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Jana Osea's Projects

aaai-ed icon aaai-ed

This repository contains all scripts used for data cleaning, extracting, and modelling for the Emergency Department paper.

construction-equipment icon construction-equipment

This repository stores the ShinyApp that I made as a project intended to record and manage construction equipment maintenance. This project uses a SQL database to store different construction equipment maintenance status. The goal of this project is to help construction managers keep track of equipment wear and tear in order to order the correct replacement parts or schedule appropriate maintenance.

gene-expr-covid icon gene-expr-covid

This repository contains the project slides summarizing the motivation, methods, and results of the gene expression analysis of COVID-19 patients whilst removing confounding through cell type deconvolution.

iphone-vs-android icon iphone-vs-android

This project answers the question: which device is faster in receiving data? iPhone or Android? My group created an experimental design that looks at the time difference both devices receive data.

janafunctions icon janafunctions

This is a toy R package created for my assignment for STAT 545B class

linear-discrimant-analysis icon linear-discrimant-analysis

This is a report that explores the topic of linear discriminant analysis. This is an assignment for my undergraduate class and the names this is presented to are simulated people. The goal of this report is to showcase an understanding of linear discriminants and its application to a real life example.

nuclear-energy-perc icon nuclear-energy-perc

This repository contains the draft of my statistical report of the nuclear energy perception in India.

orthotic-report icon orthotic-report

This repository contains the documentation for the final report for the predictive modelling of orthotic shells using triangular mesh data.

panss icon panss

This is a repository for a project in my capstone class. This contains a web app I developed in R using the shiny package. The focus of this project was to develop an effective data collection system and analysis. The project had put us in a simulated scenario where we worked at Statistical Computing Department at the University of Calgary and we had to develop a method to help physicians learn how to use the Positive and Negative Syndrome Scale (PANSS).

rsisvive icon rsisvive

This is an R package I developed to estimate the causal effect of an exposure on an outcome when there's invalid instruments and large proportions of contamination.

toronto-fires-visualizations icon toronto-fires-visualizations

This project contains a Tableau visualization of Toronto Fires from 2012-2017. It also contains a report reflecting my experience and work process throughout creating a final visualization. The goal of this project is to showcase the different factors that can affect the cost of a fire.

twitter-k-means icon twitter-k-means

This repository stores the analysis work my partner and I did on live scraped Tweets in November 2020. We performed k means algorithm of the data and described the results.

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