Alessandra Menafoglio

A Universal Kriging predictor for spatially dependent functional data of a Hilbert Space

Alessandra Menafoglio, Piercesare Secchi, Matilde Dalla Rosa · Electronic Journal of Statistics · 2013 · 111 citations · Full text

Engineering, Functional Analysis, Kernel Method +20

Simplicial principal component analysis for density functions in Bayes spaces

Karel Hron, Alessandra Menafoglio, Matthias Templ et al. · Computational Statistics & Data Analysis · 2015 · 98 citations · Full text

Bayes Spaces, Engineering, Density Estimation +6

A kriging approach based on Aitchison geometry for the characterization of particle-size curves in heterogeneous aquifers

Alessandra Menafoglio, Alberto Guadagnini, Piercesare Secchi · Stochastic Environmental Research and Risk Assessment · 2014 · 70 citations · Full text

Hydrogeology, Earth Science, Engineering +10

Profile Monitoring of Probability Density Functions via Simplicial Functional PCA With Application to Image Data

Alessandra Menafoglio, Marco Grasso, Piercesare Secchi et al. · Technometrics · 2018 · 54 citations · Full text

Pdf Monitoring, Engineering, Metal Foams +22

Compositional regression with functional response

Renáta Talská, Alessandra Menafoglio, Jitka Machalová et al. · Computational Statistics & Data Analysis · 2018 · 49 citations · Full text

Behavioral Sciences, Generalized Function, Compositional Regression +5