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Bayesian Bootstrapped Correlation Coefficients [PDF]
Tutorials in Quantitative Methods for Psychology, 2022 We propose the Bayesian bootstrap (BB) as a generic, simple, and accessible method for sampling from the posterior distribution of various correlation coefficients that are commonly used in the social-behavioral sciences.
Rodriguez, Josue E., Williams, Donald R.
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Confidence intervals: Concepts, fallacies, criticisms, solutions and beyond [PDF]
Network Biology, 2022 For a long time, confidence interval theory is the basis of statistics, and confidence interval has been regarded as an important content of statistical analysis.
WenJun Zhang
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Emerging Infectious Diseases, 2023 Using data from 12 US health departments, we estimated mean serial interval for monkeypox virus infection to be 8.5 (95% credible interval 7.3–9.9) days for symptom onset, based on 57 case pairs.
Zachary J. Madewell +19 more
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Dilemma of t-tests: Retaining or discarding choice and solutions [PDF]
Computational Ecology and Software, 2022 The t-test theory has laid the foundation of modern statistics and it is one of the main contents of statistics. This theory can be found in all statistics textbooks and is at the core of almost all applied statistics courses.
WenJun Zhang
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A Bayesian bird's eye view of ‘Replications of important results in social psychology’ [PDF]
Royal Society Open Science, 2017 We applied three Bayesian methods to reanalyse the preregistered contributions to the Social Psychology special issue ‘Replications of Important Results in Social Psychology’ (Nosek & Lakens.
Maarten Marsman +5 more
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Bayesian Mixture Model to Estimate Freeway Travel Time under Low-Frequency Probe Data
Applied Sciences, 2022 This study develops a novel estimation method under low-frequency probe data using the Bayesian approach. Given the challenges in estimating travel time under low-frequency probe data and prior distribution of the parameters in a traditional Bayesian ...
Hyungjoo Kim, Lanhang Ye
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orchaRd 2.0: An R package for visualising meta‐analyses with orchard plots
Methods in Ecology and Evolution, 2023 Although meta‐analysis has become an essential tool in ecology and evolution, reporting of meta‐analytic results can still be much improved. To aid this, we have introduced the orchard plot, which presents not only overall estimates and their confidence ...
Shinichi Nakagawa +7 more
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Credible intervals for nanoparticle characteristics [PDF]
Journal of Quantitative Spectroscopy and Radiative Transfer, 2012 Abstract Solving the inverse problem of nanoparticle characterization has the potential to advance science and benefit society. While considerable progress has been made within a framework based on the scattering of surface plasmon-polaritons, an aspect not heretofore considered is the quantification of uncertainty in the estimation of a nanoparticle
Charnigo, R. +5 more
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Collabra: Psychology, 2019 Based on the observation that frequentist confidence intervals and Bayesian credible intervals sometimes happen to have the same numerical boundaries (under very specific conditions), Albers et al.
Ladislas Nalborczyk +2 more
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Journal of Open Research Software, 2021 We present 'bayesint', a Python package for calculating Bayesian credible intervals for ratios of two independent beta distributions such as are used when considering binomial data. Such data could be found in counts of events in medical diagnostic tests,
M. Bekker-Nielsen Dunbar +1 more
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