دانلود رایگان مقاله لاتین روش بیزی در تحقیق کسب و کار خانوادگی از سایت الزویر
عنوان فارسی مقاله:
روشهای بیزی در تحقیقات کسب و کار خانوادگی
عنوان انگلیسی مقاله:
Bayesian methods in family business research
برای دانلود رایگان مقاله روش بیزی در تحقیق کسب و کار خانوادگی اینجا کلیک نمایید.
مقدمه انگلیسی مقاله:
1. Introduction
Bayesian analysis is a commonly encountered and wellaccepted statistical method that is employed in academic disciplines including medicine (Armitag et al., 2009; Ashby, 2006; Berry, 2006), psychology (Edwards, Lindman, & Savage, 1963), physics (Cousins, 1995), genetics (Shoemaker, Painter, & Weir, 1999), and biology (Huelsenbeck, 2001). With the exception of marketing research (Rossi & Allenby, 2003) and decision analysis (Grover, 2013), however, Bayesian methods are rarely utilised in business or management research (Kruschke, Aguinis, & Joo, 2012; Zyphur & Oswald, 2013).3 A number of recent studies lament this situation and suggest that Bayesian methods may be a useful alternative to null hypothesis significance testing (NHST) (Hahn & Doh, 2006; Hansen, Perry, & Reese, 2004; Kruschke, Aguinis, & Joo, 2012; The Economist, 2006), which has long been the dominant mode of statistical analysis in management research (Schwab, Abrahamson, Starbuck, & Fidler, 2011).4 This article extends this small but growing literature on the Bayesian approach and examines the potential applicability of Bayesian methods to family business research and practice. The focus of the article is on regression models. We proceed as follows: Section 2 describes NHST and introduces Bayesian analysis. Section 3 presents the most cogent criticisms of NHST, and Section 4 enumerates the differences between Bayesian analysis and NHST. Section 5 discusses the potential contributions of Bayesian analysis to family business research, and Section 6 provides a short illustrative example of the difference between Bayesian analysis and NHST. Section 7 contains a short guide for how to use Bayesian methods and report results in the context of research on family businesses. Section 8 concludes.
برای دانلود رایگان مقاله روش بیزی در تحقیق کسب و کار خانوادگی اینجا کلیک نمایید.
کلمات کلیدی:
Bayesian Methods in Family Business Research by Jorn H. Block ... ssrn.stanford.edu/delivery.php?ID...EXT=pdf Dec 20, 2013 - Bayesian methods constitute an alternative to null hypothesis significance testing (NHST). This article briefly reviews the concept of Bayesian ... Using Bayesian methods in strategy research: an extension of ... onlinelibrary.wiley.com/doi/10.1002/smj.539/abstract by ED Hahn - 2006 - Cited by 61 - Related articles May 8, 2006 - Abstract. Hansen, Perry, and Reese (2004) recently argued for and demonstrated the utility of Bayesian methods for research associated with ... Wiley: Bayesian Methods for Management and Business: Pragmatic ... www.wiley.com › ... › Probability & Mathematical Statistics › Bayesian Analysis HIGHLIGHTS THE USE OF BAYESIAN STATISTICS TO GAIN INSIGHTS FROM EMPIRICAL DATA. Featuring an accessible approach, Bayesian Methods for ... Bayesian methods in family business research - SocioRePEc https://sociorepec.org/publication.xml?h=repec:eee:fambus:v:5:y:2014:i:1:p... The article closes with a short guide to using Bayesian methods and reporting their results in the context of research on family businesses. The article's focus is ...
