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Chapter 7 Stochastic ill-posed problems

Chapter 7 Stochastic ill-posed problems. Stochastic ill-posed problems. Regularization method for solving stochastic ill-posed problems. Conditions for consistency of the methods of density estimation.

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Chapter 7 Stochastic ill-posed problems

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  1. Chapter 7Stochastic ill-posed problems

  2. Stochastic ill-posed problems

  3. Regularization method for solving stochastic ill-posed problems

  4. Conditions for consistency of the methods of density estimation

  5. Nonparametric estimators of density: estimators based on approximations of the distribution function by an empirical distribution function

  6. Nonclassical estimators

  7. Asymptotic rate of convergence for smooth density functions

  8. Choosing a value of smoothing (regularization) parameter for the problem of density estimation

  9. Estimation of the ratio of two densities

  10. Estimation of the ratio of two densities on the line

  11. Estimation of a conditional probability on a line

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