ped samples
ipw_results &lt;- bootstraps(df, 1000, apparent = TRUE) %&gt;% 
* mutate(results = map(splits, fit_ipw))
```

---

&lt;span class = "num"&gt;3&lt;/span&gt; &lt;h3&gt; &amp;nbsp; &amp;nbsp; &amp;nbsp;  &amp;nbsp; Pull out the causal effect&lt;/h3&gt; 



```r
# get t-statistic-based CIs
*boot_estimate &lt;- int_t(ipw_results, results) %&gt;%
  filter(term == "exposure")
```

---

## Your Turn

<div class="countdown" id="timer_62dca23e" style="right:0;bottom:0;" data-warnwhen="0">
<code class="cou