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Model-free curve estimation details the Fourier series approach to density estimation and explores how model-free technology can be expanded to deal with other statistical curves, such as survival and regression functions. It also describes the implementation of some curves for exploratory data analysis, including a specialized curve for detecting and analyzing hidden subpopulations in data and a family of curves useful for finding the best transformation and model to use in a statistical analysis.

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Editions

1 edition
  • Hardcover · English · 1993
    Chapman & Hall · 300 pages · 9780412042515
Curve fittingEstimation theoryMathematical statisticsFourier seriesReal analysisRegression analysisEstimation, théorie de l'Courbes empiriques