Remove scaled_inverse_chi2

docs/distributions.rst

@@ -74,9 +74,6 @@ Distributions
 .. automodule:: preliz.distributions.rice
    :members:
 
-.. automodule:: preliz.distributions.scaled_inverse_chi_squared
-   :members:
-
 .. automodule:: preliz.distributions.skewnormal
    :members:
 

docs/gallery_content.rst

@@ -282,18 +282,6 @@ Continuous Distributions
       +++
       Rice
 
-   .. grid-item-card::
-      :link: ./distributions/gallery/scaledinversechisquared.html
-      :text-align: center
-      :shadow: none
-      :class-card: example-gallery
-
-      .. image:: distributions/img/ScaledInverseChiSquared.png
-         :alt: ScaledInverseChiSquared
-
-      +++
-      Scaled-Inverse-Chi-Squared
-
    .. grid-item-card::
       :link: ./distributions/gallery/skewnormal.html
       :text-align: center

docs/gallery_tags.rst

@@ -33,7 +33,6 @@ These distributions are defined over a continuous range of values.
 - `Normal <./distributions/gallery/normal.html>`_
 - `Pareto <./distributions/gallery/pareto.html>`_
 - `Rice <./distributions/gallery/rice.html>`_
-- `Scaled Inverse Chi-Squared <./distributions/gallery/scaledinversechisquared.html>`_
 - `Skew-Normal <./distributions/gallery/skewnormal.html>`_
 - `Student's t <./distributions/gallery/students_t.html>`_
 - `Skew-Student's t <./distributions/gallery/skew_studentt.html>`_
@@ -107,7 +106,6 @@ Distributions with skewed (non‐symmetric) shapes include:
 - `Moyal <./distributions/gallery/moyal.html>`_
 - `Pareto <./distributions/gallery/pareto.html>`_
 - `Rice <./distributions/gallery/rice.html>`_
-- `Scaled Inverse Chi-Squared <./distributions/gallery/scaledinversechisquared.html>`_
 - `Skew-Normal <./distributions/gallery/skewnormal.html>`_
 - `Skew-Student's t <./distributions/gallery/skew_studentt.html>`_
 - `Weibull <./distributions/gallery/weibull.html>`_
@@ -188,7 +186,6 @@ Distributions supported on the non‐negative real numbers.
 - `Wald <./distributions/gallery/wald.html>`_
 - `Log-Logistic <./distributions/gallery/log_logistic.html>`_
 - `Logit-Normal <./distributions/gallery/logit_normal.html>`_
-- `Scaled Inverse Chi-Squared <./distributions/gallery/scaledinversechisquared.html>`_
 
 
 **Discrete:**
@@ -247,7 +244,6 @@ The following distributions are univariate (one-dimensional).
 - `Normal <./distributions/gallery/normal.html>`_
 - `Pareto <./distributions/gallery/pareto.html>`_
 - `Rice <./distributions/gallery/rice.html>`_
-- `Scaled Inverse Chi-Squared <./distributions/gallery/scaledinversechisquared.html>`_
 - `Skew-Normal <./distributions/gallery/skewnormal.html>`_
 - `Student's t <./distributions/gallery/students_t.html>`_
 - `Skew-Student's t <./distributions/gallery/skew_studentt.html>`_

docs/pronunciation.py

@@ -45,7 +45,6 @@
         ("BetaBinomial", "βήταsBinomial"),
         ("Gamma", "γάμμα"),
         ("chisquared", "χι-squared"),
-        ("ScaledInverseChiSquared", "scaled inverse χι-squared"),
     ],
     "fr": ["Cauchy", "Dirichlet", "Laplace", "Poisson", "ZeroInflatedPoisson"],
     "it": ["pareto"],

preliz/distributions/__init__.py

@@ -35,7 +35,6 @@
 from preliz.distributions.pareto import Pareto
 from preliz.distributions.poisson import Poisson
 from preliz.distributions.rice import Rice
-from preliz.distributions.scaled_inverse_chi_squared import ScaledInverseChiSquared
 from preliz.distributions.skew_studentt import SkewStudentT
 from preliz.distributions.skewnormal import SkewNormal
 from preliz.distributions.studentt import StudentT
@@ -74,7 +73,6 @@
     Normal,
     Pareto,
     Rice,
-    ScaledInverseChiSquared,
     SkewNormal,
     SkewStudentT,
     StudentT,

preliz/internal/distribution_helper.py

@@ -225,7 +225,6 @@ def inner_func(*args, size, rng, signature_to_function=signature_to_function):
     "Normal": {"mu": 0.0, "sigma": 1.0},
     "Pareto": {"alpha": 5, "m": 2.0},
     "Rice": {"nu": 2.0, "sigma": 1.0},
-    "ScaledInverseChiSquared": {"nu": 10, "tau2": 1.0},
     "SkewNormal": {"mu": 0.0, "sigma": 1, "alpha": 6.0},
     "SkewStudentT": {"mu": 0.0, "sigma": 1, "a": 2, "b": 2},
     "StudentT": {"nu": 7, "mu": 0.0, "sigma": 1},

preliz/tests/test_from_pymc.py

@@ -18,7 +18,6 @@ def test_from_pymc():
         if dist_name in [
             "BetaScaled",
             "LogLogistic",
-            "ScaledInverseChiSquared",
             "ChiSquared",
             "Truncated",
             "Censored",