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Merged
OriolAbril merged 9 commits into from
Dec 27, 2023
Merged

Prepare release #2300

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08b429a
rerun quickstart and working with inferencedata nbs
OriolAbril Dec 21, 2023
597c307
doc fixes
OriolAbril Dec 21, 2023
faa26cf
add encoding arg for reading html_repr's css
OriolAbril Dec 21, 2023
7a36f15
improve psislw docstring
OriolAbril Dec 21, 2023
9a242b9
add docstring to smooth_data
OriolAbril Dec 21, 2023
5dd0216
remove show=True in tests
OriolAbril Dec 21, 2023
96aebb9
update changelog and bump version
OriolAbril Dec 21, 2023
12d86f4
make smooth data public api
OriolAbril Dec 22, 2023
2c4d10f
extend numpydoc type ignores
OriolAbril Dec 22, 2023
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improve psislw docstring
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@OriolAbril
OriolAbril committed Dec 22, 2023
commit 7a36f15a5cae6fecf0383943bfe1203496b5201b
13 changes: 7 additions & 6 deletions arviz/stats/stats.py
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Expand Up @@ -880,17 +880,18 @@ def psislw(log_weights, reff=1.0):

Parameters
----------
log_weights: array
log_weights : DataArray or (..., N) array-like
Array of size (n_observations, n_samples)
reff: float
reff : float, default 1
relative MCMC efficiency, ``ess / n``

Returns
-------
lw_out: array
Smoothed log weights
kss: array
Pareto tail indices
lw_out : DataArray or (..., N) ndarray
Smoothed, truncated and normalized log weights.
kss : DataArray or (...) ndarray
Estimates of the shape parameter *k* of the generalized Pareto
distribution.

References
----------
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