Bayesian inference for psychology. Part I: Theoretical advantages and practical ramifications.
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Cites background from "Bayesian inference for psychology. ..."
...…accuracy (particularly in noisy data and small samples), the possibility of incorporating prior knowledge into the analysis, and the intuitive interpretation of results (Andrews & Baguley, 2013; Etz & Vandekerckhove, 2016; Kruschke, 2010; Kruschke, Aguinis, & Joo, 2012; Wagenmakers et al., 2017)....
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Cites background or methods from "Bayesian inference for psychology. ..."
...One may adhere to the adage “only estimate something when there is something to be estimated” (Wagenmakers et al. 2018) and first test whether an effect is present, and then estimate its size (assuming the test provided sufficiently strong evidence against the null), or one may first estimate the…...
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...JASP is an open-source statistical software program with a graphical user interface that features both Bayesian and frequentist versions of common tools such as the t test, the ANOVA, and regression analysis (e.g., Marsman & Wagenmakers, 2017; Wagenmakers et al. 2018)....
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"Bayesian inference for psychology. ..." refers background in this paper
...1941/2012; Zabell, 2012), the construction of phylogenetic trees (Huelsenbeck & Ronquist, 2001), and the comparison of structurally different models (e.g., in the field of response time analysis: the diffusion model versus the linear ballistic accumulator model; in the field of categorization:…...
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