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    <fireside:genDate>Sat, 18 Jul 2026 01:59:43 +0000</fireside:genDate>
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    <title>Increments - Episodes Tagged with “Probabiliity”</title>
    <link>https://www.incrementspodcast.com/tags/probabiliity</link>
    <pubDate>Fri, 17 Jul 2026 14:00:00 -0700</pubDate>
    <description>Vaden Masrani, a senior research scientist in machine learning, and Ben Chugg, a PhD student in statistics, get into trouble arguing about everything except machine learning and statistics. Coherence is somewhere on the horizon. Bribes, suggestions, love-mail and hate-mail all welcome at incrementspodcast@gmail.com.</description>
    <language>en-us</language>
    <itunes:type>episodic</itunes:type>
    <itunes:subtitle>Science, Philosophy, Epistemology, Mayhem</itunes:subtitle>
    <itunes:author>Ben Chugg and Vaden Masrani</itunes:author>
    <itunes:summary>Vaden Masrani, a senior research scientist in machine learning, and Ben Chugg, a PhD student in statistics, get into trouble arguing about everything except machine learning and statistics. Coherence is somewhere on the horizon. Bribes, suggestions, love-mail and hate-mail all welcome at incrementspodcast@gmail.com.</itunes:summary>
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    <itunes:explicit>no</itunes:explicit>
    <itunes:keywords>Philosophy,Science,Ethics,Progress,Knowledge,Computer Science,Conversation,Error-Correction</itunes:keywords>
    <itunes:owner>
      <itunes:name>Ben Chugg and Vaden Masrani</itunes:name>
      <itunes:email>incrementspodcast@gmail.com</itunes:email>
    </itunes:owner>
<itunes:category text="Society &amp; Culture">
  <itunes:category text="Philosophy"/>
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<itunes:category text="Science"/>
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  <title>#105 - The World of Bayesian Statistics (w/ Alex Andorra)</title>
  <link>https://www.incrementspodcast.com/105</link>
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  <pubDate>Fri, 17 Jul 2026 14:00:00 -0700</pubDate>
  <author>Ben Chugg and Vaden Masrani</author>
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  <itunes:episodeType>full</itunes:episodeType>
  <itunes:author>Ben Chugg and Vaden Masrani</itunes:author>
  <itunes:subtitle>The boys switch teams and act as the great defenders of Bayesianism. </itunes:subtitle>
  <itunes:duration>1:18:44</itunes:duration>
  <itunes:explicit>no</itunes:explicit>
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  <description>&lt;p&gt;We've spent a long time bashing Bayesian epistemology on the podcast. Unfortunately, this is sometimes taken to mean that we bash all things Bayesian. But our God-fearing listeners will be pleased to learn that we do not bash all things that the Reverend Thomas Bayes stood for. Bayesian statistics, when appropriately separated from epistemology, has many things to teach us. And instead of taking our word for it, we're bringing on an expert in this field: Alex Andorra, a research scientist at Meta and host of the Learning Bayesian Statistics podcast. The Gods Smile. &lt;/p&gt;

&lt;p&gt;Check out &lt;a href="https://alexandorra.github.io/" rel="nofollow noopener"&gt;Alex's website&lt;/a&gt; and the &lt;a href="https://learnbayesstats.com/" rel="nofollow noopener"&gt;Learning Bayesian statistics podcast&lt;/a&gt;. &lt;/p&gt;

We discuss

&lt;ul&gt;
&lt;li&gt;538 and election forecasting &lt;/li&gt;
&lt;li&gt;Sports analytics and why Messi is objectively the best &lt;/li&gt;
&lt;li&gt;What is Bayesian statistics? &lt;/li&gt;
&lt;li&gt;What is the difference between Bayesian and frequentist statistics? &lt;/li&gt;
&lt;li&gt;What is the allure of Bayesian statistics? &lt;/li&gt;
&lt;li&gt;Are priors best thought of as beliefs? &lt;/li&gt;
&lt;li&gt;How do critical rationalists make decisions? &lt;/li&gt;
&lt;/ul&gt;

