A review of Bayesian group selection approaches for linear regression models
Sign Up to like & getrecommendations! Published in 2020 at "Wiley Interdisciplinary Reviews: Computational Statistics"
DOI: 10.1002/wics.1513
Abstract: Grouping selection arises naturally in many statistical modeling problems. Several group selection methods have been proposed in the last two decades. In this paper, we review the Bayesian group selection approaches for linear regression models.… read more here.
Keywords: group; group selection; bayesian group; selection approaches ... See more keywords
A systematic review and Bayesian meta-analysis of the development of turn taking in adult-child vocal interactions.
Sign Up to like & getrecommendations! Published in 2022 at "Child development"
DOI: 10.1111/cdev.13754
Abstract: Fluent conversation requires temporal organization between conversational exchanges. By performing a systematic review and Bayesian multi-level meta-analysis, we map the trajectory of infants' turn-taking abilities over the course of early development (0 to 70 months). We… read more here.
Keywords: adult; development; review bayesian; systematic review ... See more keywords
A Review of Bayesian Hypothesis Testing and Its Practical Implementations
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DOI: 10.3390/e24020161
Abstract: We discuss hypothesis testing and compare different theories in light of observed or experimental data as fundamental endeavors in the sciences. Issues associated with the p-value approach and null hypothesis significance testing are reviewed, and… read more here.
Keywords: testing practical; hypothesis; bayesian testing; bayesian hypothesis ... See more keywords
A systematic review and Bayesian network meta-analysis for comparative safety assessment of favipiravir interventions in hospitalized COVID-19 patients.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of infection in developing countries"
DOI: 10.3855/jidc.16083
Abstract: INTRODUCTION COVID-19 is a coronavirus-based infectious illness that was first detected at the end of 2019 in Wuhan, China. The novel virus induces severe acute respiratory syndrome (SARS-CoV-2) and has spread globally, resulting in an… read more here.
Keywords: safety; covid patients; meta analysis; review bayesian ... See more keywords