Bayesian Information Criterion as an Alternative way of Statistical Inference

The article treats Bayesian information criterion as an alternative to traditional methods of statistical inference, based on NHST. The comparison of ANOVA and BIC results for psychological experiment is discussed.

Bibliographic Details
Main Authors:	Nadejda Yu. Gubanova, Simon Zh. Simavoryan
Format:	Article
Language:	Russian
Published:	Academic Publishing House Researcher 2012-05-01
Series:	Evropejskij Issledovatelʹ
Subjects:	statistical inference hypothesis testing Kullback–Leibler information Bayesian information criterion.
Online Access:	http://www.erjournal.ru/journals_n/1337190527.pdf

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spelling	doaj-11ab61268ec34454875eaffbe07a6c6c2020-11-24T23:32:43ZrusAcademic Publishing House ResearcherEvropejskij Issledovatelʹ2219-82292224-01362012-05-01205-1580582Bayesian Information Criterion as an Alternative way of Statistical InferenceNadejda Yu. GubanovaSimon Zh. SimavoryanThe article treats Bayesian information criterion as an alternative to traditional methods of statistical inference, based on NHST. The comparison of ANOVA and BIC results for psychological experiment is discussed.http://www.erjournal.ru/journals_n/1337190527.pdfstatistical inferencehypothesis testingKullback–Leibler informationBayesian information criterion.
collection	DOAJ
language	Russian
format	Article
sources	DOAJ
author	Nadejda Yu. Gubanova Simon Zh. Simavoryan
spellingShingle	Nadejda Yu. Gubanova Simon Zh. Simavoryan Bayesian Information Criterion as an Alternative way of Statistical Inference Evropejskij Issledovatelʹ statistical inference hypothesis testing Kullback–Leibler information Bayesian information criterion.
author_facet	Nadejda Yu. Gubanova Simon Zh. Simavoryan
author_sort	Nadejda Yu. Gubanova
title	Bayesian Information Criterion as an Alternative way of Statistical Inference
title_short	Bayesian Information Criterion as an Alternative way of Statistical Inference
title_full	Bayesian Information Criterion as an Alternative way of Statistical Inference
title_fullStr	Bayesian Information Criterion as an Alternative way of Statistical Inference
title_full_unstemmed	Bayesian Information Criterion as an Alternative way of Statistical Inference
title_sort	bayesian information criterion as an alternative way of statistical inference
publisher	Academic Publishing House Researcher
series	Evropejskij Issledovatelʹ
issn	2219-8229 2224-0136
publishDate	2012-05-01
description	The article treats Bayesian information criterion as an alternative to traditional methods of statistical inference, based on NHST. The comparison of ANOVA and BIC results for psychological experiment is discussed.
topic	statistical inference hypothesis testing Kullback–Leibler information Bayesian information criterion.
url	http://www.erjournal.ru/journals_n/1337190527.pdf
work_keys_str_mv	AT nadejdayugubanova bayesianinformationcriterionasanalternativewayofstatisticalinference AT simonzhsimavoryan bayesianinformationcriterionasanalternativewayofstatisticalinference
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Bayesian Information Criterion as an Alternative way of Statistical Inference

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