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author | Raymond Hettinger <rhettinger@users.noreply.github.com> | 2019-07-21 16:32:00 -0700 |
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committer | GitHub <noreply@github.com> | 2019-07-21 16:32:00 -0700 |
commit | b530a4460b7a6ea96f1fa81a7c5bb529ead574ef (patch) | |
tree | a4c47b5564ed6f47ea8c7edfbb41038ae895d475 | |
parent | 4214f1ec3b3c73badd639229eff81eb5e57b82ec (diff) | |
download | cpython-git-b530a4460b7a6ea96f1fa81a7c5bb529ead574ef.tar.gz |
Add examples to elucidate the formulas (GH-14898)
-rw-r--r-- | Doc/library/statistics.rst | 16 |
1 files changed, 10 insertions, 6 deletions
diff --git a/Doc/library/statistics.rst b/Doc/library/statistics.rst index bc841fda72..a906a591e6 100644 --- a/Doc/library/statistics.rst +++ b/Doc/library/statistics.rst @@ -527,14 +527,18 @@ However, for reading convenience, most of the examples show sorted sequences. The default *method* is "exclusive" and is used for data sampled from a population that can have more extreme values than found in the samples. The portion of the population falling below the *i-th* of - *m* data points is computed as ``i / (m + 1)``. + *m* sorted data points is computed as ``i / (m + 1)``. Given nine + sample values, the method sorts them and assigns the following + percentiles: 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%. Setting the *method* to "inclusive" is used for describing population - data or for samples that include the extreme points. The minimum - value in *dist* is treated as the 0th percentile and the maximum - value is treated as the 100th percentile. The portion of the - population falling below the *i-th* of *m* data points is computed as - ``(i - 1) / (m - 1)``. + data or for samples that are known to include the most extreme values + from the population. The minimum value in *dist* is treated as the 0th + percentile and the maximum value is treated as the 100th percentile. + The portion of the population falling below the *i-th* of *m* sorted + data points is computed as ``(i - 1) / (m - 1)``. Given 11 sample + values, the method sorts them and assigns the following percentiles: + 0%, 10%, 20%, 30%, 40%, 50%, 60%, 70%, 80%, 90%, 100%. If *dist* is an instance of a class that defines an :meth:`~inv_cdf` method, setting *method* has no effect. |