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Forecasting

COVID-19: Tail risk and predictive regressions

Walter Distaso, Rustam Ibragimov, Alexander Semenov, Anton Skrobotov

COVID-19 pandemic and unemployment rate prediction for developing countries of Asia: A hybrid approach

Lumin Shi, Yousaf Ali Khan, Man-Wen Tian

Audit lead selection and yield prediction from historical tax data using artificial neural networks

Trevor Chan, Cheng-En Tan, Ilias Tagkopoulos

Using passive sensor data to probe associations of social structure with changes in personality: A synthesis of network analysis and machine learning

Damien Lekkas, Joseph A. Gyorda, Erika L. Moen, Nicholas C. Jacobson

Acute coronary syndrome risk prediction based on gradient boosted tree feature selection and recursive feature elimination: A dataset-specific modeling study

Huizhong Lin, Yutao Xue, [ ... ], Lianglong Chen

Modifying (M)CoVaR and constructing tail risk networks through analytic higher-order moments: Evidence from the global forex markets

Arief Hakim, A. N. M. Salman, Yeva Ashari, Khreshna Syuhada

Accurate prediction of electricity consumption using a hybrid CNN-LSTM model based on multivariable data

Jaewon Chung, Beakcheol Jang

Validation of prognostic scores predicting mortality in acute liver decompensation or acute-on-chronic liver failure: A Thailand multicenter study

Tongluk Teerasarntipan, Kessarin Thanapirom, [ ... ], Sombat Treeprasertsuk

Evaluation of the added value of Brain Natriuretic Peptide to a validated mortality risk-prediction model in older people using a standardised international clinical assessment tool

John W. Pickering, Richard Scrase, Richard Troughton, Hamish A. Jamieson

The Safety INdEx of Prehospital On Scene Triage (SINEPOST) study: The development and validation of a risk prediction model to support ambulance clinical transport decisions on-scene

Jamie Miles, Richard Jacques, [ ... ], Suzanne Mason

Multicenter validation of a machine learning phase space electro-mechanical pulse wave analysis to predict elevated left ventricular end diastolic pressure at the point-of-care

Sanjeev P. Bhavnani, Rola Khedraki, [ ... ], Frank Smart

Application of machine learning for multi-community COVID-19 outbreak predictions with wastewater surveillance

Yuehan Ai, Fan He, Emma Lancaster, Jiyoung Lee

Explaining predictive factors in patient pathways using autoencoders

Hugo De Oliveira, Prodel Martin, [ ... ], Xie Xiaolan

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