Skip to content
Merged
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
2 changes: 1 addition & 1 deletion _subfiles/_def-cond-expectation.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -677,7 +677,7 @@ $$
\\&= \sum_{y \in \rangef{Y}} \paren{a h_1(x, y) + b h_2(x, y)} \cd \P(Y = y \mid X = x)
&& \text{(definition of conditional expectation)} \\
&= a \sum_{y \in \rangef{Y}} h_1(x, y) \cd \P(Y = y \mid X = x) + b \sum_{y \in \rangef{Y}} h_2(x, y) \cd \P(Y = y \mid X = x)
&& \text{(split the sum; factor out the constants)} \\
&& \text{(distribute the sum over the terms; factor out the constants)} \\
&= a\E{h_1(X, Y) \mid X = x} + b\E{h_2(X, Y) \mid X = x}
&& \text{(definition of conditional expectation)}
\ea
Expand Down
2 changes: 1 addition & 1 deletion _subfiles/_exr-fubini-joint-disc-infinite.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -67,7 +67,7 @@ $$
\\&= \sum_{x=0}^{\infty} p^x \sb{x(1-p) + p}
&& \text{(multiply } (1-p)^2 \text{ into the parentheses)}
\\&= (1-p) \sum_{x=0}^{\infty} x\,p^x + p \sum_{x=0}^{\infty} p^x
&& \text{(split the sum; factor out the constants)}
&& \text{(distribute the sum over the terms; factor out the constants)}
\\&= (1-p) \cd \frac{p}{(1-p)^2} + p \cd \frac{1}{1-p}
&& \text{(geometric-series facts)}
\\&= \frac{p}{1-p} + \frac{p}{1-p}
Expand Down
2 changes: 1 addition & 1 deletion _subfiles/_exr-fubini-joint-mixed-infinite.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -46,7 +46,7 @@ $$
\\&= \frac{1-q}{2} \sum_{y=0}^{\infty} (y+1)\,q^y
&& \text{(cancel } y + 1 \text{; factor out } \tfrac{1-q}{2} \text{)}
\\&= \frac{1-q}{2} \paren{\sum_{y=0}^{\infty} y\,q^y + \sum_{y=0}^{\infty} q^y}
&& \text{(split the sum)}
&& \text{(distribute the sum over the terms)}
\\&= \frac{1-q}{2} \paren{\frac{q}{(1-q)^2} + \frac{1}{1-q}}
&& \text{(geometric-series facts)}
\\&= \frac{1-q}{2} \cd \frac{q + (1-q)}{(1-q)^2}
Expand Down
2 changes: 1 addition & 1 deletion _subfiles/_sol-linearity-use.qmd
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
::: {#sol-linearity-use}

Pull the constant $1/n$ out and split the sum, both by @thm-linearity-expectation:
Pull the constant $1/n$ out and distribute the sum over the terms, both by @thm-linearity-expectation:

$$
\begin{aligned}
Expand Down
2 changes: 1 addition & 1 deletion _subfiles/_thm-lotus.qmd
Original file line number Diff line number Diff line change
Expand Up @@ -130,7 +130,7 @@ $$
&= a\sum_{x \in \rangef{X}}\sum_{y \in \rangef{Y}} x \cd \P(X=x, Y=y)
+ b\sum_{x \in \rangef{X}}\sum_{y \in \rangef{Y}} y \cd \P(X=x, Y=y)
+ c\sum_{x \in \rangef{X}}\sum_{y \in \rangef{Y}} \P(X=x, Y=y)
&& \text{(split the sum; constants factor out)}\\
&& \text{(distribute the sum over the terms; constants factor out)}\\
&= a\sum_{x \in \rangef{X}}\sum_{y \in \rangef{Y}} x \cd \P(X=x, Y=y)
+ b\sum_{y \in \rangef{Y}}\sum_{x \in \rangef{X}} y \cd \P(X=x, Y=y)
+ c\sum_{x \in \rangef{X}}\sum_{y \in \rangef{Y}} \P(X=x, Y=y)
Expand Down
Loading