491 search results - page 2 / 99 » Nonparametric Quantile Estimation |
58
Voted
JMLR
2006
15 years 1 months ago
2006
103
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CSDA
2010
15 years 1 months ago
2010
Geometric quantiles are investigated using data collected from a complex survey. Geometric quantiles are an extension of univariate quantiles in a multivariate set-up that uses th...
110
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NIPS
2007
15 years 2 months ago
2007
We investigate quantile regression based on the pinball loss and the ǫ-insensitive loss. For the pinball loss a condition on the data-generating distribution P is given that ensu...
102
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WSC
2007
15 years 3 months ago
2007
Quantiles, also known as value-at-risk in financial applications, are important measures of random performance. Quantile sensitivities provide information on how changes in the i...
129
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ACML
2009
Springer
15 years 8 months ago
2009
Springer
Many regression schemes deliver a point estimate only, but often it is useful or even essential to quantify the uncertainty inherent in a prediction. If a conditional density estim...