Publications

Publications in Peer-Reviewed Journals

1. Forecasting Real GDP Growth for Africa
   Franses, P.H. and Welz, M.
   Econometrics, 10(1):3, 2022.
   [open access] [code]

2. Evaluating Heterogeneous Forecasts for Vintages of Macroeconomic Variables
   Franses, P.H. and Welz, M.
   Journal of Forecasting, 2021.
   [open access] [code]

Conference Presentations

1. Identifying periods of careless responding in rating-scale surveys
   Welz, M. and Alfons, A.
   ICORS 2022, July 5–9, 2022, Waterloo, ON, Canada.
   [slides]

2. Identifying periods of careless responding in rating-scale surveys
   Welz, M. and Alfons, A.
   SIPS 2022, June 27–29, 2022, Victoria, BC, Canada.
   [slides]

3. Generic Machine Learning Inference on Heterogeneous Treatment Effects Using the Package GenericML
   Welz, M., Alfons, A, Demirer, M., and Chernozhukov, V.
   useR! 2022, June 20–23, 2022, online.
   [slides]

4. Outlier Detection in Rating-Scale Data via Autoencoders
   Welz, M. and Alfons, A.
   International Conference on Robust Statistics 2021, September 20–24, 2021, Vienna, Austria.
   [slides]

If you are interested in slides that I used in a seminar presentation, please let me know.