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» Regression with Linear Factored Functions
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MA
2010
Springer
117views Communications» more  MA 2010»
13 years 2 months ago
Thresholding projection estimators in functional linear models
We consider the problem of estimating the regression function in functional linear regression models by proposing a new type of projection estimators which combine
Hervé Cardot, Jan Johannes
HICSS
2008
IEEE
93views Biometrics» more  HICSS 2008»
13 years 10 months ago
An Exploration of the Hygiene and Motivator Aspects of WebQual Constructs in Predicting Website Reuse
Most existing studies of website characteristics and their impact on intentions have assumed a linear relationship between them. However, motivational theories suggest that while ...
Ben Q. Liu, Dale Goodhue
JMLR
2010
118views more  JMLR 2010»
12 years 11 months ago
Dirichlet Process Mixtures of Generalized Linear Models
We propose Dirichlet Process mixtures of Generalized Linear Models (DP-GLMs), a new method of nonparametric regression that accommodates continuous and categorical inputs, models ...
Lauren Hannah, David M. Blei, Warren B. Powell
DASFAA
2011
IEEE
525views Database» more  DASFAA 2011»
12 years 7 months ago
StreamFitter: A Real Time Linear Regression Analysis System for Continuous Data Streams
In this demo, we present the StreamFitter system for real-time regression analysis on continuous data streams. In order to perform regression on data streams, it is necessary to co...
Chandima H. Nadungodage, Yuni Xia, Fang Li, Jaehwa...
NPL
2002
168views more  NPL 2002»
13 years 4 months ago
Reduced Rank Kernel Ridge Regression
Ridge regression is a classical statistical technique that attempts to address the bias-variance trade-off in the design of linear regression models. A reformulation of ridge regr...
Gavin C. Cawley, Nicola L. C. Talbot