{"library":"arviz-stats","type":"library","category":null,"description":"arviz-stats is a Python package that provides statistical functions and diagnostics for the exploratory analysis of Bayesian models. It is a subpackage of the broader ArviZ library (along with arviz-base and arviz-plots) and focuses specifically on computational and numerical features like statistical summaries, diagnostics, and model comparison. The current version is 1.0.0, released on March 2, 2026. The ArviZ ecosystem, including arviz-stats, has a regular release cadence with several releases in the past year.","language":"python","status":"active","version":"1.0.0","tags":["bayesian","statistics","mcmc","diagnostics","data-analysis","xarray","probabilistic-programming"],"last_verified":"Sun May 24","install":[{"cmd":"pip install \"arviz-stats[xarray]\"","imports":["import arviz_stats as azs","import arviz_base as azb","import arviz as az"]},{"cmd":"pip install arviz-stats","imports":[]}],"homepage":"https://www.arviz.org","github":"https://github.com/arviz-devs/arviz-stats","docs":"https://arviz-stats.readthedocs.io","changelog":null,"pypi":"https://pypi.org/project/arviz-stats/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":75,"avg_install_s":10.1,"avg_import_s":4.72,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/arviz-stats/compatibility"}}