Real-time road traffic forecasting using regime-switching space-time models and adaptive LASSO

Mathematics

• Space-time Models 100%
• Adaptive Lasso 86%
• Regime Switching 78%
• Forecasting 69%
• Real-time 68%
• Traffic 67%
• Traffic Dynamics 55%
• Least Absolute Deviation 40%
• Shrinkage 34%
• Nonlinear Dynamics 32%
• Model Selection 30%
• Outlier 29%
• Estimate 27%
• Space-time 25%
• Prediction 24%
• Union 23%
• Nonlinearity 22%
• Methodology 22%
• Coefficient 15%
• Operator 14%

Business & Economics

• Regime Switching 68%
• Roads 50%
• Smart Transportation 40%
• Model Selection 30%
• Urban Networks 29%
• Outliers 27%
• Nonlinearity 27%
• Shrinkage 26%
• Operator 18%
• Deviation 16%
• Prediction 16%
• Coefficients 14%
• Methodology 10%