Assessment of assumptions of statistical analysis methods in randomised clinical trials: the what and how
Sign Up to like & getrecommendations! Published in 2020 at "BMJ Evidence-Based Medicine"
DOI: 10.1136/bmjebm-2019-111268
Abstract: When analysing and presenting results of randomised clinical trials, trialists rarely report if or how underlying statistical assumptions were validated. To avoid data-driven biased trial results, it should be common practice to prospectively describe the… read more here.
Keywords: randomised clinical; regression; underlying assumptions; clinical trials ... See more keywords
Statistical Assumptions and Reproducibility in Psychology: Data Mining Based on Open Science
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2022.905977
Abstract: The failures of reproducibility in psychology (or other social sciences) can be investigated by tracing their logical chains, from statistical hypothesis to their conclusion. This research starts with the normality hypothesis, the homoscedasticity hypothesis, and… read more here.
Keywords: science; reproducibility; reproducibility psychology; statistical assumptions ... See more keywords