Fundamental Challenges of Statistical Education

Authors

  • Karishma Dubey Student, Department of Biotechnology, Mahatma Gandhi Kashi Vidyapeeth University, Varanasi, Uttar Pradesh, India

Keywords:

Statistics, discipline, study, technology, methodology

Abstract

The statistical requirements of research, technology, industry, and government are enormous and expanding rapidly, resulting in a statistical worker shortage. The exponential development in processing power and data collection capabilities is partly to blame for the rise in demand for data analysis. Simultaneously, there is a concerning trend among quantitative investigators and technical employees to approach problems with crude equipment and unsophisticated attitudes. Our discipline has produced a wealth of instruments.

References

Birnbaum, Allan. "A perspective for strengthening scholarship in statistics." The American Statistician 25.3 (1971): 14-17.

Box, George EP. "Robustness in the strategy of scientific model building." Robustness in statistics. Academic Press, 1979. 201-236.

Efron, Brad. "[statistical modeling: The two cultures]: Comment." Statistical Science 16.3 (2001):218-219.

Brown, Emery N., Robert E. Kass, and Partha P. Mitra. "Multiple neural spike train data analysis:state-of-the-art and future challenges." Nature neuroscience 7.5 (2004): 456-461.

Gnanadesikan, R. "Looking ahead: cross-disciplinary opportunities for statistics." The American Statistician 44.2 (1990): 121-125.

Kass, Robert E., Valérie Ventura, and Emery N. Brown. "Statistical issues in the analysis of neuronal data." Journal of neurophysiology 94.1 (2005): 8-25.

Keller-McNulty, Sallie. "From data to policy: Scientific excellence is our future." Journal of the American Statistical Association 102.478 (2007): 395-399.

Kruskal, William, and Jerzy Neyman. "Stochastic models and their applications to social phenomena." Probability and Mathematical Statistics-Wroclaw University 15 (1995): 21-27.

Lindsay, Bruce G., Jon Kettenring, and David O. Siegmund. "A report on the future of statistics." Statistical Science 19.3 (2004): 387-413.

Hand, David J. "Statistics and computing: the genesis of data science." Statistics and Computing 25.4 (2015): 705-711.

Snee, Ronald D. "Statistical thinking and its contribution to total quality." The American Statistician 44.2 (1990): 116-121.

Stigler, Stephen M. Statistics on the table: The history of statistical concepts and methods. Harvard University Press, 2002.

Downloads

Published

2022-05-25

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.