دانلود رایگان مقاله روشهای بیزی در تحقیقات کسب و کار خانوادگی

عنوان فارسی
روشهای بیزی در تحقیقات کسب و کار خانوادگی
عنوان انگلیسی
Bayesian methods in family business research
صفحات مقاله فارسی
0
صفحات مقاله انگلیسی
8
سال انتشار
2014
نشریه
الزویر - Elsevier
فرمت مقاله انگلیسی
PDF
کد محصول
E2354
رشته های مرتبط با این مقاله
مدیریت و علوم اقتصادی
گرایش های مرتبط با این مقاله
مدیریت کسب و کار و مدیریت استراتژیک
مجله
مجله استراتژی کسب و کار خانوادگی - Journal of Family Business Strategy
دانشگاه
دانشگاه تریر، آلمان
کلمات کلیدی
روشهای بیزی، تست اهمیت فرضیه صفر، روش تحقیق کسب و کار خانوادگی، مدل های رگرسیون
چکیده

ABSTRACT


Bayesian methods constitute an alternative to null hypothesis significance testing (NHST). This article briefly reviews the concept of Bayesian methods, describes their differences from NHST, and discusses the potential of Bayesian methods to advance family business research and practice. We argue that Bayesian methods are well suited to account for the significant heterogeneity that exists in the population of family firms. 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 on regression models.

نتیجه گیری

8. Conclusion


Bayesian methods are well suited to account for the heterogeneity that exists among family firms (Westhead & Howorth, 2007) due to its applicability in small samples, its ability to address multicollinearity problems, and the possibility to test the sensitivity of the results of an empirical analysis with the specific definition of the firm that is utilised. Thus, Bayesian methods can help family firm researchers investigate alternative definitions and outcomes associated with family firms. For these and other reasons discussed above, we believe that the time has come to make far more use of Bayesian methods in family business research.


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