s of degree :math:`n-1` having knots evenly spaced from :math:`1` to :math:`n` [4]_ [5]_. The Bates distribution, which represents the *mean* of statistically independent, uniformly distributed random variables, is simply the Irwin-Hall distribution scaled by :math:`1/n`. For example, the frozen distribution ``bates = irwinhall(10, scale=1/10)`` represents the distribution of the mean of 10 uniformly distributed random variables. %(after_notes)s References ---------- .. [1] P. Hall, "The distribution of means for samples of size N drawn from a population in which the variate takes values between 0 and 1, all such values being equally probable", Biometrika, Volume 19, Issue 3-4, December 1927, Pages 240-244, :doi:`10.1093/biomet/19.3-4.240`. .. [2] J. O. Irwin, "On the frequency distribution of the means of samples from a population having any law of frequency with finite moments, with special reference to Pearson's Type II, Biometrika, Volume 19, Issue 3-4, December 1927, Pages 225-239, :doi:`0.1093/biomet/19.3-4.225`. .. [3] K. Buchanan, T. Adeyemi, C. Flores-Molina, S. Wheeland and D. Overturf, "Sidelobe behavior and bandwidth characteristics of distributed antenna arrays," 2018 United States National Committee of URSI National Radio Science Meeting (USNC-URSI NRSM), Boulder, CO, USA, 2018, pp. 1-2. https://www.usnc-ursi-archive.org/nrsm/2018/papers/B15-9.pdf. .. [4] Amos Ron, "Lecture 1: Cardinal B-splines and convolution operators", p. 1 https://pages.cs.wisc.edu/~deboor/887/lec1new.pdf. .. [5] Trefethen, N. (2012, July). B-splines and convolution. Chebfun. Retrieved April 30, 2024, from http://www.chebfun.org/examples/approx/BSplineConv.html. %(example)s zÞ Raises a ``NotImplementedError`` for the Irwin-Hall distribution because the generic `fit` implementation is unreliable and no custom implementation is available. Consider using `scipy.stats.fit`. r