From e6b3c2fa96e5311b3ad6e7e06079c05d9eb4a099 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 5 Jul 2026 13:17:48 +0000
Subject: [PATCH 1/3] docs: fix `logEachMap` format specifier in distribution
 examples

Propagates fix from 4e243797 ("docs: fix string interpolation and update
comments") to sibling distribution packages where the `logEachMap` format
string uses the C-style `%lf` specifier instead of the required `%0.4f`.
---
 lib/node_modules/@stdlib/stats/base/dists/anglit/mean/README.md | 2 +-
 .../@stdlib/stats/base/dists/anglit/mean/examples/index.js      | 2 +-
 .../@stdlib/stats/base/dists/anglit/median/README.md            | 2 +-
 .../@stdlib/stats/base/dists/anglit/median/examples/index.js    | 2 +-
 .../@stdlib/stats/base/dists/anglit/quantile/README.md          | 2 +-
 .../@stdlib/stats/base/dists/anglit/quantile/examples/index.js  | 2 +-
 .../@stdlib/stats/base/dists/halfnormal/mean/README.md          | 2 +-
 .../@stdlib/stats/base/dists/halfnormal/mean/examples/index.js  | 2 +-
 8 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/mean/README.md b/lib/node_modules/@stdlib/stats/base/dists/anglit/mean/README.md
index d41e7ead215d..d30e62805e9f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/anglit/mean/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/mean/README.md
@@ -116,7 +116,7 @@ var opts = {
 var mu = uniform( 10, -5.0, 5.0, opts );
 var sigma = uniform( 10, 0.1, 20.0, opts );
 
-logEachMap( 'µ: %lf, σ: %lf, E(X;µ,σ): %lf', mu, sigma, mean );
+logEachMap( 'µ: %0.4f, σ: %0.4f, E(X;µ,σ): %0.4f', mu, sigma, mean );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/mean/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/anglit/mean/examples/index.js
index c534f37bd4f3..5ea938798622 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/anglit/mean/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/mean/examples/index.js
@@ -28,4 +28,4 @@ var opts = {
 var mu = uniform( 10, -5.0, 5.0, opts );
 var sigma = uniform( 10, 0.1, 20.0, opts );
 
-logEachMap( 'µ: %lf, σ: %lf, E(X;µ,σ): %lf', mu, sigma, mean );
+logEachMap( 'µ: %0.4f, σ: %0.4f, E(X;µ,σ): %0.4f', mu, sigma, mean );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/median/README.md b/lib/node_modules/@stdlib/stats/base/dists/anglit/median/README.md
index acf107f90d17..4a8de3ec1d81 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/anglit/median/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/median/README.md
@@ -116,7 +116,7 @@ var opts = {
 var mu = uniform( 10, -5.0, 5.0, opts );
 var sigma = uniform( 10, 0.1, 20.0, opts );
 
-logEachMap( 'µ: %lf, σ: %lf, Median(X;µ,σ): %lf', mu, sigma, median );
+logEachMap( 'µ: %0.4f, σ: %0.4f, Median(X;µ,σ): %0.4f', mu, sigma, median );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/median/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/anglit/median/examples/index.js
index 9cb7f310d1e7..97f84e8270c5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/anglit/median/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/median/examples/index.js
@@ -28,4 +28,4 @@ var opts = {
 var mu = uniform( 10, -5.0, 5.0, opts );
 var sigma = uniform( 10, 0.1, 20.0, opts );
 
-logEachMap( 'µ: %lf, σ: %lf, Median(X;µ,σ): %lf', mu, sigma, median );
+logEachMap( 'µ: %0.4f, σ: %0.4f, Median(X;µ,σ): %0.4f', mu, sigma, median );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/quantile/README.md b/lib/node_modules/@stdlib/stats/base/dists/anglit/quantile/README.md
index f7603d790eb2..ad01dc63915a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/anglit/quantile/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/quantile/README.md
@@ -129,7 +129,7 @@ var p = uniform( 10, 0.0, 1.0, opts );
 var mu = uniform( 10, -5.0, 5.0, opts );
 var sigma = uniform( 10, 0.0, 5.0, opts );
 
-logEachMap( 'p: %lf, µ: %lf, σ: %lf, Q(p;µ,σ): %lf', p, mu, sigma, quantile );
+logEachMap( 'p: %0.4f, µ: %0.4f, σ: %0.4f, Q(p;µ,σ): %0.4f', p, mu, sigma, quantile );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/quantile/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/anglit/quantile/examples/index.js
index c3d32769dada..be907fc484b5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/anglit/quantile/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/quantile/examples/index.js
@@ -29,4 +29,4 @@ var p = uniform( 10, 0.0, 1.0, opts );
 var mu = uniform( 10, -5.0, 5.0, opts );
 var sigma = uniform( 10, 0.0, 5.0, opts );
 
