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Regression analysis : understanding and building business and economic models using Excel /

This book covers essential elements of building and understanding regression models in a business/economic context in an intuitive manner. The technique of regression analysis is used so often in business and economics today that an understanding of its use is necessary for almost everyone engaged i...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Wilson, J. Holton, 1942-
Autor Corporativo: Business Expert Press
Otros Autores: Keating, Barry P., Beal-Hodges, Mary
Formato: Electrónico eBook
Idioma:Inglés
Publicado: [New York, N.Y.] (222 East 46th Street, New York, NY 10017) : Business Expert Press, 2012.
Edición:1st ed.
Colección:2012 digital library.
Quantitative approaches to decision making collection.
Business Expert Press digital library.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Wilson, J. Holton,  |d 1942-  |1 https://id.oclc.org/worldcat/entity/E39PCjDfG77WhXgrCrXYtftBT3 
245 1 0 |a Regression analysis :  |b understanding and building business and economic models using Excel /  |c J. Holton Wilson, Barry P. Keating, and Mary Beal-Hodges. 
250 |a 1st ed. 
260 |a [New York, N.Y.] (222 East 46th Street, New York, NY 10017) :  |b Business Expert Press,  |c 2012. 
300 |a 1 online resource (179 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Quantitative approaches to decision making collection,  |x 2163-9582 
500 |a Title from PDF title page (viewed August 29, 2012). 
500 |a Part of: 2012 digital library. 
500 |a Includes index. 
505 0 |a 1. Background issues for regression analysis -- 2. Introduction to regression analysis -- 3. The ordinary least squares (OLS) regression model -- 4. Evaluation of ordinary least squares (OLS) regression models -- 5. Point and interval estimates from a regression model -- 6. Multiple linear regression -- 7. A market share multiple regression model -- 8. Qualitative events and seasonality in multiple regression models -- 9. Nonlinear regression models -- 10. Abercrombie & amp; Fitch Co. regression case study -- 11. The formal ordinary least squares (OLS) regression model -- Appendix. Some statistical background -- Index. 
520 3 |a This book covers essential elements of building and understanding regression models in a business/economic context in an intuitive manner. The technique of regression analysis is used so often in business and economics today that an understanding of its use is necessary for almost everyone engaged in the field. It is especially useful for those engaged in working with numbers - preparing forecasts, budgeting, estimating the effects of business decisions, and any of the forms of analytics that have recently become so useful. 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
630 0 0 |a Microsoft Excel (Computer file) 
630 0 7 |a Microsoft Excel (Computer file)  |2 fast 
650 0 |a Regression analysis. 
650 0 |a Econometric models. 
650 2 |a Regression Analysis 
650 2 |a Models, Econometric 
650 6 |a Analyse de régression. 
650 6 |a Modèles économétriques. 
650 7 |a MATHEMATICS  |x Probability & Statistics  |x Regression Analysis.  |2 bisacsh 
650 7 |a Econometric models  |2 fast 
650 7 |a Regression analysis  |2 fast 
653 |a Regression analysis 
653 |a ordinary least squares (OLS) 
653 |a time-series data 
653 |a cross-sectional data. 
653 |a dependent variables 
653 |a independent variables 
653 |a point estimates 
653 |a interval estimates 
653 |a hypothesis testing 
653 |a statistical significance 
653 |a confidence level 
653 |a significance level 
653 |a p-value 
653 |a R-squared 
653 |a coefficient of determination 
653 |a multicollinearity 
653 |a correlation 
653 |a serial correlation 
653 |a seasonality 
653 |a qualitative events 
653 |a dummy variables 
653 |a non-linear regression models 
653 |a market share regression model 
653 |a Abercrombie & amp; Fitch Co. 
700 1 |a Keating, Barry P. 
700 1 |a Beal-Hodges, Mary. 
710 2 |a Business Expert Press. 
758 |i has work:  |a Regression analysis (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCGGpX63pGjRvRXcK6hqqQq  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |z 9781606494349 
830 0 |a 2012 digital library. 
830 0 |a Quantitative approaches to decision making collection.  |x 2163-9582 
830 0 |a Business Expert Press digital library. 
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