diff --git a/lib/node_modules/@stdlib/ml/base/loss/float64/epsilon-insensitive-gradient/README.md b/lib/node_modules/@stdlib/ml/base/loss/float64/epsilon-insensitive-gradient/README.md
index f22b5f60fce5..d4ff955ba89f 100644
--- a/lib/node_modules/@stdlib/ml/base/loss/float64/epsilon-insensitive-gradient/README.md
+++ b/lib/node_modules/@stdlib/ml/base/loss/float64/epsilon-insensitive-gradient/README.md
@@ -29,14 +29,14 @@ The [epsilon insensitive loss gradient][epsilon-insensitive-loss-gradient] is de
```math
-\frac{\partial \ell}{\partial w} =
-\begin{cases}
--x & \text{if } y - p > \epsilon, \\
-x & \text{if } p - y > \epsilon, \\
-0 & \text{otherwise.}
-\end{cases}
+\frac{\partial \ell}{\partial w} =\begin{cases}-x & \text{if } y - p > \epsilon, \\x & \text{if } p - y > \epsilon, \\0 & \text{otherwise.}\end{cases}
```
+
+
diff --git a/lib/node_modules/@stdlib/ml/base/loss/float64/epsilon-insensitive-gradient/docs/img/equation_epsilon_insensitive_loss_gradient.svg b/lib/node_modules/@stdlib/ml/base/loss/float64/epsilon-insensitive-gradient/docs/img/equation_epsilon_insensitive_loss_gradient.svg
new file mode 100644
index 000000000000..75d13ba1caaa
--- /dev/null
+++ b/lib/node_modules/@stdlib/ml/base/loss/float64/epsilon-insensitive-gradient/docs/img/equation_epsilon_insensitive_loss_gradient.svg
@@ -0,0 +1,96 @@
+
+StartFraction partial-differential script l Over partial-differential w EndFraction equals StartLayout Enlarged left-brace 1st Row 1st Column negative x 2nd Column if y minus p greater-than epsilon comma 2nd Row 1st Column x 2nd Column if p minus y greater-than epsilon comma 3rd Row 1st Column 0 2nd Column otherwise period EndLayout
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
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 e8d8b182c9f7..db5d41d6923c 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
@@ -34,6 +34,11 @@ The [mean][mean] of an [anglit][anglit-distribution] random variable with locati
\mathbb{E}\left[ X \right] = \mu
```
+
+
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/mean/docs/img/equation_anglit_mean.svg b/lib/node_modules/@stdlib/stats/base/dists/anglit/mean/docs/img/equation_anglit_mean.svg
new file mode 100644
index 000000000000..01cbe489f072
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/mean/docs/img/equation_anglit_mean.svg
@@ -0,0 +1,21 @@
+
+double-struck upper E left-bracket upper X right-bracket equals mu
+
+
+
+
+
+
+
\ No newline at end of file
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 d16b07a46de3..7e64e897b8fd 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
@@ -34,6 +34,11 @@ The [median][median] for an [anglit][anglit-distribution] random variable with l
\mathop{\mathrm{Median}}\left( X \right) = \mu
```
+
+
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/median/docs/img/equation_anglit_median.svg b/lib/node_modules/@stdlib/stats/base/dists/anglit/median/docs/img/equation_anglit_median.svg
new file mode 100644
index 000000000000..cbbb8eb85462
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/median/docs/img/equation_anglit_median.svg
@@ -0,0 +1,31 @@
+
+upper M e d i a n left-parenthesis upper X right-parenthesis equals mu
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/mode/README.md b/lib/node_modules/@stdlib/stats/base/dists/anglit/mode/README.md
index a2d7fa5e8196..3e3409ebab65 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/anglit/mode/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/mode/README.md
@@ -34,6 +34,11 @@ The [mode][mode] for an [anglit][anglit-distribution] random variable with locat
\mathop{\mathrm{mode}}\left( X \right) = \mu
```
+
+
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/mode/docs/img/equation_anglit_mode.svg b/lib/node_modules/@stdlib/stats/base/dists/anglit/mode/docs/img/equation_anglit_mode.svg
new file mode 100644
index 000000000000..8dc20fd38339
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/mode/docs/img/equation_anglit_mode.svg
@@ -0,0 +1,27 @@
+