-logEachMap( 'p: %lf, µ: %lf, σ: %lf, Q(p;µ,σ): %lf', p, mu, sigma, quantile );
+logEachMap( 'p: %0.4f, µ: %0.4f, σ: %0.4f, Q(p;µ,σ): %0.4f', p, mu, sigma, quantile );
diff --git a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/mean/README.md b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/mean/README.md
index 7aefae2bf506..4d5b6a3bb59b 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/mean/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/mean/README.md
@@ -117,7 +117,7 @@ var opts = {
 };
 var sigma = uniform( 10, 0.1, 20.0, opts );
 
-logEachMap( 'σ: %lf, E(X;σ): %lf', sigma, mean );
+logEachMap( 'σ: %0.4f, E(X;σ): %0.4f', sigma, mean );
 ```
 
 </section>
diff --git a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/mean/examples/index.js b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/mean/examples/index.js
index 3d6bc95f791c..b0f0d4aaf2e7 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/halfnormal/mean/examples/index.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/halfnormal/mean/examples/index.js
@@ -29,4 +29,4 @@ var opts = {
 // Generate positive scale parameters:
 var sigma = uniform( 10, 0.1, 20.0, opts );
 
-logEachMap( 'σ: %lf, E(X;σ): %lf', sigma, mean );
+logEachMap( 'σ: %0.4f, E(X;σ): %0.4f', sigma, mean );

From c64c686cca12646a4398899275d84e09a7e6b77e Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 5 Jul 2026 13:17:53 +0000
Subject: [PATCH 2/3] chore: fix copy-pasted equation labels in
 `stats/base/dists/levy/*`

Propagates fix from 6e257ba3 ("chore: fix copy-paste mistakes") to
sibling packages whose README equation labels, `data-equation` values,
and SVG image paths still say `_expectation` from a mean-package
copy-paste. Also corrects alt text on the median README.
---
 .../@stdlib/stats/base/dists/levy/median/README.md          | 6 +++---
 .../@stdlib/stats/base/dists/levy/mode/README.md            | 6 +++---
 2 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/median/README.md b/lib/node_modules/@stdlib/stats/base/dists/levy/median/README.md
index 30db0dff773a..456e2b5a6d9e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/median/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/median/README.md
@@ -28,14 +28,14 @@ limitations under the License.
 
 The [median][median] for a [Lévy][levy-distribution] random variable with location `μ` and scale `c > 0` is
 
-<!-- <equation class="equation" label="eq:levy_expectation" align="center" raw="\operatorname{Median}\left( X \right) = \mu + \frac{c}{2(\operatorname{erfcinv}(1/2))^2}" alt="Mode for a Lévy distribution."> -->
+<!-- <equation class="equation" label="eq:levy_median" align="center" raw="\operatorname{Median}\left( X \right) = \mu + \frac{c}{2(\operatorname{erfcinv}(1/2))^2}" alt="Median for a Lévy distribution."> -->
 
 ```math
 \mathop{\mathrm{Median}}\left( X \right) = \mu + \frac{c}{2(\mathop{\mathrm{erfcinv}}(1/2))^2}
 ```
 
-<!-- <div class="equation" align="center" data-raw-text="\operatorname{Median}\left( X \right) = \mu + \frac{c}{2(\operatorname{erfcinv}(1/2))^2}" data-equation="eq:levy_expectation">
-    <img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@51534079fef45e990850102147e8945fb023d1d0/lib/node_modules/@stdlib/stats/base/dists/levy/median/docs/img/equation_levy_expectation.svg" alt="Mode for a Lévy distribution.">
+<!-- <div class="equation" align="center" data-raw-text="\operatorname{Median}\left( X \right) = \mu + \frac{c}{2(\operatorname{erfcinv}(1/2))^2}" data-equation="eq:levy_median">
+    <img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@51534079fef45e990850102147e8945fb023d1d0/lib/node_modules/@stdlib/stats/base/dists/levy/median/docs/img/equation_levy_median.svg" alt="Median for a Lévy distribution.">
     <br>
 </div> -->
 
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/README.md b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/README.md
index 8486c1448710..6169a041807e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/README.md
@@ -28,14 +28,14 @@ limitations under the License.
 
 The [mode][mode] for a [Lévy][levy-distribution] random variable with location `μ` and scale `c > 0` is
 
-<!-- <equation class="equation" label="eq:levy_expectation" align="center" raw="\operatorname{mode}\left( X \right) = \mu + \frac{c}{3}" alt="Mode for a Lévy distribution."> -->
+<!-- <equation class="equation" label="eq:levy_mode" align="center" raw="\operatorname{mode}\left( X \right) = \mu + \frac{c}{3}" alt="Mode for a Lévy distribution."> -->
 
