Isolines (quantiles) of bivariate normal distribution

版本 1.0.0 (1.8 KB) 作者: Martin Magris
Calculates the elliptic isolines corresponding to quantiles of bivariate normal distribution
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更新时间 2020/6/6

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The function returns the symbolic equation of the ellipses corresponding to the isolines of a given quantile, or the isoline and its corresponding quantile passing through a given point.
Despite common contour plots where the isoline connects points of the same density, here the isoline connects points corresponding to quantiles of the same level.

The code is based on the fact that the q-level isoline satisfies:
(X-M)'inv(S)(X-M) = -2*log(q)
with X being the bivariate normal data, S its covariance matrix, and M its mean vector.

引用格式

Martin Magris (2024). Isolines (quantiles) of bivariate normal distribution (https://www.mathworks.com/matlabcentral/fileexchange/76676-isolines-quantiles-of-bivariate-normal-distribution), MATLAB Central File Exchange. 检索来源 .

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1.0.0