Statistical Matching with Neural Networks : A Jointly-Trained Autoencoder and Predictive Network Approach

Palumbo, Quentin
(2026)

Files

Palumbo_45131900_2026.pdf
  • Closed access
  • Adobe PDF
  • 1023.95 KB

Details

Supervisors
Heuchenne, Cédric
Faculty
Faculté des sciences
Degree label
Master [120] en science des données, orientation statistique, à finalité spécialisée
Abstract
enR routines for statistical matching based on KCCA, SuperOM and A-CCA. This version extends the package with the Convector, a jointly-trained autoencoder and multi-output multilayer perceptron for statistical matching, developed as part of a master's thesis building on Annoye's original contributions.