{"product_id":"sensitivity-analysis-in-linear-regression-hardback-9780471822165","title":"Sensitivity Analysis in Linear Regression (Hardback) 9780471822165","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eSensitivity Analysis in Linear Regression\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003eSamprit Chatterjee (Author), Ali S. Hadi (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780471822165, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 27 April 1988\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e340 pages\u003cbr\u003e23.5 x 16.2 x 2.3 cm, 0.535 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003eTreats 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.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eThe 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.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Mathematics [\u003ca title=\"See our other books on Mathematics\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Mathematics%20%5BPB%5D%22\"\u003ePB\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley","offers":[{"title":"Brand New","offer_id":52298059251992,"sku":"9780471822165","price":153.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9780471822165.jpg?v=1781733483","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/sensitivity-analysis-in-linear-regression-hardback-9780471822165","provider":"Freshly Printed Books","version":"1.0","type":"link"}