 ```math
 \mathop{\mathrm{mode}}\left( X \right) = \mu + \frac{c}{3}
 ```
 
-<!-- <div class="equation" align="center" data-raw-text="\operatorname{mode}\left( X \right) = \mu + \frac{c}{3}" data-equation="eq:levy_expectation">
-    <img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@51534079fef45e990850102147e8945fb023d1d0/lib/node_modules/@stdlib/stats/base/dists/levy/mode/docs/img/equation_levy_expectation.svg" alt="Mode for a Lévy distribution.">
+<!-- <div class="equation" align="center" data-raw-text="\operatorname{mode}\left( X \right) = \mu + \frac{c}{3}" data-equation="eq:levy_mode">
+    <img src="https://cdn.jsdelivr.net/gh/stdlib-js/stdlib@51534079fef45e990850102147e8945fb023d1d0/lib/node_modules/@stdlib/stats/base/dists/levy/mode/docs/img/equation_levy_mode.svg" alt="Mode for a Lévy distribution.">
     <br>
 </div> -->
 

From 70f744097385caa0b161ff7e86a001c919388ffa Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Sun, 5 Jul 2026 13:18:04 +0000
Subject: [PATCH 3/3] docs: add missing `@private` tag to
 `stats/base/dists/*/lib/native.js`

Propagates fix from a1a8d327 ("chore: clean-up") and 7d1419f8 ("test:
fix tests and clean-up docs") to sibling distribution packages whose
`native.js` JSDoc block omits the `@private` tag that marks the wrapper
function as internal.
---
 .../@stdlib/stats/base/dists/bradford/entropy/lib/native.js      | 1 +
 .../@stdlib/stats/base/dists/cosine/quantile/lib/native.js       | 1 +
 .../@stdlib/stats/base/dists/gamma/pdf/lib/native.js             | 1 +
 .../@stdlib/stats/base/dists/logistic/cdf/lib/native.js          | 1 +
 .../@stdlib/stats/base/dists/poisson/pmf/lib/native.js           | 1 +
 .../@stdlib/stats/base/dists/signrank/pdf/lib/native.js          | 1 +
 6 files changed, 6 insertions(+)

diff --git a/lib/node_modules/@stdlib/stats/base/dists/bradford/entropy/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/bradford/entropy/lib/native.js
index ff75e5063f28..eab8dd7bfd7e 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/bradford/entropy/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/bradford/entropy/lib/native.js
@@ -28,6 +28,7 @@ var addon = require( './../src/addon.node' );
 /**
 * Returns the differential entropy of a Bradford distribution.
 *
+* @private
 * @param {PositiveNumber} c - shape parameter
 * @returns {number} differential entropy
 *
diff --git a/lib/node_modules/@stdlib/stats/base/dists/cosine/quantile/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/cosine/quantile/lib/native.js
index d16535ff4d2f..1df198b2c532 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/cosine/quantile/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/cosine/quantile/lib/native.js
@@ -28,6 +28,7 @@ var addon = require( './../src/addon.node' );
 /**
 * Evaluates the quantile function for a raised cosine distribution with location parameter `mu` and scale parameter `s` at a probability `p`.
 *
+* @private
 * @param {Probability} p - input value
 * @param {number} mu - location parameter
 * @param {NonNegativeNumber} s - scale parameter
diff --git a/lib/node_modules/@stdlib/stats/base/dists/gamma/pdf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/gamma/pdf/lib/native.js
index 06deaebf467a..71d024ddf01c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/gamma/pdf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/gamma/pdf/lib/native.js
@@ -28,6 +28,7 @@ var addon = require( './../src/addon.node' );
 /**
 * Evaluates the probability density function (PDF) for a gamma distribution with shape parameter `alpha` and rate parameter `beta` at a value `x`.
 *
+* @private
 * @param {number} x - input value
 * @param {NonNegativeNumber} alpha - shape parameter
 * @param {PositiveNumber} beta - rate parameter
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/cdf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/logistic/cdf/lib/native.js
index 3498c31e9260..143ab63ebc50 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/cdf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/cdf/lib/native.js
@@ -28,6 +28,7 @@ var addon = require( './../src/addon.node' );
 /**
 * Evaluates the cumulative distribution function (CDF) for a logistic distribution with location parameter `mu` and scale parameter `s` at a value `x`.
 *
+* @private
 * @param {number} x - input value
 * @param {number} mu - location parameter
 * @param {NonNegativeNumber} s - scale parameter
diff --git a/lib/node_modules/@stdlib/stats/base/dists/poisson/pmf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/poisson/pmf/lib/native.js
index 8b4117f1dd83..81410b271f08 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/poisson/pmf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/poisson/pmf/lib/native.js
@@ -28,6 +28,7 @@ var addon = require( './../src/addon.node' );
 /**
 * Evaluates the probability mass function (PMF) for a Poisson distribution with mean parameter `lambda` at a value `x`.
 *
+* @private
 * @param {number} x - input value
 * @param {NonNegativeNumber} lambda - mean parameter
 * @returns {Probability} evaluated PMF
diff --git a/lib/node_modules/@stdlib/stats/base/dists/signrank/pdf/lib/native.js b/lib/node_modules/@stdlib/stats/base/dists/signrank/pdf/lib/native.js
index fa8497fcb249..1f6343f8b286 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/signrank/pdf/lib/native.js
+++ b/lib/node_modules/@stdlib/stats/base/dists/signrank/pdf/lib/native.js
@@ -28,6 +28,7 @@ var addon = require( './../src/addon.node' );
 /**
 * Evaluates the probability density function (PDF) of the Wilcoxon signed rank test statistic with `n` observations.
 *
+* @private
 * @param {number} x - input value
 * @param {PositiveInteger} n - number of observations
 * @returns {Probability} evaluated PDF