FAQ

Non-Parametric Regression Method

Known as: Nonparametric Regression Method 
Non-parametric regression methods are aimed at describing a relationship between the dependent and independent variables without specifying the form… (More)
National Institutes of Health

Topic mentions per year

Topic mentions per year

1999-2017
01219992017

Papers overview

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2017
2017
Multivariate wavelet kernel regression method
The purpose of this paper is to introduce a new penalized multivariate nonparametric regression method, in the framework of… (More)
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2014
2014
Predicting students’ grades using fuzzy non-parametric regression method and ReliefF-based algorithm
In this paper we introduce two new approaches to predict the grades that university students will acquire in the final exam of a… (More)
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2012
2012
Implementing short-term traffic flow forecasting based on multipoint WPRA with MapReduce
The multipoint short-term traffic flow forecasting should deal with mass of historical traffic flow data from intersections in an… (More)
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2011
2011
The function of the left anterior temporal pole: evidence from acute stroke and infarct volume
The role of the anterior temporal lobes in cognition and language has been much debated in the literature over the last few years… (More)
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2010
2010
Non-parametric linear regression of discrete Fourier transform convoluted chromatographic peak responses under non-ideal conditions of internal standard method.
This manuscript discusses the application of chemometrics to the handling of HPLC response data using the internal standard… (More)
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2008
2008
Robust Nonparametric Estimation via Wavelet Median Regression
In this paper we develop a nonparametric regression method that is simultaneously adaptive over a wide range of function classes… (More)
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2008
2008
Nonparametric Surface Regression for Strain Estimation
Ultrasonic strain imaging usually involves applying some form of smoothing filter to estimate gradients (corresponding to strains… (More)
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Highly Cited
2005
Highly Cited
2005
A spatially adaptive nonparametric regression image deblurring
We propose a novel nonparametric regression method for deblurring noisy images. The method is based on the local polynomial… (More)
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2005
2005
Testing equality of two functions using BARS.
This article presents two methods of testing the hypothesis of equality of two functions H(0):f(1)(t)=f(2)(t) for all t, in a… (More)
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1999
1999
An Adaptive Expansion Method for Regression
This article describes a new non-parametric regression method that extends additive regression techniques to allow modeling of… (More)
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