Browsing by Author "Carrasco, Jalmar M. F."

Now showing 1 - 2 of 2
  • Thumbnail Image
    Item
    A Bayesian approach to errors-in-variables beta regression
    (2018) Figueroa-Zuniga, Jorge; Carrasco, Jalmar M. F.; Arellano Valle, Reinaldo Boris; Ferrari, Silvia L. P.
  • No Thumbnail Available
    Item
    Multiplicative errors-in-variables beta regression
    (2023) Carrasco, Jalmar M. F.; Ferrari, Silvia L. P.; Arellano-Valle, Reinaldo B.
    This paper deals with beta regression models with a covariate that is not directly observed; instead, it is replaced by a surrogate covariate that underpredicts its actual value. We propose a multiplicative errors-invariables model tailored for this situation and develop calibration regression and pseudo-likelihood-based inference for the unknown parameters. The impact of ignoring the measurement error and the performance of the inference methods are evaluated through simulations and a real data illustration.