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Christoph Bergmeir · Study
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Author
Christoph Bergmeir
13 works
· latest 2023
· 3 institutions
cluster: provisional
ORCID 0000-0002-3665-9021
Works
13 shown
Insights into the accuracy of social scientists’ forecasts of societal change
Nature Human Behaviour
·
2023
·
97 authors
·
Open access
74
citations
Forecast evaluation for data scientists: common pitfalls and best practices
Data Mining and Knowledge Discovery
·
2022
·
3 authors
·
Open access
286
citations
Forecasting: theory and practice
International Journal of Forecasting
·
2022
·
79 authors
·
Open access
942
citations
NeuralProphet: Explainable Forecasting at Scale
arXiv (Cornell University)
·
2021
·
6 authors
·
preprint
·
Open access
109
citations
Global models for time series forecasting: A Simulation study
Pattern Recognition
·
2021
·
3 authors
·
Open access
83
citations
Recurrent Neural Networks for Time Series Forecasting: Current status and future directions
International Journal of Forecasting
·
2020
·
3 authors
·
Open access
1,367
citations
Sales Demand Forecast in E-commerce Using a Long Short-Term Memory Neural Network Methodology
Lecture notes in computer science
·
2019
·
5 authors
·
other
·
Open access
175
citations
Exploring the sources of uncertainty: Why does bagging for time series forecasting work?
European Journal of Operational Research
·
2018
·
3 authors
·
Open access
162
citations
A note on the validity of cross-validation for evaluating autoregressive time series prediction
Computational Statistics & Data Analysis
·
2017
·
3 authors
770
citations
Bagging exponential smoothing methods using STL decomposition and Box–Cox transformation
International Journal of Forecasting
·
2016
·
3 authors
·
Open access
330
citations
On the usefulness of cross-validation for directional forecast evaluation
Computational Statistics & Data Analysis
·
2014
·
3 authors
80
citations
On the use of cross-validation for time series predictor evaluation
Information Sciences
·
2012
·
2 authors
1,324
citations
forecast: Forecasting Functions for Time Series and Linear Models
·
2009
·
11 authors
·
dataset
·
Open access
791
citations