Christophe Biernacki
Statistics and Probability · 2000–2003
A researcher in the Science corpus: 3 papers; trusts 9 researchers and is trusted by 35 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 5 citations into it; #1,619 of 12,932 by trust here, #2,153 by citations
Whom Christophe Biernacki trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Geoffrey J. McLachlan
- Hirotugu Akaike
- Padhraic Smyth
- William N. Venables
- Arthur P. Dempster
- B. D. Ripley
- David Peel
- Nan M. Laird
Who trusts Christophe Biernacki overall
- Bettina Grün
- Paul David McNicholas
- Marko Sarstedt
- Friedrich Leisch
- Tiago P. Peixoto
- T. Warren Liao
- Volodymyr Melnykov
- Daniel J. Bauer
- Charles Bouveyron
- J. Jacques
Papers from Christophe Biernacki's perspective
Ordered by how strongly the researchers Christophe Biernacki trusts endorse each paper. Same corpus, a different order for every researcher.
- Estimating the Dimension of a Model
- Mixture models : inference and applications to clustering
- The EM algorithm and extensions
- Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper
- Some methods for classification and analysis of multivariate observations
- Model selection for probabilistic clustering using cross-validated likelihood (Statistics and computing)
- Bayesian Density Estimation and Inference Using Mixtures
- Finite Mixture Models (Wiley Series in Probability and Statistics)
- A new look at the statistical model identification
- Modern Applied Statistics with S-Plus.
Their papers
- Introduction to the Special Section on Video Surveillance (2000) — 474 citations
- Assessing a Mixture Model for Clustering with the Integrated Completed Likelihood (2000) — 1,616 citations
- Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models (2003) — 685 citations