Kernel Regression - Priestley-Chao Estimator (P-C KR)

Kernel Regression - Priestley-Chao Estimator (P-C KR)

Priestley-Chao Estimator - Formula

  • 𝑦ˆ(𝑥) = ℎ-1 · 𝛴2≤𝑖≤𝑛 [𝑘(𝑥𝑖-𝑥𝑖-1)·𝑘((𝑥-𝑥𝑖)/ℎ)·𝑦𝑖]

where:

  • 𝑘() - kernel
  • ℎ - bandwidth (or smoothing parameter)