Luca Bagnato

Research output

Research output per year 2009 2010 2013 2014 2015 2018 2019 2020 2021 2022 2023 2024 2024

• 38 Article
• 6 Chapter
• 3 Conference contribution
• 2 Book
• 4 More
  • 2 Working paper
  • 1 Foreword/postscript
  • 1 Other contribution

Research output per year

Research output per year

Search results

• 2023

  On the Use of the Matrix-Variate Tail-Inflated Normal Distribution for Parsimonious Mixture Modeling

  Tomarchio, S. D., Punzo, A. & Bagnato, L., 2023, Studies in Theoretical and Applied Statistics. Vol. 406. p. 407-423 17 p. (SPRINGER PROCEEDINGS IN MATHEMATICS & STATISTICS).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Matrix 100%
  • Mixture Model 75%
  • Normal Distribution 75%
  • Model-Based Clustering 50%
  • Parameters 50%

• Parsimonious Mixtures of Matrix-Variate Shifted Exponential Normal Distributions

  Tomarchio, S. D., Bagnato, L. & Punzo, A., 2023, Studies in Classification, Data Analysis, and Knowledge Organization. Grilli L., L. M. ,. R. C. ,. R. E. ,. V. M. (ed.). p. 177-186 10 p. (STUDIES IN CLASSIFICATION, DATA ANALYSIS, AND KNOWLEDGE ORGANIZATION).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Matrix 100%
  • Gaussian Distribution 100%
  • Parameters 28%
  • Parameter Estimation 14%
  • Model-Based Clustering 14%
• 2014

  A Latent Variable Approach to Modelling Multivariate Geostatistical Skew-Normal Data

  Bagnato, L. & Minozzo, M., 2014, Studies in Theoretical and Applied Statistics. Carpita, M., Brentari, E. & Qannari, E. M. (eds.). p. 113-126 14 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Variables 100%
  • Markov Chain Monte Carlo 66%
  • Expectation-Maximization Algorithm 66%
  • Spatial Autocorrelation 66%
  • Simulation Study 33%
• 2013

  Model-Based Classification Via Patterned Covariance Analysis

  Bagnato, L., 2013, Statistical Models for Data Analysis. GIUDICI, P., INGRASSIA, S. & VICHI, M. (eds.). p. 17-26 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Mixture Model 100%
  • Classification 50%
  • Simulation Study 50%
  • Gaussian 50%
  • Covariance 50%

• Using the Autodependogram in Model Diagnostic Checking

  Bagnato, L. & Punzo, A., 2013, Advances in Theoretical and Applied Statistics. TORELLI, N., PESARIN, F. & BAR-HEN, A. (eds.). p. 129-139 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Diagnostics 100%
  • Nonlinear Model 50%
  • Contexts 50%
  • Application 50%
  • Simulation 50%
  6 Citations (Scopus)
• 2012

  Checking Serial Independence of Residuals from a Nonlinear Model

  Bagnato, L. & Punzo, A., 2012, Challenges at the Interface of Data Analysis, Computer Science and Optimization. Studies in Classification, Data Analysis, and Knowledge Organization. Gaul, W., Geyer-Shulz, A., Schmidt-Thieme, L. & Kunze, J. (eds.). p. 203-211 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Independence 100%
  • Model 80%
  • Simulation 20%
  • Alternatives 20%
  • Performance 20%
  9 Citations (Scopus)