Is it possible to predict or analyse the number of Covid19 infections by performing a PCA?
Display of Luxembourgish Covid19 data using the ggplot2 package in R.
Display of Luxembourgish Covid19 data using the plotly package in R.
The recent Covid19 pandemic clearly underlined the importance of mathematical modeling to predict future events. Instead of using classical time series models or other epidemiological models, I tried to construct an LSTM Recurrent Neural Network to predict the number of future Covid19 infections in Luxembourg.
I am a 2nd-year Master’s degree student in Statistics with a particular interest in Machine Learning, Computational Statistics, Data Analysis and High-Dimensional Statistics.
I built this website out of personal interest in RStudio by using a Hugo framework.
Master's degree in Statistics, 2021
Double Major Bachelor's degree in Mathematics and Economics, 2019
High school diploma, 2016