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Minimal tools for approximating the least fractional difference order that transforms a time series into a stationary one, as suggested by de Prado (2018).

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Least Fractional Differentiation Order

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LeastFracDiff provides some minimal tools for finding an approximation to the least fractional difference order that transforms a time series into an stationary series, as suggested by de Prado (2018).

Usage

devtools::install_github("luisdamiano/LeastFracDiff", build_vignettes = TRUE)
vignette("ExampleSPY", package = "LeastFracDiff")

See vignette online here.

References

de Prado, M. L. (2018). Advances in financial machine learning. John Wiley & Sons.

About

Minimal tools for approximating the least fractional difference order that transforms a time series into a stationary one, as suggested by de Prado (2018).

Resources

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7 stars

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0 watching

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