Alexander Silbersdorff

Stock Price Predictions with LSTM Neural Networks and Twitter Sentiment

Marah-Lisanne Thormann, Jan Farchmin, Christoph Weisser et al. · Statistics Optimization & Information Computing · 2021 · 33 citations · Full text

Engineering, Machine Learning, Trend Prediction +18

Reconsidering the income‐health relationship using distributional regression

Alexander Silbersdorff, Julia Lynch, Stephan Klasen et al. · Health Economics · 2018 · 25 citations · Full text

Firm-level energy rebound effects and relative efficiency in the German manufacturing sector

Anne Berner, Steffen Lange, Alexander Silbersdorff · Energy Economics · 2022 · 25 citations · Full text

Productivity, Energy Consumption, Economics +11

Introductory data science across disciplines, using Python, case studies, and industry consulting projects

Jana Lasser, Debsankha Manik, Alexander Silbersdorff et al. · Teaching Statistics · 2020 · 20 citations · Full text

Engineering, Data-driven Innovation, Abstract Data +19

A Markov-switching generalized additive model for compound Poisson processes, with applications to operational loss models

Julien Hambuckers, Thomas Kneib, Roland Langrock et al. · Quantitative Finance · 2018 · 12 citations · Full text

Engineering, Rare Event Estimation, Financial Mathematics +17