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andyeisenberg
2025-12-30 16:13:33 +00:00
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<!-- Whether to knowl a particular elements is set here --> <!-- Whether to knowl a particular elements is set here -->
<!-- Lots of elements have this possibility; see the guide --> <!-- Lots of elements have this possibility; see the guide -->
<!--<knowl <knowl
theorem="no" theorem="no"
proof="yes" proof="yes"
definition="no" definition="no"
example="yes" example="no"
example-solution="yes" example-solution="yes"
project="no" project="no"
task="no" task="no"
@@ -140,7 +140,7 @@
exercise-divisional="no" exercise-divisional="no"
exercise-worksheet="no" exercise-worksheet="no"
exercise-readingquestion="no" exercise-readingquestion="no"
/>--> />
<!-- Specify the theme for the html by giving names to --> <!-- Specify the theme for the html by giving names to -->
<!-- override defaults. Ex:<css theme="denver"/> --> <!-- override defaults. Ex:<css theme="denver"/> -->
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<section xml:id="sec-Set-Theory" xmlns:xi="http://www.w3.org/2001/XInclude"> <section xml:id="sec-Set-Theory" xmlns:xi="http://www.w3.org/2001/XInclude">
<title>Set Theory</title> <title>Set Theory</title>
<definition xml:id="def-sample-space">
<statement>
<p> <p>
Text of section. The <term>sample space</term>, often denoted <m>\Omega</m>, is the set of all possible results of an experiment.
A single result is called an <term>outcome</term>, while a collection of results is called an <term>event</term>.
</p> </p>
</statement>
</definition>
<example>
<statement>
<p>
An experiment consists of rolling a standard 6-sided die.
The sample space is <m>\Omega = \{1, 2, 3, 4, 5, 6\}</m>.
One possible event is <m>A = \{2, 4, 6\}</m>, i.e., the event that the result of the roll is even.
</p>
<p>
What would the sample space look like if we roll the die two times and recorded the results?
</p>
</statement>
<answer>
<p>
<md>
<mrow> \Omega = \{\amp (1, 1), (1, 2), (1, 3), (1, 4), (1, 5), (1, 6), </mrow>
<mrow> \amp (2, 1), (2, 2), (2, 3), (2, 4), (2, 5), (2, 6), </mrow>
<mrow> \amp (3, 1), (3, 2), (3, 3), (3, 4), (3, 5), (3, 6), </mrow>
<mrow> \amp (4, 1), (4, 2), (4, 3), (4, 4), (4, 5), (4, 6), </mrow>
<mrow> \amp (5, 1), (5, 2), (5, 3), (5, 4), (5, 5), (5, 6), </mrow>
<mrow> \amp (6, 1), (6, 2), (6, 3), (6, 4), (6, 5), (6, 6)\} </mrow>
</md>
</p>
</answer>
</example>
<definition xml:id="def-subset">
<statement>
<p>
Let <m>A</m> be a set.
The symbol <m>\in</m> means "is an element of", as in <m>a \in A</m>.
Given another set <m>B</m>, we say <m>A</m> is a <term>subset</term> of <m>B</m>, written <m>A\subset B</m>, to mean that every element of the set <m>A</m> is also an element of the set <m>B</m>.
</p>
</statement>
</definition>
<definition xml:id="def-set-operations">
<statement>
<p>
Consider sets <m>A</m> and <m>B</m>, each contained inside <m>\Omega</m>.
We can combine sets in a variety of ways:
</p>
<dl>
<li>
<title>Union</title>
<p>
The <term>union</term> of <m>A</m> and <m>B</m> is the set <m>A \cup B = \{x \mid x \in A \text{ or } x \in B\}</m>.
</p>
</li>
<li>
<title>Intersection</title>
<p>
The <term>intersection</term> of <m>A</m> and <m>B</m> is the set <m>A \cap B = \{x \mid x \in A \text{ and } x \in B\}</m>.
</p>
</li>
<li>
<title>Difference</title>
<p>
The <term>set difference</term> <m>A-B</m> is the set <m>A - B = \{x \mid x \in A \text{ and } x \notin B\}</m>.
</p>
</li>
<li>
<title>Complement</title>
<p>
The <term>complement</term> of <m>A</m> is the set <m>A^c = \{x \in \Omega \mid x \notin A\}</m>.
</p>
</li>
<li>
<title>Empty Set</title>
<p>
The <term>empty set</term>, usually written <m>\emptyset</m> or <m>\{\}</m>, is the set which contains no elements.
</p>
</li>
</dl>
</statement>
</definition>
<p>
It's useful sometimes to draw pictures representing sets...
</p>
<!-- TODO learn figures -->
<definition xml:id="def-disjoint">
<statement>
<p>
Two sets <m>A</m> and <m>B</m> are <term>disjoint</term> if <m>A \cap B = \emptyset</m>.
</p>
</statement>
</definition>
<definition xml:id="def-cardinality">
<statement>
<p>
Given a finite set <m>A</m>, the <term>cardinality</term> of <m>A</m>, written <m>|A|</m>, is the number of elements in <m>A</m>.
</p>
</statement>
</definition>
<exercises xml:id="exercises-Set-Theory"> <exercises xml:id="exercises-Set-Theory">
<exercise> <exercise>
@@ -104,10 +216,34 @@
<section xml:id="sec-Probability" xmlns:xi="http://www.w3.org/2001/XInclude"> <section xml:id="sec-Probability" xmlns:xi="http://www.w3.org/2001/XInclude">
<title>Definition of Probability</title> <title>Definition of Probability</title>
<definition xml:id="def-probability-distribution">
<statement>
<p> <p>
Text of section. A <term>probability distribution</term> on a sample space <m>\Omega</m> assigns probabilities to every event, satisfying the following conditions:
</p> </p>
<ol>
<li>
<p>
<m>\Pr(\Omega) = 1</m>.
</p>
</li>
<li>
<p>
<m>0 \leq \Pr(A) \leq 1</m> for any event <m>A</m>.
</p>
</li>
<li>
<p>
If <m>A \cap B = \emptyset</m>, then <m>\Pr(A\cup B) = \Pr(A) + \Pr(B)</m>.
</p>
</li>
</ol>
</statement>
</definition>
<exercises xml:id="exercises-Probability"> <exercises xml:id="exercises-Probability">
<exercise> <exercise>
<statement> <statement>
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@@ -7,21 +7,21 @@
<bibinfo> <bibinfo>
<author> <author>
<personname>You</personname> <personname>Andy Eisenberg</personname>
<department>Your department</department> <department>Mathematics Department</department>
<institution>Your institution</institution> <institution>Temple University</institution>
</author> </author>
<date> <date>
<today /> <today />
</date> </date>
<website> <!-- <website>
<url href="https://pretextbook.org">My Website</url> <url href="https://pretextbook.org">My Website</url>
</website> </website> -->
<copyright> <copyright>
<year>2020<ndash />2024</year> <year>2025</year>
<holder>You</holder> <holder>Andy Eisenberg</holder>
<shortlicense> This work is licensed under the Creative Commons Attribution-ShareAlike 4.0 International License. To view a copy of this license, visit <url href="http://creativecommons.org/licenses/by-sa/4.0/" visual="creativecommons.org/licenses/by-sa/4.0"> CreativeCommons.org</url> <shortlicense> This work is licensed under the Creative Commons Attribution-ShareAlike 4.0 International License. To view a copy of this license, visit <url href="http://creativecommons.org/licenses/by-sa/4.0/" visual="creativecommons.org/licenses/by-sa/4.0"> CreativeCommons.org</url>
</shortlicense> </shortlicense>
</copyright> </copyright>