Statistical Modelling

A repo of all my baseball analytics projects. Reach me at danielthom18@outlook.com

Implementation for HMC Math158: Statistical Linear Models

Statistical model to simulate individual haemoglobin concentrations in human hosts as a function of observed egg counts quantifying hookworm infection. The model employs latent variables to reproduce an underlying worm burdens distribution in the population. The model after calibration is used to predict the prevalence of anaemia that can be att…

In this repository, you can find some Rmarkdown scripts with different topics related to the daily task in the statistician life.

Explore configural drivers of contextualized team performances in multiteam systems, using data from NASA's HERA Campaign 3 and 4.

Predicting PO-SCORAD severity score for eczema using EczemaPred

Projects related to statistical modelling in R

connections among various statistical methods

functions for working with Functional Linear Models fit by package mgcv

R script and documentation of maximum-likelihood estimation for MOI and lineage frequency estimates accounting for incomplete data

Analyzed a 10-year USD/EUR exchange rate dataset using ARIMA and Exponential Smoothing forecasting models. Achieved a MAPE of approximately 4.68% and RMSE of about 0.0605 for both models.

Statistics Schedule Performance: Analyzing Delta and United Airlines Flight Punctuality

population scenarios City of Zurich

Data analysis course taken at EPFL during Spring 2017-18. Assignments consist of data analysis projects done in R.

R package to accompany the "Introduction to Statistics and Data Science Using R" textbook

use time series methods to predict Canadian bankruptcy rate

Case study on regularisation methods for statistics and machine learning