کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6810974 1433736 2018 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Frequentist and Bayesian inference: A conceptual primer
موضوعات مرتبط
علوم انسانی و اجتماعی روانشناسی روانشناسی رشد و آموزشی
پیش نمایش صفحه اول مقاله
Frequentist and Bayesian inference: A conceptual primer
چکیده انگلیسی
In recent years, there has been a crisis of confidence in many empirical fields including psychology, regarding the reproducibility of scientific findings. Among several causes thought to have contributed to this situation, the inferential basis of traditional, or so-called frequentist statistics, is arguably chief among them. Of particular concern is null hypothesis significance testing (NHST), which inadvertently became the de facto basis of scientific inference in the frequentist paradigm. The objective of this paper is to describe some of the most prominent issues plaguing frequentist inference, including NHST. In addition, some Bayesian benefits are introduced to show that it offers solutions to several problems inherent in frequentist statistics. The overall aim is to provide a non-threatening, conceptual overview of these concerns. The hope is that this will facilitate greater awareness and understanding of the need to address these matters in empirical psychology.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: New Ideas in Psychology - Volume 51, December 2018, Pages 44-49
نویسندگان
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