{"product_id":"regression-analysis-and-its-application-a-data-oriented-approach-9780367403430","title":"Regression Analysis and Its Application: A Data-Oriented Approach","description":"\u003cp\u003e • Author(s): Richard F. Gunst\u003cbr\u003e • Publisher: Taylor \u0026amp; Francis\u003cbr\u003e • Publisher Imprint: CRC Press\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eRegression Analysis and Its Application: A Data-Oriented Approach\u003c\/strong\u003e answers the need for researchers and students who would like a better understanding of classical regression analysis. Useful either as a textbook or as a reference source, this book bridges the gap between the purely theoretical coverage of regression analysis and its practical application. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe book presents regression analysis in the general context of data analysis. Using a teach-by-example format, it contains ten major data sets along with several smaller ones to illustrate the common characteristics of regression data and properties of statistics that are employed in regression analysis. The book covers model misspecification, residual analysis, multicollinearity, and biased regression estimators. It also focuses on data collection, model assumptions, and the interpretation of parameter estimates.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eComplete with an extensive bibliography, \u003cstrong\u003eRegression Analysis and Its Application\u003c\/strong\u003e is suitable for statisticians, graduate and upper-level undergraduate students, and research scientists in biometry, business, ecology, economics, education, engineering, mathematics, physical sciences, psychology, and sociology. In addition, data collection agencies in the government and private sector will benefit from the book.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Paperback","offer_id":45239915217047,"sku":"9780367403430","price":5697.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780367403430.webp?v=1769223961","url":"https:\/\/atlanticbooks.com\/products\/regression-analysis-and-its-application-a-data-oriented-approach-9780367403430","provider":"Atlantic Books","version":"1.0","type":"link"}