kgerding

Pinned Repositories

ResearchSeminar
Comparative Analysis of Machine Learning-Based Valuation Models for Predicting Residential Real Estate Prices. We examine the U.S. housing market with hedonics from Zillow.com and apply multivariate regression, bagging, xgboost, and stacked generalization methods for prediction. Our findings suggest significant outperformance of ML-methods.
Language:R20
FinancialEconometrics
Financial Econometrics (MSc, Julia code)
Language:Jupyter Notebook00
kgerding.github.io
Build a Jekyll blog in minutes, without touching the command line.
Language:SCSS00
News-influence-on-S-P500
News influence on S&P500 via GARCH and RavenPack News Analytics
00
NN-VAR-Approach-for-Real-Estate-Prices-Predictions-and-Dynamics
Source Data and Code Repository for my Masters Thesis
Language:R00

kgerding's Repositories

kgerding/NN-VAR-Approach-for-Real-Estate-Prices-Predictions-and-Dynamics
Source Data and Code Repository for my Masters Thesis
Language:R
kgerding/kgerding.github.io
Build a Jekyll blog in minutes, without touching the command line.
Language:SCSS
kgerding/ResearchSeminar
Comparative Analysis of Machine Learning-Based Valuation Models for Predicting Residential Real Estate Prices. We examine the U.S. housing market with hedonics from Zillow.com and apply multivariate regression, bagging, xgboost, and stacked generalization methods for prediction. Our findings suggest significant outperformance of ML-methods.
Language:R2
kgerding/FinancialEconometrics
Financial Econometrics (MSc, Julia code)
kgerding/News-influence-on-S-P500
News influence on S&P500 via GARCH and RavenPack News Analytics