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Epanechnikov kernel

Term · Oil and gas · MLC-T-OAG-001311

A specific type of kernel function used in non-parametric statistics, particularly for kernel density estimation. It is a symmetric, parabolic function that assigns weights to data points based on their proximity to a central point. This kernel is often chosen for its optimal mean squared error properties in density estimation.

Table 1. Record
IdentifierMLC-T-OAG-001311
FieldOil and gas
SubjectReservoir Characterization
Record as JSON 
{
  "id": "MLC-T-OAG-001311",
  "term": "Epanechnikov kernel",
  "field": "Oil and gas",
  "definition": "A specific type of kernel function used in non-parametric statistics, particularly for kernel density estimation. It is a symmetric, parabolic function that assigns weights to data points based on their proximity to a central point. This kernel is often chosen for its optimal mean squared error properties in density estimation.",
  "subject": "Reservoir Characterization",
  "url": "https://mlchart.com/terminology/oil-and-gas/epanechnikov-kernel/"
}

Record 1,411 of 4,469 in Oil and gas terminology (MLC-0103). Request the full dataset.