2013RePEc: Research Papers in EconomicsRequires access

Matlab code for bivariate Gaussian kernel regression with restrictions

Richard S.J. Tol

Open publisher page 0 citations

Abstract

bivkernrest is a Matlab function that returns the marginal kernel densities of the two input data series, the bivariate kernel density, the conditional kernel densities, and the conditional expectations. The kernel is Gaussian; bandwidth Silverman. Unlike standard kernel regression, restrictions can be added to the otherwise free functional form.

About this research paper

What this paper is about

bivkernrest is a Matlab function that returns the marginal kernel densities of the two input data series, the bivariate kernel density, the conditional kernel densities, and the conditional expectations. The kernel is Gaussian; bandwidth Silverman. Unlike standard kernel regression, restrictions can be added to the otherwise free functional form.

Why it matters

A significance statement is not available in the OpenAlex record.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

bivkernrest is a Matlab function that returns the marginal kernel densities of the two input data series, the bivariate kernel density, the conditional kernel densities, and the conditional expectations. The kernel is Gaussian; bandwidth Silverman. Unlike standard kernel regression, restrictions can be added to the otherwise free functional form.

Key concepts: Kernel regression, Variable kernel density estimation, Kernel embedding of distributions, Kernel (algebra), Bivariate analysis, Mathematics, Gaussian function, Kernel smoother

Related papers

Back to paper searchBrowse research topicsOriginal source
Matlab code for bivariate Gaussian kernel regression with restrictions — Research Paper | ScholarLens