The references allow the self-directed learner to acquire the skills and knowledge that reside behind the website, including navigating organizational behavior.
Learning the R Software
- Website to download the R software: https://r-project.org
- R for Data Science, Garrett Grolemund, Hadley Wickham, 2017. Free Html-Book at https://r4ds.had.co.nz/index.htmlother wise available for purchase at Amazon.
- R for Dummies, Andrie de Vries, Joris Meys, 2015.
- Art of Programing R, Norman Matloff, 2011.
Building Super Tables
Layered Charting
- ggplot2, Elegant Graphics for Data Analysis, Hadley Wickham, 2016. Chapters 1-8.
Building Dashboards
- Pivot Tables In-Depth for MS Excel 2016, Suljan Oesko, 2017.
- Excel Dashboards and Reports, Michael Alexander, John Walkenbach, 2013.
Applied Statistical Analytics
- Discovering Statistics Using R, Jeremy Field, Andy Miles, 2012
- Multilevel Modeling Using R, Holmes, 2014
- Introductory Time Series with R, Paul Cowpertwait, Andrew Metcalfe, 2009
- R Package “tsoutliers,” Javier López-de-Lacalle, 2017
- Event History Analysis with R, Boran Bostrom, 2012
- New Weibull Handbook, Robert Abernathy, 2006
- R Package WeibullR. “Weibull Analysis for Reliability Engineering,” Silkworth & Symynck, 2018. (https://cran.r-project.org/web/packages/WeibullR/WeibullR.pdf)
- Machine Learning with R: Expert techniques for predictive modeling, Brett Lantz, 2019
Reliability-Centered Maintenance
Business Strategy
International Standard ISO 55000 family
- ISO 55000 Asset management—Overview, principles and terminology. First edition 2014-01-15
- ISO 55001 Asset management—Management systems—Requirements. First edition 2014-01-15
- ISO 55002 Asset management—Management systems — Guidelines for the application of ISO 55001. First edition 2014-01-15
- ISO 55002 Asset management—Management systems — Guidelines for the application of ISO 55001. First edition 2018-11
Organizational Behavior and Operational Design