Parameters for simulations.

<p>Parameters for simulations.</p

The number of false positives as a function of the number of experiments.

<p>These numbers are averaged over all 1000 simulations for each method. Blue corresponds to MINE-like, red to MINE, green to MINE with random orthonormal basis, and purple to MINE with random rotation. The final two overlap almost exactly which is why the green line is not visible.</p

The effects of varying the noise level on the power to detect 7 out 10 of the truly nonzero regression coefficients and the false positive rate for the MINE with random rotation.

<p>The effects of varying the noise level on the power to detect 7 out 10 of the truly nonzero regression coefficients and the false positive rate for the MINE with random rotation.</p

Posterior means of the first 20 regression coefficients as a function of the number of experiments for: (A) the MINE-like method; (B) MINE method; (C) MINE method with random orthonormal basis; (D) MINE method with random rotation.

<p>Each panel is averaged over all 1000 simulations with 10 zero (in blue) and 10 nonzero (in red). The first ten (red) are truly nonzero.</p

Cycle of MINE discovery – Simplified Computing Life Paradigm.

<p>Cycle of MINE discovery – Simplified Computing Life Paradigm.</p