[PDF][PDF] Parametric and nonparametric tests: A brief review

B Gerald, TF Patson - Int J Stat Distrib Appl, 2021 - pdfs.semanticscholar.org
… Different methods of collecting and analyzing data should be known before any statistical
approach is used. According to [1], there are two sets of statistical tests for comparing means of …

Bayesian and frequentist testing for differences between two groups with parametric and nonparametric two‐sample tests

R Kelter - … Interdisciplinary Reviews: Computational Statistics, 2021 - Wiley Online Library
methodologies are hard to change, which includes the statistical analysis of data in experiments
… , Bayesian hypothesis testing can, therefore, be regarded as a model comparison or a …

A case for nonparametrics

R Bower, J Hager, C Cherniakov, S Gupta… - The American …, 2023 - Taylor & Francis
… and teaching nonparametric statistical inference alongside … encouraged to use the tutorials
of the R shiny applications to … procedures for comparing two or more groups. In Section 3.1…

Recent trends in the use of statistical tests for comparing swarm and evolutionary computing algorithms: Practical guidelines and a critical review

J Carrasco, S García, MM Rueda, S Das… - Swarm and Evolutionary …, 2020 - Elsevier
Tutorial on the use of statistical tests with code snippets and … represent the core of the
statistical comparison methodology. … Although it is correct to use non-parametric tests to achieve …

Parametric and nonparametric methods in population pharmacokinetics: experts' discussion on use, strengths, and limitations

S Goutelle, JB Woillard, T Buclin… - The Journal of …, 2022 - Wiley Online Library
… that compared the results of both approaches in the analysis … In a recent tutorial on the
estimation methods implemented in … make statistical tests based on P assumptions, such as t-tests

Researcher degrees of freedom in statistical software contribute to unreliable results: a comparison of nonparametric analyses conducted in SPSS, SAS, Stata, and R

CB Hodges, BM Stone, PK Johnson… - … Research Methods, 2023 - Springer
… of nonparametric statistical output across statistical software programs. We chose the
following five nonparametric statistical tests for our primary analysis due to their common use in …

Bayesian alternatives to null hypothesis significance testing in biomedical research: a non-technical introduction to Bayesian inference with JASP

R Kelter - BMC Medical Research Methodology, 2020 - Springer
testing in JASP by comparing traditional tests and statistical … is rich documentation in form
of tutorials and videos on the … good spectrum of statistical tests and methods is available in …

An updated guide to robust statistical methods in neuroscience

RR Wilcox, GA Rousselet - Current Protocols, 2023 - Wiley Online Library
statistics course covers classic methods for comparing … on two key properties of a statistical
test: the probability of a false … A vast array of new and improved nonparametric methods for …

Using copulas to enable causal inference from nonexperimental data: Tutorial and simulation studies.

F Falkenström, S Park, CN McIntosh - Psychological methods, 2023 - psycnet.apa.org
… As with any statistical test, the Hausman test depends on … before analysis (M = 0, SD = 1),
in order to enable comparison … With a nonparametric copula function, we would not need to …

[HTML][HTML] Biostatistics: essential concepts for the clinician

D Torres, D Normando - Dental Press Journal of Orthodontics, 2021 - SciELO Brasil
… the tutorial to assist in choosing the appropriate statistical test … such as the most appropriate
statistical test for comparing groups, … researchers correctly use non-parametric tests when the …