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course/ch-notes.html
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@@ -205,7 +205,7 @@ eBookConfig.enable_chatcodes = false;
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<div class="toc-title-box"><a href="notes-01-27.html" class="internal"><span class="title">Thursday, Jan 27</span></a></div>
<div class="toc-title-box"><a href="notes-01-27.html" class="internal"><span class="title">Tuesday, Jan 27</span></a></div>
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<li><a href="notes-01-15.html" class="internal"><span class="title">Thursday, Jan 15</span></a></li>
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<li><a href="notes-01-27.html" class="internal"><span class="title">Tuesday, Jan 27</span></a></li>
</ul></nav><div class="autopermalink" data-description="Chapter: Class Notes"><a href="#ch-notes" title="Copy heading and permalink for Chapter: Class Notes" aria-label="Copy heading and permalink for Chapter: Class Notes">🔗</a></div></section></div>
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course/course-documents.html
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@@ -205,7 +205,7 @@ eBookConfig.enable_chatcodes = false;
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course/frontmatter.html
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@@ -205,7 +205,7 @@ eBookConfig.enable_chatcodes = false;
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course/index.html
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course/lunr-pretext-search-index.js
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"body": " Thursday, Jan 27 This is an outline of the topics we covered in class. These notes are not a substitute for your own note-taking. I highly recommend that you take your own notes during class. If you ever miss a class for any reason, reach out to another student in class to get a copy of their notes. Continuous Distributions Let with . Find . Then, we can calculate probabilities, e.g.: Note: a pdf outputs probability densities, not probabilities. To get probabilities, we must integrate. Let be a continuous random variable with values in . The cumulative distribution function (cdf) is: To calculate it: Let . Then: Then, we can calculate probabilities, e.g.: Given , we can find by calculating: Given , we can find by calculating: Suppose a machine needs repairs on average twice per month. Let be the time until repair. This is a Poisson process ( per month). is said to have the exponential distribution with parameter . We'll write . The exponential density function is: Let . Then: So, e.g.: The distributions Bin, Geom, Poiss, and Exp are conceptually linked. Relationship of common distributions Counting Events Time Until Discrete Time Bin Geom Continuous Time Poiss Exp Joint Distributions Let take values and take values . The joint distribution of and is the collection of all values for every combination. The separarte distributions for and are called marginal distributions . Suppose , with joint distribution below. Example Joint Distribution 0.1 0.15 0.05 0.2 0.2 0.3 We find the marginal distribution for by summing along the columns: We find the marginal distribution for by summing along the rows: Random variables are independent if: for every combination. In the previous example: so are not independent. Let indicate heads on the first and second flip, respectively, of a fair coin. Then: Joint Distribution for Indicator Random Variables 1\/4 1\/4 1\/4 1\/4 Then the marginal distributions are: Then, for any : So are independent. "
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course/notes-01-13.html
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@@ -205,7 +205,7 @@ eBookConfig.enable_chatcodes = false;
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course/notes-01-15.html
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@@ -205,7 +205,7 @@ eBookConfig.enable_chatcodes = false;
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course/notes-01-20.html
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course/notes-01-22.html
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@@ -205,7 +205,7 @@ eBookConfig.enable_chatcodes = false;
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course/notes-01-27.html
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<div class="para">So <span class="process-math">\(X, Y\)</span> are independent.</div>
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course/quiz-01-printable.html
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@@ -205,7 +205,7 @@ eBookConfig.enable_chatcodes = false;
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course/quiz-01.html
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<div class="toc-title-box"><a href="notes-01-27.html" class="internal"><span class="title">Thursday, Jan 27</span></a></div>
<div class="toc-title-box"><a href="notes-01-27.html" class="internal"><span class="title">Tuesday, Jan 27</span></a></div>
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course/quizzes.html
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<div class="toc-title-box"><a href="notes-01-27.html" class="internal"><span class="title">Tuesday, Jan 27</span></a></div>
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course/recitations.html
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