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The Power of Functional Data Analysis
An introduction to functional data analysis via applications and code chunks.
Example Binomial Report
This report is an example of the capabilities created for the Marketing department at Consumers Energy. The report focuses on binomial response variables, such as unique click, unique open, and enrollment.
Estimated Consumption (kWh) via Functional Data Analysis (FDA)
A research-styled report on the exploration of FDA to estimate a continuous estimate for periodic consumption.
An analysis of socio-economic features and COVID-19 Data
A class project for STAT656 TAMU MS Stats program.
I used the refitted LASSO via the 1SE rule to obtain an active set of features that are associated with the cumulative number of confirmed cases on the 56th day after the first confirmed case. The analysis is at the county level.
The goal of the project was inferential and not predictive.
Mentor Mentee Pairing
A proof of concept on how to algorithmically match two groups of people