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trevorcampbell committed Nov 10, 2023
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10 changes: 5 additions & 5 deletions pull554/inference.html
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Expand Up @@ -947,7 +947,7 @@ <h3><span class="header-section-number">10.4.2</span> Sampling distributions for
## &lt;int&gt; &lt;dbl&gt;
## 1 1 155.80</code></pre>
<p>The average value of the sample of size 40
is $155.8. This
is $155.80. This
number is a point estimate for the mean of the full population.
Recall that the population mean was
$154.51. So our estimate was fairly close to
Expand Down Expand Up @@ -1179,7 +1179,7 @@ <h3><span class="header-section-number">10.5.2</span> Bootstrapping in R<a href=
Once again, suppose we are
interested in estimating the population mean price per night of all Airbnb
listings in Vancouver, Canada, using a single sample size of 40.
Recall our point estimate was $155.8. The
Recall our point estimate was $155.80. The
histogram of prices in the sample is displayed in Figure <a href="inference.html#fig:11-bootstrapping1">10.10</a>.</p>
<div class="sourceCode" id="cb473"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb473-1"><a href="inference.html#cb473-1" tabindex="-1"></a>one_sample</span></code></pre></div>
<pre><code>## # A tibble: 40 × 8
Expand Down Expand Up @@ -1209,7 +1209,7 @@ <h3><span class="header-section-number">10.5.2</span> Bootstrapping in R<a href=
</p>
</div>
<p>The histogram for the sample is skewed, with a few observations out to the right. The
mean of the sample is $155.8.
mean of the sample is $155.80.
Remember, in practice, we usually only have this one sample from the population. So
this sample and estimate are the only data we can work with.</p>
<p>We now perform steps 1–5 listed above to generate a single bootstrap
Expand Down Expand Up @@ -1447,9 +1447,9 @@ <h3><span class="header-section-number">10.5.3</span> Using the bootstrap to cal
<p>To finish our estimation of the population parameter, we would report the point
estimate and our confidence interval’s lower and upper bounds. Here the sample
mean price per night of 40 Airbnb listings was
$155.8, and we are 95% “confident” that the true
$155.80, and we are 95% “confident” that the true
population mean price per night for all Airbnb listings in Vancouver is between
$(119.28, 203.63).
$119.28 and $203.63.
Notice that our interval does indeed contain the true
population mean value, $154.51! However, in
practice, we would not know whether our interval captured the population
Expand Down
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