Fadel Megahed's repositories
miscellaneous
This folder contains miscellaneous pieces of code that I worked on, which may be helpful for other people as well
covid19
A R based repo for collecting covid19 data
r4ds
R for data science: a book
Rtutorials
This repo contains some tutorials that I have created to our research group.
businessForecasting
This repository contains my lecture notes (PDFs generated from R Markdown) for our business forecasting class. The course is an introductory course on forecasting and time series analysis. The organization of the course is based on the Spring 2020 class taught by Dr. Allison Jones-Farmer. I did my best to add references whenver possible. If I missed a reference, please let me know.
netflix
This repository is used to analyze publically available data on NetFlix. It is meant to provide prospective Netflix hires with some additional information about the company. Note that this can be easily extended to any other Tech company and that I do not claim whether this information can help prospective candidates with an improved chances in passing through the interview process (given that I do not work for tech companies/Netflix).
cv
Latest CV (both PDF and tex files) in addition to the original res.cls
imageST
This repository contains all code used for trials, experimentation and eventually used in the paper: Megahed, F. M., Wells, L. J., Camelio, J. A., & Woodall, W. H. (2012). A spatiotemporal method for the monitoring of image data. Quality and Reliability Engineering International, 28(8), 967-980. The code has not been touched since 2010 and I have shared it with 8-10 research groups since the paper was published. This repo is somewhat disorganized as it is purely a file dump of everything we tried for the paper.
3Dscans
This repo contains the simulation and case study code used in Wells, L. J., Megahed, F. M., Niziolek, C. B., Camelio, J. A., & Woodall, W. H. (2013). Statistical process monitoring approach for high-density point clouds. Journal of Intelligent Manufacturing, 24(6), 1267-1279. This code was added to GitHub approximately 8-9 years from when the work was done so my apologies for any missing documentation. I used to share Dropbox links with readers and this is a better long-term approach. These two folders were shared with several researchers via email links in the past.
qvt
This repo contains the spreadsheet app generated for Smith, H. D., Megahed, F. M., Jones‐Farmer, L. A., & Clark, M. (2014). Using visual data mining to enhance the simple tools in statistical process control: A case study. Quality and reliability engineering international, 30(6), 905-917. The original app was located on Auburn's web server and I have moved it here since it is unclear how long it will remain on the site (given that I have moved and no longer have web access).
image-mglr
This repository contains the code used for He, Z., Zuo, L., Zhang, M., & Megahed, F. M. (2016). An image-based multivariate generalized likelihood ratio control chart for detecting and diagnosing multiple faults in manufactured products. International Journal of Production Research, 54(6), 1771-1784.
cryptopredictions
This is for the cryptocurrent paper