+m o d e left-parenthesis upper X right-parenthesis equals mu
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/stdev/README.md b/lib/node_modules/@stdlib/stats/base/dists/anglit/stdev/README.md
index a3f191fdb029..8249f5d6743a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/anglit/stdev/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/stdev/README.md
@@ -31,9 +31,14 @@ The [standard deviation][stdev] for an [anglit][anglit-distribution] random vari
```math
-\mathop{\mathrm{SD}}\left( X \right) = \sigma \sqrt{\left({\frac{\pi^{2}}{16}}-\frac{1}{2}\right)}
+\mathop{\mathrm{SD}}(X) = \sigma \sqrt{\left({\frac{\pi^{2}}{16}}-\frac{1}{2}\right)}
```
+
+
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/stdev/docs/img/equation_anglit_stdev.svg b/lib/node_modules/@stdlib/stats/base/dists/anglit/stdev/docs/img/equation_anglit_stdev.svg
new file mode 100644
index 000000000000..2fb1e731029a
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/stdev/docs/img/equation_anglit_stdev.svg
@@ -0,0 +1,58 @@
+
+upper S upper D left-parenthesis upper X right-parenthesis equals sigma StartRoot left-parenthesis StartFraction pi squared Over 16 EndFraction minus one half right-parenthesis EndRoot
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/variance/README.md b/lib/node_modules/@stdlib/stats/base/dists/anglit/variance/README.md
index 99abf13f1446..5a05454c2bc9 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/anglit/variance/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/variance/README.md
@@ -34,6 +34,11 @@ The [variance][variance] for an [anglit][anglit-distribution] random variable wi
\mathop{\mathrm{Var}}\left( X \right) = \sigma^{2}\left({\frac{\pi^{2}}{16}}-{\frac{1}{2}}\right)
```
+
+
diff --git a/lib/node_modules/@stdlib/stats/base/dists/anglit/variance/docs/img/equation_anglit_variance.svg b/lib/node_modules/@stdlib/stats/base/dists/anglit/variance/docs/img/equation_anglit_variance.svg
new file mode 100644
index 000000000000..7ee23258d8f4
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/anglit/variance/docs/img/equation_anglit_variance.svg
@@ -0,0 +1,60 @@
+
+normal upper V times normal a times normal r left-parenthesis upper X right-parenthesis equals sigma squared left-parenthesis StartFraction pi squared Over 16 EndFraction minus one half right-parenthesis
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/cosine/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/cosine/cdf/README.md
index 3cc0ffbcf1e5..9bef2ac1941c 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/cosine/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/cosine/cdf/README.md
@@ -33,7 +33,7 @@ F(x;\mu ,s)=\begin{cases} 0 & \text{ for } x < \mu - s \\ {\frac {1}{2}}\left[1\
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/cosine/cdf/docs/img/equation_cosine_cdf.svg b/lib/node_modules/@stdlib/stats/base/dists/cosine/cdf/docs/img/equation_cosine_cdf.svg
index 8b3fbd1ea558..56d92e77e474 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/cosine/cdf/docs/img/equation_cosine_cdf.svg
+++ b/lib/node_modules/@stdlib/stats/base/dists/cosine/cdf/docs/img/equation_cosine_cdf.svg
@@ -1,5 +1,5 @@
-upper F left-parenthesis x semicolon mu comma s right-parenthesis equals StartLayout Enlarged left-brace 1st Row 1st Column 0 2nd Column for x less-than mu minus s 2nd Row 1st Column one-half left-bracket 1 plus StartFraction x minus mu Over s EndFraction plus StartFraction 1 Over pi EndFraction sine left-parenthesis StartFraction x minus mu Over s EndFraction pi right-parenthesis right-bracket 2nd Column for mu minus s less-than-or-equal-to x less-than-or-equal-to mu plus s 3rd Row 1st Column 1 2nd Column for x greater-than mu plus s EndLayout
+upper F left-parenthesis x semicolon mu comma s right-parenthesis equals StartLayout Enlarged left-brace 1st Row 1st Column 0 2nd Column for x less-than mu minus s 2nd Row 1st Column one half left-bracket 1 plus StartFraction x minus mu Over s EndFraction plus StartFraction 1 Over pi EndFraction sine left-parenthesis StartFraction x minus mu Over s EndFraction pi right-parenthesis right-bracket 2nd Column for mu minus s less-than-or-equal-to x less-than-or-equal-to mu plus s 3rd Row 1st Column 1 2nd Column for x greater-than mu plus s EndLayout
