Published July 24, 2020 | Version 1.0.0

Supplementary data for Nested sampling cross-checks using order statistics

  • 1. Nanjing Normal University
  • 2. University of Cambridge

Description

This is the raw data for tables 1 and 2 in Nested sampling cross-checks using order statistics. The file names for the MultiNest results in table 1 are:

MN_{PROBLEM}_{number of dimensions}d_efr_{MultiNest efr parameter}.txt

The file names for the PolyChord results in table 2 are:

PC_{PROBLEM}_{number of dimensions}d_nr_{PolyChord number of repeats}.txt

where PROBLEM specifies one of four test functions described in Appendix C

  • gaussian = Gaussian
  • mixture = Gaussian-log-gamma mixture
  • rosenbrock = Rosenbrock function
  • shells = Gaussian shells

Each file contains 100 rows (corresponding to 100 runs) and 8 columns

  1. log evidence
  2. error log evidence
  3. KS statistic from test on all iterations
  4. number of iterations
  5. p-value from all iterations
  6. Greatest KS statistic from tests on chunks of iterations
  7. Iteration of start of chunk at which greatest KS statistic occurred
  8. Bonferroni corrected p-value from greatest KS statistic from tests on chunks of iterations

Files

MN_gaussian_10d_efr_0.1.txt

Files (1.3 MB)

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Additional details

Related works

Is supplement to
Journal article: arXiv:2006.03371 (arXiv)