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    • Finite Sample Properties of Parameterized Expectations Algorithm Solutions; Is the Length So Determinant? 

      Sánchez-Fuentes, A. Jesús (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2022)
      The solution of the Parameterized Expectations Algorithm (PEA) is well defined based on asymptotic properties. In practice, it depends on the specific replication of the exogenous shock(s) used for the resolution process. ...

    • The Yield Curve as a Recession Leading Indicator. An Application for Gradient Boosting and Random Forest 

      Cadahia Delgado, Pedro; Congregado, Emilio; Golpe, Antonio A.; Vides, José Carlos (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2022)
      Most representative decision-tree ensemble methods have been used to examine the variable importance of Treasury term spreads to predict US economic recessions with a balance of generating rules for US economic recession ...

    • Comparative Analysis of Building Insurance Prediction Using Some Machine Learning Algorithms 

      Ejiyi, Chukwuebuka Joseph; Qin, Zhen; Salako, Abdulhaq Adetunji; Happy, Monday Nkanta; Nneji, Grace Ugochi; Ukwuoma, Chiagoziem Chima; Chikwendu, Ijeoma Amuche; Gen, Ji (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2022)
      In finance and management, insurance is a product that tends to reduce or eliminate in totality or partially the loss caused due to different risks. Various factors affect house insurance claims, some of which contribute ...