References

&lt;ul&gt;
&lt;li&gt;Learning Bayesian Statistics: &lt;a href="https://learnbayesstats.com/" rel="nofollow noopener"&gt;https://learnbayesstats.com/&lt;/a&gt; &lt;/li&gt;
&lt;li&gt;Silver Bulletin: &lt;a href="https://www.natesilver.net/" rel="nofollow noopener"&gt;https://www.natesilver.net/&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;Vaden's blog post on decision making: &lt;a href="https://vmasrani.github.io/blog/2020/vaden_second_response/#what-other-options-to-decision-theory-are-there" rel="nofollow noopener"&gt;https://vmasrani.github.io/blog/2020/vaden_second_response/#what-other-options-to-decision-theory-are-there&lt;/a&gt; 
# Socials&lt;/li&gt;
&lt;li&gt;Follow us on Twitter at @alex_andorra, @IncrementsPod, @BennyChugg, @VadenMasrani&lt;/li&gt;
&lt;li&gt;Come join our discord server! DM us on twitter or send us an email to get a supersecret link&lt;/li&gt;
&lt;li&gt;Become a patreon subscriber&amp;nbsp;&lt;a href="https://www.patreon.com/Increments" rel="nofollow noopener"&gt;here&lt;/a&gt;. Or give us one-time cash donations to help cover our lack of cash donations&amp;nbsp;&lt;a href="https://ko-fi.com/increments" rel="nofollow noopener"&gt;here&lt;/a&gt;.&lt;/li&gt;
&lt;li&gt;Click dem like buttons on&amp;nbsp;&lt;a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" rel="nofollow noopener"&gt;youtube&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Send us an email because you have - no, because you &lt;em&gt;want&lt;/em&gt; to - over at &lt;a href="mailto:incrementspodcast@gmail.com" rel="nofollow noopener"&gt;incrementspodcast@gmail.com&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;Special Guest: Alex Andorra.&lt;/p&gt;
</description>
  <itunes:keywords>statistics, bayes, belief, probabiliity</itunes:keywords>
  <content:encoded>
    <![CDATA[<p>We've spent a long time bashing Bayesian epistemology on the podcast. Unfortunately, this is sometimes taken to mean that we bash all things Bayesian. But our God-fearing listeners will be pleased to learn that we do not bash all things that the Reverend Thomas Bayes stood for. Bayesian statistics, when appropriately separated from epistemology, has many things to teach us. And instead of taking our word for it, we're bringing on an expert in this field: Alex Andorra, a research scientist at Meta and host of the Learning Bayesian Statistics podcast. The Gods Smile. </p>

<p>Check out <a href="https://alexandorra.github.io/" rel="nofollow noopener">Alex's website</a> and the <a href="https://learnbayesstats.com/" rel="nofollow noopener">Learning Bayesian statistics podcast</a>. </p>

We discuss

<ul>
<li>538 and election forecasting </li>
<li>Sports analytics and why Messi is objectively the best </li>
<li>What is Bayesian statistics? </li>
<li>What is the difference between Bayesian and frequentist statistics? </li>
<li>What is the allure of Bayesian statistics? </li>
<li>Are priors best thought of as beliefs? </li>
<li>How do critical rationalists make decisions? </li>
</ul>

