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» Estimation in covariate-adjusted regression
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ICIC
2007
Springer
15 years 3 months ago
A Sparse Kernel Density Estimation Algorithm Using Forward Constrained Regression
Abstract. Using the classical Parzen window (PW) estimate as the target function, the sparse kernel density estimator is constructed in a forward constrained regression manner. The...
Xia Hong, Sheng Chen, Chris Harris
MA
2010
Springer
117views Communications» more  MA 2010»
14 years 8 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
CSR
2007
Springer
15 years 3 months ago
Estimation of the Click Volume by Large Scale Regression Analysis
Abstract. How could one estimate the total number of clicks a new advertisement could potentially receive in the current market? This question, called the click volume estimation p...
Yury Lifshits, Dirk Nowotka
MLDM
2009
Springer
15 years 4 months ago
Drift-Aware Ensemble Regression
Abstract. Regression models are often required for controlling production processes by predicting parameter values. However, the implicit assumption of standard regression techniqu...
Frank Rosenthal, Peter Benjamin Volk, Martin Hahma...
CSSC
2010
121views more  CSSC 2010»
14 years 7 months ago
An Efficient Estimation for Switching Regression Models: A Monte Carlo Study
This paper investigates an efficient estimation method for a class of switching regressions based on the characteristic function (CF). We show that with the exponential weighting ...
Dinghai Xu