• Application of Functional Data Analysis for the Prediction of Maximum Heart Rate 

      Matabuena, Marcos; Vidal, Juan C.; Hayes, Philip R.; Saavedra-García, Miguel A.; Huelin Trillo, Fernando (IEEE-Institute of Electrical and Electronics Engineers, 2019-08-29)
      [Abstract]: Maximum heart rate (MHR) is widely used in the prescription and monitoring of exercise intensity, and also as a criterion for the termination of sub-maximal aerobic _tness tests in clinical populations. Traditionally, ...
    • Methodological Contributions in Semiparametric Regression Models for Functional Data 

      Novo Díaz, Silvia (2021)
      [Abstract] This doctoral thesis is dedicated to functional regression for scalar response. In particular, we focus on functional semiparametric models, which combine the practical advantages of parametric and nonparametric ...