-upper F left-parenthesis x semicolon mu comma s right-parenthesis equals StartLayout Enlarged left-brace 1st Row 1st Column 0 2nd Column for x less-than mu minus s 2nd Row 1st Column one-half left-bracket 1 plus StartFraction x minus mu Over s EndFraction plus StartFraction 1 Over pi EndFraction sine left-parenthesis StartFraction x minus mu Over s EndFraction pi right-parenthesis right-bracket 2nd Column for mu minus s less-than-or-equal-to x less-than-or-equal-to mu plus s 3rd Row 1st Column 1 2nd Column for x greater-than mu plus s EndLayout
+upper F left-parenthesis x semicolon mu comma s right-parenthesis equals StartLayout Enlarged left-brace 1st Row 1st Column 0 2nd Column for x less-than mu minus s 2nd Row 1st Column one half left-bracket 1 plus StartFraction x minus mu Over s EndFraction plus StartFraction 1 Over pi EndFraction sine left-parenthesis StartFraction x minus mu Over s EndFraction pi right-parenthesis right-bracket 2nd Column for mu minus s less-than-or-equal-to x less-than-or-equal-to mu plus s 3rd Row 1st Column 1 2nd Column for x greater-than mu plus s EndLayout
-sigma equals s StartRoot left-parenthesis one-third minus StartFraction 2 Over pi squared EndFraction right-parenthesis EndRoot
+sigma equals s StartRoot left-parenthesis one third minus StartFraction 2 Over pi squared EndFraction right-parenthesis EndRoot
-upper V a r left-parenthesis upper X right-parenthesis equals s squared left-parenthesis one-third minus StartFraction 2 Over pi squared EndFraction right-parenthesis
+upper V a r left-parenthesis upper X right-parenthesis equals s squared left-parenthesis one third minus StartFraction 2 Over pi squared EndFraction right-parenthesis
-upper F left-parenthesis x semicolon mu comma b right-parenthesis equals one-half plus one-half s g n left-parenthesis x minus mu right-parenthesis left-parenthesis 1 minus exp left-parenthesis minus StartFraction StartAbsoluteValue x minus mu EndAbsoluteValue Over b EndFraction right-parenthesis right-parenthesis
+upper F left-parenthesis x semicolon mu comma b right-parenthesis equals one half plus one half s g n left-parenthesis x minus mu right-parenthesis left-parenthesis 1 minus exp left-parenthesis minus StartFraction StartAbsoluteValue x minus mu EndAbsoluteValue Over b EndFraction right-parenthesis right-parenthesis
-upper F left-parenthesis x semicolon mu comma b right-parenthesis equals one-half plus one-half s g n left-parenthesis x minus mu right-parenthesis left-parenthesis 1 minus exp left-parenthesis minus StartFraction StartAbsoluteValue x minus mu EndAbsoluteValue Over b EndFraction right-parenthesis right-parenthesis
+upper F left-parenthesis x semicolon mu comma b right-parenthesis equals one half plus one half s g n left-parenthesis x minus mu right-parenthesis left-parenthesis 1 minus exp left-parenthesis minus StartFraction StartAbsoluteValue x minus mu EndAbsoluteValue Over b EndFraction right-parenthesis right-parenthesis
+upper M e d i a n left-parenthesis upper X right-parenthesis equals mu plus StartFraction c Over 2 left-parenthesis e r f c i n v left-parenthesis 1 slash 2 right-parenthesis right-parenthesis squared EndFraction
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
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 9cf009b19a20..7303a8ebb604 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
@@ -35,7 +35,7 @@ The [mode][mode] for a [Lévy][levy-distribution] random variable with location
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/mode/docs/img/equation_levy_mode.svg b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/docs/img/equation_levy_mode.svg
new file mode 100644
index 000000000000..0525659618c3
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/mode/docs/img/equation_levy_mode.svg
