Statistical and Machine Learning forecasting methods: Concerns and ways forward

Keyphrases

• Machine Learning Techniques 100%
• Statistical Learning 100%
• Forecast Horizon 100%
• Forecasting Techniques 100%
• Machine Learning Prediction 100%
• Computational Requirements 100%
• Popular 50%
• Statistical Methods 50%
• Largest Subset 50%
• Open Competition 50%
• Relative Performance 50%
• Academic Literature 50%
• Time Series Forecasting 50%
• Monthly Time Series 50%
• Machine Learning Models 50%
• Sampling Accuracy 50%
• Research Stress 50%
• Accuracy Requirements 50%
• Accuracy Measure 50%
• M3-Competition 50%

Psychology

• Statistical Method 100%
• Learning Model 100%
• Time Series Forecasting 100%

Economics, Econometrics and Finance

• Machine Learning 100%
• Time Series 50%
• Statistical Method 25%