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» Nonparametric Quantile Estimation
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KDD
2007
ACM
138views Data Mining» more  KDD 2007»
15 years 3 months ago
High-quantile modeling for customer wallet estimation and other applications
In this paper we discuss the important practical problem of customer wallet estimation, i.e., estimation of potential spending by customers (rather than their expected spending). ...
Claudia Perlich, Saharon Rosset, Richard D. Lawren...
TIT
2011
140views more  TIT 2011»
14 years 4 months ago
Sequential Quantile Prediction of Time Series
Motivated by a broad range of potential applications, we address the quantile prediction problem of real-valued time series. We present a sequential quantile forecasting model bas...
Gérard Biau, Benoît Patra
INFOCOM
2010
IEEE
14 years 8 months ago
Tracking Quantiles of Network Data Streams with Dynamic Operations
— Quantiles are very useful in characterizing the data distribution of an evolving dataset in the process of data mining or network monitoring. The method of Stochastic Approxima...
Jin Cao, Li (Erran) Li, Aiyou Chen, Tian Bu
WSC
2001
14 years 11 months ago
Quantile and histogram estimation
This paper discusses implementation of a sequential procedure to construct proportional half-width confidence intervals for a simulation estimator of the steady-state quantiles an...
E. Jack Chen, W. David Kelton

Lecture Notes
699views
16 years 10 months ago
Density Estimation: Nonparametric Techniques
Density estimation using nonparametric techniques by Aly A. Farag and Gimel'farb.
Aly A. Farag, Gimel'farb