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Found 5 papers, 1 papers with code
Statistical Inference using the Morse-Smale Complex
The Morse-Smale complex of a function $f$ decomposes the sample space into cells where $f$ is increasing or decreasing.
Optimal Ridge Detection using Coverage Risk
We introduce the concept of coverage risk as an error measure for density ridge estimation.
Nonparametric modal regression
Modal regression estimates the local modes of the distribution of $Y$ given $X=x$, instead of the mean, as in the usual regression sense, and can hence reveal important structure missed by usual regression methods.
A Comprehensive Approach to Mode Clustering
Mode clustering is a nonparametric method for clustering that defines clusters using the basins of attraction of a density estimator's modes.
Nonparametric ridge estimation
Ridge estimation is an extension of mode finding and is useful for understanding the structure of a density.