@@ -0,0 +1,38 @@
+
+m o d e left-parenthesis upper X right-parenthesis equals mu plus StartFraction c Over 3 EndFraction
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/README.md
index e5ded8ae2b25..81b4c41419c1 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/pdf/README.md
@@ -33,7 +33,7 @@ f(x;\mu,c)=\begin{cases} \sqrt{\frac{c}{2\pi}}~~\frac{e^{ -\frac{c}{2(x-\mu)}}}
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/README.md b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/README.md
index bc6da73e30a3..818ff9be61b5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/quantile/README.md
@@ -33,7 +33,7 @@ Q(p;\mu,c)= \mu + \frac{c}{2 \cdot \mathop{\mathrm{erfcinv}}(p)^2}
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/README.md b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/README.md
index 67a8ee1f6ef8..7197ee104d59 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/stdev/README.md
@@ -35,7 +35,7 @@ The [standard deviation][standard-deviation] for a [Lévy][levy-distribution] ra
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/README.md b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/README.md
index c653483a98dd..fac3a0c11e54 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/levy/variance/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/levy/variance/README.md
@@ -35,7 +35,7 @@ The [variance][variance] for a [Lévy][levy-distribution] random variable with l
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/cdf/README.md
index 7629b5123c97..e1f7637924da 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/cdf/README.md
@@ -33,7 +33,7 @@ F(x; \mu, s) = \frac{1}{1+e^{-\frac{x-\mu}{s}}}
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/entropy/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/entropy/README.md
index d2b6779c5c86..69a5a78d3d70 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/entropy/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/entropy/README.md
@@ -35,7 +35,7 @@ h\left( X \right) = \ln( s ) + 2s
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/kurtosis/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/kurtosis/README.md
index d23fcd6e0784..a4656f986cb0 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/kurtosis/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/kurtosis/README.md
@@ -35,7 +35,7 @@ The [excess kurtosis][kurtosis] for a [logistic][logistic-distribution] random v
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/logcdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/logcdf/README.md
index 9e9fa89a2e0d..c5b49e67af35 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/logcdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/logcdf/README.md
@@ -33,7 +33,7 @@ F(x; \mu, s) = \frac{1}{1+e^{-\frac{x-\mu}{s}}}
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/logpdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/logpdf/README.md
index b4c6371fdfe4..fe78234dc5dc 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/logpdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/logpdf/README.md
@@ -33,7 +33,7 @@ f(x; \mu,s) = \frac{e^{-\frac{x-\mu}{s}}} {s\left(1+e^{-\frac{x-\mu}{s}}\right)^
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/mean/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/mean/README.md
index 8e5330f0baf6..ee4472a4e5be 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/mean/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/mean/README.md
@@ -35,7 +35,7 @@ The [expected value][mean] for a [logistic][logistic-distribution] random variab
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/median/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/median/README.md
index d5658c28c8e9..253f69b8d8f5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/median/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/median/README.md
@@ -35,7 +35,7 @@ The [median][median] for a [logistic][logistic-distribution] random variable wit
