Description Details Author(s) References

Implementation of multiple approaches to perform inference in high-dimensional models.

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Lukas Meier, Ruben Dezeure, Nicolai Meinshausen, Martin M<c3><a4>chler, Peter B<c3><bc>hlmann, Maintainer: Lukas Meier <[email protected]>

Dezeure, R., B<c3><bc>hlmann, P., Meier, L. and Meinshausen, N. (2015)
High-dimensional inference: confidence intervals, p-values and
R-software hdi.
*Statistical Science* **30**, 533–558.

Meinshausen, N., Meier, L. and B<c3><bc>hlmann, P. (2009)
P-values for high-dimensional regression.
*Journal of the American Statistical Association* **104**, 1671–1681.

Meinshausen, N. (2015)
Group-bound: confidence intervals for groups of variables in sparse
high-dimensional regression without assumptions on the design.
*Journal of the Royal Statistical Society: Series B*,
**77**(5), 923–945.

Meinshausen, N. and B<c3><bc>hlmann, P. (2010)
Stability selection (with discussion).
*Journal of the Royal Statistical Society: Series B* **72**, 417–473.

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