Browsing by Author "Uranga, Pedro Pablo Skorin"

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Forecasting with high-dimensional data using linear and P-splines L2-boosting : an exercise for the unemployment rate in Brazil

Uranga, Pedro Pablo Skorin (2022) [Work completion of graduation]

The main purpose of this paper is to verify the validity of the component-wise boosting algorithm to predict the monthly unemployment rate in the São Paulo Metropolitan Region. For this, we developed three models, a ...
Previsão de Variáveis Macroeconômicas em Alta Dimensionalidade: Introdução ao Boosting com Splines

Uranga, Pedro Pablo Skorin (2021) [Abstract published in event]
Previsão do consumo de energia elétrica durante recessões: uma aplicação do boosting no caso do estado do Rio Grande do Sul

Uranga, Pedro Pablo Skorin (2020) [Abstract published in event]