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r / packages / r-seqicp

Contains an implementation of invariant causal prediction for sequential data. The main function in the package is 'seqICP', which performs linear sequential invariant causal prediction and has guaranteed type I error control. For non-linear dependencies the package also contains a non-linear method 'seqICPnl', which allows to input any regression procedure and performs tests based on a permutation approach that is only approximately correct. In order to test whether an individual set S is invariant the package contains the subroutines 'seqICP.s' and 'seqICPnl.s' corresponding to the respective main methods.

Type Size Name Uploaded Downloads Labels
conda 114.3 kB | noarch/r-seqicp-1.1-r43h142f84f_0.tar.bz2  1 year and 2 months ago 22 main
conda 114.0 kB | noarch/r-seqicp-1.1-r42h142f84f_0.tar.bz2  2 years and 9 months ago 52 main
conda 114.3 kB | noarch/r-seqicp-1.1-r36h6115d3f_0.tar.bz2  5 years and 22 days ago 127 main

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