Ghislain Durif
Ghislain Durif
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Multivariate analysis of single cell genomic expression data
Ghislain Durif
,
Laurent Modolo
,
Jakob Michaelsson
,
Jeff E. Mold
,
Sophie Lambert-Lacroix
,
Franck Picard
PhD
,
ABS4NGS
,
MACARON
,
statistics
,
single-cell
,
conference
Date
Oct 4, 2018 13:00
Event
Paris Single Cell Day (PASIC) 2018
Location
Muséum National d’Histoire Naturelle de Paris, Paris (France)
Paris Single Cell Day (PASIC) 2018
,
Muséum National d’Histoire Naturelle de Paris
, Paris (France)
Statistics
Dimension reduction
Variable selection
Data visualization
Sparse
High-dimensional data
Regression
Classification
Related
Multivariate statistics for single-data data analysis: zero-inflated count matrix factorization for data exploration and sparse PLS-based logistic regression for classification
Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
High dimensional classification with combined adaptive sparse PLS and logistic regression
Adaptive Sparse PLS for Logistic Regression
Adaptive Sparse PLS for Logistic Regression
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