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/mgf/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/mgf/README.md
index 08608f403e84..a4df3561859f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/mgf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/mgf/README.md
@@ -35,7 +35,7 @@ M_X(t) := \mathbb{E}\!\left[e^{tX}\right] = e^{\mu t}\mathop{\mathrm{B}}(1-st, 1
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/mode/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/mode/README.md
index de89121a1835..f2184e2bfdee 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/mode/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/mode/README.md
@@ -35,7 +35,7 @@ The [mode][mode] for a [logistic][logistic-distribution] random variable with lo
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/pdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/pdf/README.md
index 2ac7acf77772..c88e78c851b8 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/pdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/pdf/README.md
@@ -33,7 +33,7 @@ f(x; \mu,s) = \frac{e^{-\frac{x-\mu}{s}}} {s\left(1+e^{-\frac{x-\mu}{s}}\right)^
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/quantile/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/quantile/README.md
index 10505c1ddc33..66771503117a 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/quantile/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/quantile/README.md
@@ -33,7 +33,7 @@ Q(p;\mu,s)= \mu + s \ln \left( \frac{p}{1-p} \right )
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/skewness/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/skewness/README.md
index 200de30b608d..cc013c5dfa74 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/skewness/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/skewness/README.md
@@ -35,7 +35,7 @@ The [skewness][skewness] for a [logistic][logistic-distribution] random variable
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/README.md
index ce380c7bba30..85a4604535fa 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/stdev/README.md
@@ -35,7 +35,7 @@ The [standard deviation][standard-deviation] for a [logistic][logistic-distribut
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/logistic/variance/README.md b/lib/node_modules/@stdlib/stats/base/dists/logistic/variance/README.md
index 6d38688fb757..1308a45e9956 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/logistic/variance/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/logistic/variance/README.md
@@ -35,7 +35,7 @@ The [variance][variance] for a [logistic][logistic-distribution] random variable
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/lognormal/cdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/lognormal/cdf/README.md
index a757ee25c891..35517c31187f 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/lognormal/cdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/lognormal/cdf/README.md
@@ -33,7 +33,7 @@ F(x;\mu,\sigma)=\frac12 + \frac12\,\mathop{\mathrm{erf}}\left[\frac{\ln x-\mu}{\
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/lognormal/cdf/docs/img/equation_cdf.svg b/lib/node_modules/@stdlib/stats/base/dists/lognormal/cdf/docs/img/equation_cdf.svg
index 8f30b0e30834..664150373577 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/lognormal/cdf/docs/img/equation_cdf.svg
+++ b/lib/node_modules/@stdlib/stats/base/dists/lognormal/cdf/docs/img/equation_cdf.svg
@@ -1,5 +1,5 @@
-upper F left-parenthesis x semicolon mu comma sigma right-parenthesis equals one-half plus one-half e r f left-bracket StartFraction ln x minus mu Over StartRoot 2 EndRoot sigma EndFraction right-bracket
+upper F left-parenthesis x semicolon mu comma sigma right-parenthesis equals one half plus one half e r f left-bracket StartFraction ln x minus mu Over StartRoot 2 EndRoot sigma EndFraction right-bracket
-h left-parenthesis upper X right-parenthesis equals ln left-parenthesis sigma e Superscript mu plus one-half Baseline StartRoot 2 pi EndRoot right-parenthesis
