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ベイズ仮説検定研究×確証的研究×
分野研究デザイン研究デザイン
系統Process / pipelineProcess / pipeline
提唱年1935–1961 (Jeffreys); extended by Kass & Raftery 1995, Wagenmakers 2007–20101934 (Popper); widely adopted in social sciences from 1960s onward
提唱者Harold Jeffreys (formal Bayes factor framework)Karl Popper (falsificationism); formalized in behavioral sciences by Paul Meehl and others
種類Quantitative research designQuantitative research design
原典Jeffreys, H. (1961). Theory of Probability (3rd ed.). Oxford University Press. ISBN: 978-0198503682Popper, K. R. (1959). The Logic of Scientific Discovery. Hutchinson. ISBN: 978-0415278447
別名Bayesian significance testing, Bayes factor hypothesis testing, BHT research, Bayesian inference testinghypothesis-testing research, deductive research, theory-testing research, confirmatory study
関連54
概要Bayesian hypothesis testing research is a quantitative design in which competing hypotheses are evaluated by updating prior beliefs with observed data to produce posterior probabilities and Bayes factors. Unlike frequentist null-hypothesis significance testing, it quantifies the relative evidence for each hypothesis, supports optional stopping, and allows accumulation of evidence across studies without inflating Type I error rates.Confirmatory research is a deductive quantitative design in which the researcher specifies hypotheses derived from existing theory before data collection, then tests whether the data support or refute those hypotheses. Unlike exploratory approaches that generate ideas from data, confirmatory research begins with an established theoretical framework, pre-registers predictions, and applies statistical tests to evaluate those predictions against empirical evidence. It is the backbone of hypothesis-driven social, behavioral, and health science inquiry.
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ScholarGate手法を比較: Bayesian Hypothesis Testing Research · Confirmatory Research. 2026-06-17に以下より取得 https://scholargate.app/ja/compare