diff --git a/doc/pub/Statistics/html/._Statistics-bs015.html b/doc/pub/Statistics/html/._Statistics-bs015.html
index db2425a82..f6483ad2a 100644
--- a/doc/pub/Statistics/html/._Statistics-bs015.html
+++ b/doc/pub/Statistics/html/._Statistics-bs015.html
@@ -411,8 +411,8 @@ while \( P(x) \) is the cumulative probability.
| Domain | \( \left\{x_1, x_2, x_3, \dots, x_N\right\} \) | \( [a,b] \) |
| Probability | \( p(x_i) \) | \( p(x)dx \) |
| Cumulative | \( P_i=\sum_{l=1}^ip(x_l) \) | \( P(x)=\int_a^xp(t)dt \) |
-| Positivity | $ 0 \le p(x_i) \le 1$ | $ p(x) \ge 0$ |
-| Positivity | $ 0 \le P_i \le 1$ | $ 0 \le P(x) \le 1$ |
+| Positivity | \( 0 \le p(x_i) \le 1 \) | \( p(x) \ge 0 \) |
+| Positivity | \( 0 \le P_i \le 1 \) | \( 0 \le P(x) \le 1 \) |
| Monotonic | \( P_i \ge P_j \) if \( x_i \ge x_j \) | \( P(x_i) \ge P(x_j) \) if \( x_i \ge x_j \) |
| Normalization | \( P_N=1 \) | \( P(b)=1 \) |
diff --git a/doc/pub/Statistics/html/Statistics-reveal.html b/doc/pub/Statistics/html/Statistics-reveal.html
index c80275c6a..9faf2ca63 100644
--- a/doc/pub/Statistics/html/Statistics-reveal.html
+++ b/doc/pub/Statistics/html/Statistics-reveal.html
@@ -616,8 +616,8 @@ while \( P(x) \) is the cumulative probability.
| Domain | \( \left\{x_1, x_2, x_3, \dots, x_N\right\} \) | \( [a,b] \) |
| Probability | \( p(x_i) \) | \( p(x)dx \) |
| Cumulative | \( P_i=\sum_{l=1}^ip(x_l) \) | \( P(x)=\int_a^xp(t)dt \) |
-| Positivity | $ 0 \le p(x_i) \le 1$ | $ p(x) \ge 0$ |
-| Positivity | $ 0 \le P_i \le 1$ | $ 0 \le P(x) \le 1$ |
+| Positivity | \( 0 \le p(x_i) \le 1 \) | \( p(x) \ge 0 \) |
+| Positivity | \( 0 \le P_i \le 1 \) | \( 0 \le P(x) \le 1 \) |
| Monotonic | \( P_i \ge P_j \) if \( x_i \ge x_j \) | \( P(x_i) \ge P(x_j) \) if \( x_i \ge x_j \) |
| Normalization | \( P_N=1 \) | \( P(b)=1 \) |
diff --git a/doc/pub/Statistics/html/Statistics-solarized.html b/doc/pub/Statistics/html/Statistics-solarized.html
index 4a9e98699..2f6f54cc5 100644
--- a/doc/pub/Statistics/html/Statistics-solarized.html
+++ b/doc/pub/Statistics/html/Statistics-solarized.html
@@ -748,8 +748,8 @@ while \( P(x) \) is the cumulative probability.
| Domain | \( \left\{x_1, x_2, x_3, \dots, x_N\right\} \) | \( [a,b] \) |
| Probability | \( p(x_i) \) | \( p(x)dx \) |
| Cumulative | \( P_i=\sum_{l=1}^ip(x_l) \) | \( P(x)=\int_a^xp(t)dt \) |
-| Positivity | $ 0 \le p(x_i) \le 1$ | $ p(x) \ge 0$ |
-| Positivity | $ 0 \le P_i \le 1$ | $ 0 \le P(x) \le 1$ |
+| Positivity | \( 0 \le p(x_i) \le 1 \) | \( p(x) \ge 0 \) |
+| Positivity | \( 0 \le P_i \le 1 \) | \( 0 \le P(x) \le 1 \) |
| Monotonic | \( P_i \ge P_j \) if \( x_i \ge x_j \) | \( P(x_i) \ge P(x_j) \) if \( x_i \ge x_j \) |
| Normalization | \( P_N=1 \) | \( P(b)=1 \) |
diff --git a/doc/pub/Statistics/html/Statistics.html b/doc/pub/Statistics/html/Statistics.html
index 17bb69ebf..69ed6b58c 100644
--- a/doc/pub/Statistics/html/Statistics.html
+++ b/doc/pub/Statistics/html/Statistics.html
@@ -753,8 +753,8 @@ while \( P(x) \) is the cumulative probability.
