کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
141918 162946 2010 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
What to believe: Bayesian methods for data analysis
موضوعات مرتبط
علوم زیستی و بیوفناوری علم عصب شناسی علوم اعصاب شناختی
پیش نمایش صفحه اول مقاله
What to believe: Bayesian methods for data analysis
چکیده انگلیسی

Although Bayesian models of mind have attracted great interest from cognitive scientists, Bayesian methods for data analysis have not. This article reviews several advantages of Bayesian data analysis over traditional null-hypothesis significance testing. Bayesian methods provide tremendous flexibility for data analytic models and yield rich information about parameters that can be used cumulatively across progressive experiments. Because Bayesian statistical methods can be applied to any data, regardless of the type of cognitive model (Bayesian or otherwise) that motivated the data collection, Bayesian methods for data analysis will continue to be appropriate even if Bayesian models of mind lose their appeal.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: - Volume 14, Issue 7, July 2010, Pages 293–300
نویسندگان
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