John B. Guerard, Jr. is an independent financial researcher living in Bluffton, South Carolina.Dimitrios Thomakos is Professor in Applied Econometrics and Director of Cybernetics and Artificial Intelligence Laboratory at the National and Kapodistrian University of Athens.Foteini Kyriazi is Assistant Professor of Quantitative and Mathematical Methods in the Department of Agribusiness and Supply Chain Management at the Agricultural University of Athens.

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• 1: Introduction 2: Methods and Models in Forecasting 3: Forecast Averaging, Adaptive Learning, and the *c-method 4: Rolling Window Averaging 5: Applications of Automatic Time Series Modelling and Forecasting 6: Financial Statement Analysis for Forecasters 7: Portfolio Selection and Measurement: Reporting the Enhancement of Forecasting in Portfolio Selection 8: Summary and Conclusions

John B. Guerard, Jr. is an independent financial researcher living in Bluffton, South Carolina.Dimitrios Thomakos is Professor in Applied Econometrics and Director of Cybernetics and Artificial Intelligence Laboratory at the National and Kapodistrian University of Athens.Foteini Kyriazi is Assistant Professor of Quantitative and Mathematical Methods in the Department of Agribusiness and Supply Chain Management at the Agricultural University of Athens.

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• 1: Introduction 2: Methods and Models in Forecasting 3: Forecast Averaging, Adaptive Learning, and the *c-method 4: Rolling Window Averaging 5: Applications of Automatic Time Series Modelling and Forecasting 6: Financial Statement Analysis for Forecasters 7: Portfolio Selection and Measurement: Reporting the Enhancement of Forecasting in Portfolio Selection 8: Summary and Conclusions

John B. Guerard, Jr. is an independent financial researcher living in Bluffton, South Carolina.Dimitrios Thomakos is Professor in Applied Econometrics and Director of Cybernetics and Artificial Intelligence Laboratory at the National and Kapodistrian University of Athens.Foteini Kyriazi is Assistant Professor of Quantitative and Mathematical Methods in the Department of Agribusiness and Supply Chain Management at the Agricultural University of Athens.

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• 1: Introduction 2: Methods and Models in Forecasting 3: Forecast Averaging, Adaptive Learning, and the *c-method 4: Rolling Window Averaging 5: Applications of Automatic Time Series Modelling and Forecasting 6: Financial Statement Analysis for Forecasters 7: Portfolio Selection and Measurement: Reporting the Enhancement of Forecasting in Portfolio Selection 8: Summary and Conclusions