Methods of Theoretical Statistics Analyses of Parametric and Non-Parametric Tests

Authors

  • Meghna Mishra Student, Department of Zoology, Ram Lalit P.G. College, Mirzapur, Uttar Pradesh, India

Keywords:

Statistics, data analysis, parametric tests, non-parametric tests, variables, ANOVA test.

Abstract

The statistical analysis will give significance to irrelevant data, breathing life into earlier lifeless data. The evaluation of sample, statistical inference, and numerical errors are all discussed. Only when appropriate statistical tests are used will the results and inferences be precise. Finally, a list of parametric and non-parametric data analysis tests is provided. The article gives a brief overview of the variables, as well as an understanding of quantitative and qualitative variables, as well as parametric and non-parametric tests. The purpose of this article is to introduce the reader to the basic research tools in use in multiple studies.

References

Winters, Ryan, Andrew Winters, and Ronald G. Amedee. "Statistics: a brief overview." Ochsner Journal 10.3 (2010): 213–216.

Yan, Fengxia, Mayberry Robert, and Yonggang Li. "Statistical methods and common problems in medical or biomedical science research." International journal of physiology, pathophysiology and pharmacology 9.5 (2017): 157.

Satake, Eiki. Statistical methods and reasoning for the clinical sciences: Evidence-based practice. Plural Publishing, 2014.

Borys, Damian, et al. "Non-parametric MRI Brain Atlas for the Polish Population." Frontiers in Neuroinformatics 15 (2021).

Myles, Paul S., and Tony Gin. Statistical methods for anaesthesia and intensive care. Butterworth-Heinemann Medical, 2000.

Binu, V.S., Shreemathi S. Mayya, and Murali Dhar. "Some basic aspects of statistical methods and sample size determination in health science research." Ayu 35.2 (2014): 119.

Bajwa, Sukhminder Jit Singh. "Basics, common errors and essentials of statistical tools and techniques in anesthesiology research." Journal of Anaesthesiology, Clinical Pharmacology 31.4 (2015): 547.

Altman, Douglas G., and J. Martin Bland. "Parametric v non-parametric methods for data analysis." Bmj 338 (2009).

Bewick, Viv, Liz Cheek, and Jonathan Ball. "Statistics review 10: further nonparametric methods." Critical care 8.3 (2004): 1–4.

Nahm, Francis Sahngun. "Nonparametric statistical tests for the continuous data: the basic concept and the practical use." Korean journal of anesthesiology 69.1 (2016): 8.

Downloads

Published

2022-06-09

Issue

Vol. 11 No. 1 (2022)

Section

Review Article

License

Declaration and Copyright Transfer Form

(to be completed by authors)

I/ We, the undersigned author(s) of the submitted manuscript, hereby declare, that the above manuscript which is submitted for publication in the STM Journals(s), is not published already in part or whole (except in the form of abstract) in any journal or magazine for private or public circulation, and, is not under consideration of publication elsewhere.

  • I/We will not withdraw the manuscript after 1 week of submission as I have read the Author Guidelines and will adhere to the guidelines.
  • I/We Author(s ) have niether given nor will give this manuscript elsewhere for publishing after submitting in STM Journal(s).
  • I/ We have read the original version of the manuscript and am/ are responsible for the thought contents embodied in it. The work dealt in the manuscript is my/ our own, and my/ our individual contribution to this work is significant enough to qualify for authorship.
  •  I/We also agree to the authorship of the article in the following order:

Author’s name                                    

 

1. ________________

2. ________________

3. ________________

4. ________________

 

We  Author(s) tick this box and would request you to consider it as our signature as we agree to the terms of this Copyright Notice, which will apply to this submission if and when it is published by this journal.