+h left-parenthesis upper X right-parenthesis equals ln left-parenthesis sigma e Superscript mu plus one half Baseline StartRoot 2 pi EndRoot right-parenthesis
-h left-parenthesis upper X right-parenthesis equals one-half ln left-parenthesis 2 pi e sigma squared right-parenthesis
+h left-parenthesis upper X right-parenthesis equals one half ln left-parenthesis 2 pi e sigma squared right-parenthesis
-upper M Subscript upper X Baseline left-parenthesis t right-parenthesis colon equals double-struck upper E left-bracket e Superscript t upper X Baseline right-bracket equals exp left-brace mu t plus one-half sigma squared t squared right-brace
+upper M Subscript upper X Baseline left-parenthesis t right-parenthesis colon equals double-struck upper E left-bracket e Superscript t upper X Baseline right-bracket equals exp left-brace mu t plus one half sigma squared t squared right-brace
+normal upper K times normal u times normal r times normal t left-parenthesis upper X right-parenthesis equals StartFraction 15 mu Over lamda EndFraction
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/wald/mean/README.md b/lib/node_modules/@stdlib/stats/base/dists/wald/mean/README.md
index 6c050c78a893..55b82ea422f4 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/wald/mean/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/wald/mean/README.md
@@ -35,7 +35,7 @@ The [expected value][mean] for a [Wald][wald-distribution] random variable with
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/wald/mean/docs/img/equation_wald_expectation.svg b/lib/node_modules/@stdlib/stats/base/dists/wald/mean/docs/img/equation_wald_expectation.svg
new file mode 100644
index 000000000000..01cbe489f072
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/wald/mean/docs/img/equation_wald_expectation.svg
@@ -0,0 +1,21 @@
+
+double-struck upper E left-bracket upper X right-bracket equals mu
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/wald/mode/README.md b/lib/node_modules/@stdlib/stats/base/dists/wald/mode/README.md
index 7164a19ff106..b2f17529e1ae 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/wald/mode/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/wald/mode/README.md
@@ -35,6 +35,8 @@ The [mode][mode] for a [Wald][wald-distribution] random variable with mean `μ`
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/wald/mode/docs/img/equation_wald_mode.svg b/lib/node_modules/@stdlib/stats/base/dists/wald/mode/docs/img/equation_wald_mode.svg
new file mode 100644
index 000000000000..5630e3f7d435
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/wald/mode/docs/img/equation_wald_mode.svg
@@ -0,0 +1,66 @@
+
+m o d e left-parenthesis upper X right-parenthesis equals mu dot StartFraction StartRoot 4 lamda squared plus 9 mu squared EndRoot minus 3 mu Over 2 lamda EndFraction
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/wald/pdf/README.md b/lib/node_modules/@stdlib/stats/base/dists/wald/pdf/README.md
index 8073b27b7be7..3e2a42127efd 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/wald/pdf/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/wald/pdf/README.md
@@ -33,7 +33,7 @@ f(x;\mu,\lambda) = \sqrt{\frac{\lambda}{2\pi x^3}}\, e^{-\frac{\lambda(x-\mu)^2}
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/wald/pdf/docs/img/equation_wald_pdf.svg b/lib/node_modules/@stdlib/stats/base/dists/wald/pdf/docs/img/equation_wald_pdf.svg
new file mode 100644
index 000000000000..7ab008f436b1
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/wald/pdf/docs/img/equation_wald_pdf.svg
@@ -0,0 +1,79 @@
+
+f left-parenthesis x semicolon mu comma lamda right-parenthesis equals StartRoot StartFraction lamda Over 2 pi x cubed EndFraction EndRoot e Superscript minus StartFraction lamda left-parenthesis x minus mu right-parenthesis squared Over 2 mu squared x EndFraction
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/wald/skewness/README.md b/lib/node_modules/@stdlib/stats/base/dists/wald/skewness/README.md
