§ M/PhÄ ãó,—dZddlZddlmZdd„Zd„ZdS)zK Created on Mar 30, 2022 1:21:54 PM Author: Josef Perktold License: BSD-3 éN)Úassert_allcloseÚdiffcó<—|dkro||z }tj||dz dz||dz dzz¦«}tj||dz dz||dz dzz¦«}||z ||zf}n¦|dkro||z}tj||dz dz||dz dzz¦«}tj||dz dz||dz dzz¦«}||z ||zf}n1|dkr*||z} |dz|d|z dzz } |dz|d|z dzz } | tj| dz| |dz|d|z dzz zz ¦«z | z } | tj| dz| |dz|d|z dzz zz ¦«z| z } |\}}|\}}|d|z|z z} |d|z|z z} | tj| dz| |zd|z|z zz ¦«z | z }| tj| dz| |zd|z|z zz ¦«z| z }t| | f||fdd¬ ¦«||f}|S) uh References ---------- .. [#] Krishnamoorthy, K., Jie Peng, and Dan Zhang. 2016. “Modified Large Sample Confidence Intervals for Poisson Distributions: Ratio, Weighted Average, and Product of Means.†Communications in Statistics - Theory and Methods 45 (1): 83–97. https://doi.org/10.1080/03610926.2013.821486. .. [#] Li, Yanhong, John J. Koval, Allan Donner, and G. Y. Zou. 2010. “Interval Estimation for the Area under the Receiver Operating Characteristic Curve When Data Are Subject to Error.†Statistics in Medicine 29 (24): 2521–31. https://doi.org/10.1002/sim.4015. .. [#] Zou, G. Y., and A. Donner. 2008. “Construction of Confidence Limits about Effect Measures: A General Approach.†Statistics in Medicine 27 (10): 1693–1702. https://doi.org/10.1002/sim.3095. rrééÚsumÚratiogV瞯Òr,s]ððððÐÐÐØ)Ð)Ð)Ð)Ð)Ð)ð>ð>ð>ð>ðBððððr$