarial Science Program at AUC. He is also a Stephen H. Weiss Presidential Fellow and Professor Emeritus at Cornell University. Dr. Hadi is the author of four other books, a Fellow of the American Statistical Association, and an elected Member of the International Statistical Institute.\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":47990006841573,"sku":"NP9780471822165","price":284.95,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1842\/7735\/files\/9780471822165.jpg?v=1761786195","url":"https:\/\/k12savings.com\/es\/products\/sensitivity-analysis-in-linear-regression-isbn-9780471822165","provider":"K12savings","version":"1.0","type":"link"}