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Theoretical investigation of an exploratory approach for log-density in scale-space

Article ID Journal Published Year Pages File Type
1151380 Statistics & Probability Letters 2015 8 Pages PDF
Abstract

We develop an exploratory data analysis tool in scale-space to discover significant features of a log-density using a local likelihood approach with local polynomial regression estimators. We study its asymptotic properties at multiple locations and levels of resolution.

Keywords
Exploratory data analysisScale-spaceAsymptotic theoryLocal linear smoothing
Related Topics
Physical Sciences and Engineering Mathematics Statistics and Probability
Preview
Theoretical investigation of an exploratory approach for log-density in scale-space
Authors
Jib Huh, Cheolwoo Park,
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Statistics & Probability Letters
Journal: Statistics & Probability Letters
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