References

<ul>
<li>Learning Bayesian Statistics: <a href="https://learnbayesstats.com/" rel="nofollow noopener">https://learnbayesstats.com/</a> </li>
<li>Silver Bulletin: <a href="https://www.natesilver.net/" rel="nofollow noopener">https://www.natesilver.net/</a></li>
<li>Vaden's blog post on decision making: <a href="https://vmasrani.github.io/blog/2020/vaden_second_response/#what-other-options-to-decision-theory-are-there" rel="nofollow noopener">https://vmasrani.github.io/blog/2020/vaden_second_response/#what-other-options-to-decision-theory-are-there</a> 
# Socials</li>
<li>Follow us on Twitter at @alex_andorra, @IncrementsPod, @BennyChugg, @VadenMasrani</li>
<li>Come join our discord server! DM us on twitter or send us an email to get a supersecret link</li>
<li>Become a patreon subscriber&nbsp;<a href="https://www.patreon.com/Increments" rel="nofollow noopener">here</a>. Or give us one-time cash donations to help cover our lack of cash donations&nbsp;<a href="https://ko-fi.com/increments" rel="nofollow noopener">here</a>.</li>
<li>Click dem like buttons on&nbsp;<a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" rel="nofollow noopener">youtube</a></li>
</ul>

<p>Send us an email because you have - no, because you <em>want</em> to - over at <a href="mailto:incrementspodcast@gmail.com" rel="nofollow noopener">incrementspodcast@gmail.com</a>.</p><p>Special Guest: Alex Andorra.</p><p><a rel="payment" href="https://www.patreon.com/Increments">Support Increments</a></p>]]>
  </content:encoded>
  <itunes:summary>
    <![CDATA[<p>We've spent a long time bashing Bayesian epistemology on the podcast. Unfortunately, this is sometimes taken to mean that we bash all things Bayesian. But our God-fearing listeners will be pleased to learn that we do not bash all things that the Reverend Thomas Bayes stood for. Bayesian statistics, when appropriately separated from epistemology, has many things to teach us. And instead of taking our word for it, we're bringing on an expert in this field: Alex Andorra, a research scientist at Meta and host of the Learning Bayesian Statistics podcast. The Gods Smile. </p>

<p>Check out <a href="https://alexandorra.github.io/" rel="nofollow noopener">Alex's website</a> and the <a href="https://learnbayesstats.com/" rel="nofollow noopener">Learning Bayesian statistics podcast</a>. </p>

We discuss

<ul>
<li>538 and election forecasting </li>
<li>Sports analytics and why Messi is objectively the best </li>
<li>What is Bayesian statistics? </li>
<li>What is the difference between Bayesian and frequentist statistics? </li>
<li>What is the allure of Bayesian statistics? </li>
<li>Are priors best thought of as beliefs? </li>
<li>How do critical rationalists make decisions? </li>
</ul>

References

<ul>
<li>Learning Bayesian Statistics: <a href="https://learnbayesstats.com/" rel="nofollow noopener">https://learnbayesstats.com/</a> </li>
<li>Silver Bulletin: <a href="https://www.natesilver.net/" rel="nofollow noopener">https://www.natesilver.net/</a></li>
<li>Vaden's blog post on decision making: <a href="https://vmasrani.github.io/blog/2020/vaden_second_response/#what-other-options-to-decision-theory-are-there" rel="nofollow noopener">https://vmasrani.github.io/blog/2020/vaden_second_response/#what-other-options-to-decision-theory-are-there</a> 
# Socials</li>
<li>Follow us on Twitter at @alex_andorra, @IncrementsPod, @BennyChugg, @VadenMasrani</li>
<li>Come join our discord server! DM us on twitter or send us an email to get a supersecret link</li>
<li>Become a patreon subscriber&nbsp;<a href="https://www.patreon.com/Increments" rel="nofollow noopener">here</a>. Or give us one-time cash donations to help cover our lack of cash donations&nbsp;<a href="https://ko-fi.com/increments" rel="nofollow noopener">here</a>.</li>
<li>Click dem like buttons on&nbsp;<a href="https://www.youtube.com/channel/UC_4wZzQyoW4s4ZuE4FY9DQQ" rel="nofollow noopener">youtube</a></li>
</ul>

<p>Send us an email because you have - no, because you <em>want</em> to - over at <a href="mailto:incrementspodcast@gmail.com" rel="nofollow noopener">incrementspodcast@gmail.com</a>.</p><p>Special Guest: Alex Andorra.</p><p><a rel="payment" href="https://www.patreon.com/Increments">Support Increments</a></p>]]>
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