Skip to content
1887
  1. Home
  2. A-Z Publications
  3. Johnson Matthey Technology Review
  4. Volume 66, Issue 2
  5. Article
Volume 66, Issue 2
  • ISSN: 2056-5135
file format pdf download PDF

Abstract

The value of using statistical tools in the scientific world is not new, although the application of statistics to disciplines such as chemistry creates multiple challenges that are identified and addressed in this article. The benefits, explained here with real examples, far outweigh any short-term barriers in the initial application, overall saving resources and obtaining better products and solutions for customers and the world. The accessibility of data in current times combined with user-friendly statistical packages, such as JMP®, makes statistics available for everyone. The aim of this article is to motivate and enable both scientists and engineers (referred to subsequently in this article as scientists) to apply these techniques within their projects.

© Johnson Matthey
Loading

Article metrics loading...

/content/journals/10.1595/205651322X16445719154043
2022-04-05
2024-04-26
Loading full text...

Full text loading...

/deliver/fulltext/jmtr/66/2/JMP_16a_Imp.html?itemId=/content/journals/10.1595/205651322X16445719154043&mimeType=html&fmt=ahah

References

  1. Lievense R. “Pharmaceutical Quality by Design Using JMP®: Solving Product Development and Manufacturing”, SAS Institute Inc, Cary, USA, 2018 [Google Scholar]
  2. Durakovic B. Period. Eng. Nat. Sci., 2017, 5, (3), 421 LINK http://pen.ius.edu.ba/index.php/pen/article/view/145/175 [Google Scholar]
  3. Fienberg S. E. Ann. Rev. Stat. Appl., 2014, 1, 1 LINK https://doi.org/10.1146/annurev-statistics-022513-115703 [Google Scholar]
  4. Nuzzo R. Nature, 2014, 506, (7487), 150 LINK https://doi.org/10.1038/506150a [Google Scholar]
  5. Halsey L. G. Biol. Lett., 2019, 15, (5), 20190174 LINK https://doi.org/10.1098/rsbl.2019.0174 [Google Scholar]
  6. Amrhein V., Greenland S., and McShane B. Nature, 2019, 567, (7748), 305 LINK https://doi.org/10.1038/d41586-019-00857-9 [Google Scholar]
  7. Wasserstein R. L., Schirm A. L., and Lazar N. A. Am. Stat., 2019, 73, 1 LINK https://doi.org/10.1080/00031305.2019.1583913 [Google Scholar]
  8. Jones B., and Nachtsheim C. J. J. Qual. Technol., 2011, 43, (1), 1 LINK https://doi.org/10.1080/00224065.2011.11917841 [Google Scholar]
  9. Jones B., and Montgomery D. C. “Design of Experiments: A Modern Approach”, John Wiley & Sons Inc, Hoboken, USA, 2019 [Google Scholar]
  10. Kelion L. ‘Excel: Why Using Microsoft’s Tool Caused Covid-19 Results to be Lost’, BBC, London, UK, 5th October, 2020 LINK https://www.bbc.co.uk/news/technology-54423988 [Google Scholar]
  11. Montgomery D. C., Loredo E. N., Jearkpaporn D., and Testik M. C. Qual. Eng., 2002, 14, (4), 587 LINK https://doi.org/10.1081/QEN-120003561 [Google Scholar]
  12. Goos P., Jones B., and Syafitri U. J. Am. Stat. Assoc., 2016, 111, (514), 899 LINK https://doi.org/10.1080/01621459.2015.1136632 [Google Scholar]
  13. Jankovic A., Chaudhary G., and Goia F. Energy Build., 2021, 250, 111298 LINK https://doi.org/10.1016/j.enbuild.2021.111298 [Google Scholar]
  14. Kenett R. S., and Zacks S. “Modern Industrial Statistics: with Applications in R, MINITAB, and JMP”, 3rd Edn., John Wiley & Sons Inc, Hoboken, USA, 2021, 880 pp [Google Scholar]
  15. Dahlin E. Socius: Sociol. Res. Dynam. World, 2019, 5 LINK https://doi.org/10.1177/2378023119846249 [Google Scholar]
http://instance.metastore.ingenta.com/content/journals/10.1595/205651322X16445719154043
Loading
Unlocking Scientific Knowledge with Statistical Tools in JMP®
Johnson Matthey Technology Review 66, 198 (2022); https://doi.org/10.1595/205651322X16445719154043
/content/journals/10.1595/205651322X16445719154043
/content/journals/10.1595/205651322X16445719154043
Loading

Data & Media loading...

  • Article Type: Research Article

Most Cited Most Cited RSS feed

This is a required field
Please enter a valid email address
Approval was a Success
Invalid data
An Error Occurred
Approval was partially successful, following selected items could not be processed due to error