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An Affine Invariant $k$-Nearest Neighbor Regression Estimate
We design a data-dependent metric in $\mathbb R^d$ and use it to define the $k$-nearest neighbors of a given point. Our metric is invariant under all affine... -
Value of condition monitoring information for maintenance decision-making
Condition and health monitoring can bring out useful information for the maintenance decision-making but few models allow their integration in the decision process.... -
Econometric Problems of Long-Memory Time Series Analysis
The investigation modes, are carried under three angles:epistemological, statistical and economical approaches. In the first part of the thesis, we specify, in an... -
New insights into Approximate Bayesian Computation
International audience -
On the mutual nearest neighbors estimate in regression
International audience
