#statistics #monte-carlo #stats #importance-sampling #mh #pit

lace_stats

Contains component model and hyperprior specifications

5 releases

0.1.5 Oct 16, 2023
0.1.4 Jul 26, 2023
0.1.2 Jun 8, 2023
0.1.1 Jun 5, 2023
0.1.0 Apr 21, 2023
Download history 86/week @ 2023-07-28 38/week @ 2023-08-04 22/week @ 2023-08-11 24/week @ 2023-08-18 44/week @ 2023-08-25 26/week @ 2023-09-01 103/week @ 2023-09-08 30/week @ 2023-09-15 24/week @ 2023-09-22 36/week @ 2023-09-29 74/week @ 2023-10-06 126/week @ 2023-10-13 53/week @ 2023-10-20 48/week @ 2023-10-27 52/week @ 2023-11-03 57/week @ 2023-11-10

216 downloads per month
Used in 5 crates

SSPL-1.0

225KB
6K SLoC

Lace stats

Contains component model and hyperprior specifications.

This crate contains:

  • New column types and the extra data structures required for using a component model in lace
  • Statistical utilities for MCMC
  • Statistical utilities for Monte Carlo integration
  • Statistical test like KS and Chi-Square

Dependencies

~12MB
~231K SLoC