index 0e7fc9dade40..9dcdfae93aca 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/wald/skewness/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/wald/skewness/README.md
@@ -35,6 +35,8 @@ The [skewness][skewness] for a [Wald][wald-distribution] random variable with me
```
diff --git a/lib/node_modules/@stdlib/stats/base/dists/wald/skewness/docs/img/equation_wald_skewness.svg b/lib/node_modules/@stdlib/stats/base/dists/wald/skewness/docs/img/equation_wald_skewness.svg
new file mode 100644
index 000000000000..c1227f034801
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/wald/skewness/docs/img/equation_wald_skewness.svg
@@ -0,0 +1,41 @@
+
+s k e w left-parenthesis upper X right-parenthesis equals 3 StartRoot StartFraction mu Over lamda EndFraction EndRoot
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/base/dists/wald/variance/README.md b/lib/node_modules/@stdlib/stats/base/dists/wald/variance/README.md
index 6c4790c3c63c..fb27705fb1e5 100644
--- a/lib/node_modules/@stdlib/stats/base/dists/wald/variance/README.md
+++ b/lib/node_modules/@stdlib/stats/base/dists/wald/variance/README.md
@@ -31,9 +31,14 @@ The [variance][variance] for a [Wald][wald-distribution] random variable with me
```math
-\operatorname{Var}\left[ X \right] = \frac{\mu^{3}}{\lambda}
+\mathop{\mathrm{Var}}\left[ X \right] = \frac{\mu^{3}}{\lambda}
```
+
+
diff --git a/lib/node_modules/@stdlib/stats/base/dists/wald/variance/docs/img/equation_wald_variance.svg b/lib/node_modules/@stdlib/stats/base/dists/wald/variance/docs/img/equation_wald_variance.svg
new file mode 100644
index 000000000000..be7ed08560bd
--- /dev/null
+++ b/lib/node_modules/@stdlib/stats/base/dists/wald/variance/docs/img/equation_wald_variance.svg
@@ -0,0 +1,36 @@
+
+upper V a r left-bracket upper X right-bracket equals StartFraction mu cubed Over lamda EndFraction
+
+
+
+
+
+
+
+
+
+
+
+
+
\ No newline at end of file
diff --git a/lib/node_modules/@stdlib/stats/incr/mgmean/README.md b/lib/node_modules/@stdlib/stats/incr/mgmean/README.md
index c9030d02f01e..697ac2454894 100644
--- a/lib/node_modules/@stdlib/stats/incr/mgmean/README.md
+++ b/lib/node_modules/@stdlib/stats/incr/mgmean/README.md
@@ -33,7 +33,7 @@ The [geometric mean][geometric-mean] is defined as the nth root of a product of
```
diff --git a/lib/node_modules/@stdlib/stats/incr/mhmean/README.md b/lib/node_modules/@stdlib/stats/incr/mhmean/README.md
index 64007c097306..3ab3cdacab1d 100644
--- a/lib/node_modules/@stdlib/stats/incr/mhmean/README.md
+++ b/lib/node_modules/@stdlib/stats/incr/mhmean/README.md
@@ -26,14 +26,14 @@ limitations under the License.
The [harmonic mean][harmonic-mean] of positive real numbers `x_0, x_1, ..., x_{n-1}` is defined as
-
+
```math
-\begin{align}H &= \frac{n}{\frac{1}{x_0} + \frac{1}{x_1} + \cdots + \frac{1}{x_{n-1}}} \\ &= \frac{n}{\displaystyle\sum_{i=0}^{n-1} \frac{1}{x_i}} \\ &= \biggl( \frac{\displaystyle\sum_{i=0}^{n-1} \frac{1}{x_i}}{n} \biggr)^{-1}\end{align}
+\begin{align}H &= \frac{n}{\frac{1}{x_0} + \frac{1}{x_1} + \cdots + \frac{1}{x_{n-1}}} \\ &= \frac{n}{\sum_{i=0}^{n-1} \frac{1}{x_i}} \\ &= \biggl( \frac{\sum_{i=0}^{n-1} \frac{1}{x_i}}{n} \biggr)^{-1}\end{align}
```
-
diff --git a/lib/node_modules/@stdlib/stats/incr/nanmhmean/README.md b/lib/node_modules/@stdlib/stats/incr/nanmhmean/README.md
index 13da6596c548..db2e7243bd23 100644
--- a/lib/node_modules/@stdlib/stats/incr/nanmhmean/README.md
+++ b/lib/node_modules/@stdlib/stats/incr/nanmhmean/README.md
@@ -26,14 +26,14 @@ limitations under the License.
The [harmonic mean][harmonic-mean] of positive real numbers `x_0, x_1, ..., x_{n-1}` is defined as
-
+
```math
-\begin{align}H &= \frac{n}{\frac{1}{x_0} + \frac{1}{x_1} + \cdots + \frac{1}{x_{n-1}}} \\ &= \frac{n}{\displaystyle\sum_{i=0}^{n-1} \frac{1}{x_i}} \\ &= \biggl( \frac{\displaystyle\sum_{i=0}^{n-1} \frac{1}{x_i}}{n} \biggr)^{-1}\end{align}
+\begin{align}H &= \frac{n}{\frac{1}{x_0} + \frac{1}{x_1} + \cdots + \frac{1}{x_{n-1}}} \\ &= \frac{n}{\sum_{i=0}^{n-1} \frac{1}{x_i}} \\ &= \biggl( \frac{\sum_{i=0}^{n-1} \frac{1}{x_i}}{n} \biggr)^{-1}\end{align}
```
-