Classifying prostate tumor vs. healthy tissue samples using gene expression data with 6,000+ variables, comparing stepwise logistic regression, PCA, and sparse PCA.

January 16, 2025

Bayesian Vector Autoregression

Course Project · Bayesian Statistics

Bayesian Statistics

VAR Models

Time Series

Applying Bayesian priors to stabilize VAR(1) estimation for short psychological time series, comparing three approaches with different types of prior information.

June 19, 2024

LISS Income Imputations

Course Project · Survey Data Analysis

Missing Data

Multiple Imputation

Survey Data

Comparing single versus multiple imputation in a high-dimensional LISS panel dataset, illustrating trade-offs between computational simplicity and statistical rigor.

January 15, 2024

BSc. Psychology, University of Groningen

Model Misspecification in VAR Models for Psychopathology

Bachelor Thesis · University of Groningen

Thesis

VAR Models

Model Misspecification

Psychopathology

Time Series

Exploring how model misspecification in lag-1 VAR models affects predictive performance in psychopathology research, in collaboration with Dr. Laura Bringmann and Yong Zhang.

July 13, 2023