TOPICS OF THE WORKING GROUP
Considered applicationsSignal processingEconometrics Quantitative finance Data filtering Chemometrics Information retrieval Statistical data mining Data compression and representation Bioinformatics |
Generic problems in statisticsModel selectionOutliers detection Regression diagnostics Linear and non linear model estimation Error analysis and error propagation Correspondence analysis Principal components analysis Partial least squares regression Parallel factor analysis (PARAFAC) Cross-validation |
Relevant problems in linear algebraLinear least squares problemsGeneralized inverse Singular Value Decomposition Eigenvalue problems Optimization Iterative methods Sparse matrix computations |