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Density Estimation

  • Density estimation is the process of representing data in a compact form using a density from a parametric family such as a Gaussian or beta distribution.
  • It involves determining an unknown function given only random samples or observations.
  • Density estimation is used to find the density of a population by examining a random sample of data from that population.