| Domain | \( \left\{x_1, x_2, x_3, \dots, x_N\right\} \) | \( [a,b] \) |
| Probability | \( p(x_i) \) | \( p(x)dx \) |
| Cumulative | \( P_i=\sum_{l=1}^ip(x_l) \) | \( P(x)=\int_a^xp(t)dt \) |
-| Positivity | $ 0 \le p(x_i) \le 1$ | $ p(x) \ge 0$ |
-| Positivity | $ 0 \le P_i \le 1$ | $ 0 \le P(x) \le 1$ |
+| Positivity | \( 0 \le p(x_i) \le 1 \) | \( p(x) \ge 0 \) |
+| Positivity | \( 0 \le P_i \le 1 \) | \( 0 \le P(x) \le 1 \) |
| Monotonic | \( P_i \ge P_j \) if \( x_i \ge x_j \) | \( P(x_i) \ge P(x_j) \) if \( x_i \ge x_j \) |
| Normalization | \( P_N=1 \) | \( P(b)=1 \) |
diff --git a/doc/pub/Statistics/ipynb b/doc/pub/Statistics/ipynb
index fb68379bd..6a461cee4 100644
Binary files a/doc/pub/Statistics/ipynb and b/doc/pub/Statistics/ipynb differ
diff --git a/doc/pub/Statistics/pdf/Statistics-beamer-handouts2x3.pdf b/doc/pub/Statistics/pdf/Statistics-beamer-handouts2x3.pdf
index 6c17c007b..c12549efe 100644
Binary files a/doc/pub/Statistics/pdf/Statistics-beamer-handouts2x3.pdf and b/doc/pub/Statistics/pdf/Statistics-beamer-handouts2x3.pdf differ
diff --git a/doc/pub/Statistics/pdf/Statistics-beamer.pdf b/doc/pub/Statistics/pdf/Statistics-beamer.pdf
index 896e1f2ea..bd16717a3 100644
Binary files a/doc/pub/Statistics/pdf/Statistics-beamer.pdf and b/doc/pub/Statistics/pdf/Statistics-beamer.pdf differ
diff --git a/doc/pub/Statistics/pdf/Statistics-minted.pdf b/doc/pub/Statistics/pdf/Statistics-minted.pdf
index 346e7bb98..24344c9bd 100644
Binary files a/doc/pub/Statistics/pdf/Statistics-minted.pdf and b/doc/pub/Statistics/pdf/Statistics-minted.pdf differ
diff --git a/doc/src/Statistics/Statistics.do.txt b/doc/src/Statistics/Statistics.do.txt
index 1d4b9aa3e..bd9a121bc 100644
--- a/doc/src/Statistics/Statistics.do.txt
+++ b/doc/src/Statistics/Statistics.do.txt
@@ -332,8 +332,8 @@ while $P(x)$ is the cumulative probability.
| Domain | $\left\{x_1, x_2, x_3, \dots, x_N\right\}$ | $[a,b]$ |
| Probability | $p(x_i)$ | $p(x)dx$ |
| Cumulative | $P_i=\sum_{l=1}^ip(x_l)$ | $P(x)=\int_a^xp(t)dt$ |
-| Positivity | $ 0 \le p(x_i) \le 1$ | $ p(x) \ge 0$ |
-| Positivity | $ 0 \le P_i \le 1$ | $ 0 \le P(x) \le 1$ |
+| Positivity | $0 \le p(x_i) \le 1$ | $p(x) \ge 0$ |
+| Positivity | $0 \le P_i \le 1$ | $0 \le P(x) \le 1$ |
| Monotonic | $P_i \ge P_j$ if $x_i \ge x_j$ | $P(x_i) \ge P(x_j)$ if $x_i \ge x_j$ |
| Normalization | $P_N=1$ | $P(b)=1$ |
|--------------------------------------------------------------------------------------------------------------------------------------|