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Parametric Bootstrap

The parametric bootstrap is a resampling method that estimates standard errors and confidence intervals by drawing repeated samples from a parametric model that has been fitted to the data. Developed in the bootstrap literature of Efron and Tibshirani (1993) and Davison and Hinkley (1997), it replaces analytic derivations for non-normal distributions and complex statistics.

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Parametric Bootstrap Resampling

Taksonoomiline meetodikirje · regression-model / statistics

Efron, B. & Tibshirani, R. J. (1993). An Introduction to the Bootstrap. CRC Press. · ISBN 978-0412042317
Davison, A. C. & Hinkley, D. V. (1997). Bootstrap Methods and Their Application. Cambridge University Press. · ISBN 978-0521574716

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