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Backfitting is an iterative algorithm used primarily in the context of fitting additive models, particularly generalized additive models (GAMs). An additive model assumes that the response variable can be expressed as a sum of smooth functions of predictor variables. The backfitting algorithm helps to estimate the smooth functions in such models.

Ancestors (6)

  1. Numerical linear algebra
  2. Linear algebra
  3. Algebra
  4. Fields of mathematics
  5. Mathematics
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