Merge pull request #60 from UBC-DSCI/ml_inference

Ch 11 - Inference

Author: trevorcampbell

01-reading.Rmd

@@ -165,7 +165,7 @@ Data frames in R need to have column names, thus if you read data into R as a da
 We can also use `read_csv()` or `read_delim()` (and related functions) to read in tabular data directly from a url that contains tabular data. In this case, we provide the url to `read_csv()` as the path to the file instead of a path to a local file on our computer. Similar to when we specify a path on our local computer, here we need to surround the url by quotes. All other arguments that we use are the same as when using these functions with a local file on our computer.
 
 ```{r}
-us_data <- read_csv("https://raw.githubusercontent.com/UBC-DSCI/introduction-to-datascience/master/state_property_vote.csv")
+us_data <- read_csv("https://raw.githubusercontent.com/UBC-DSCI/introduction-to-datascience/master/data/state_property_vote.csv")
 us_data
 ```
 

10-inference.Rmd

@@ -26,7 +26,7 @@
 <meta name="author" content="Melissa Lee" />
 
 
-<meta name="date" content="2020-09-03" />
+<meta name="date" content="2020-11-03" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1" />
   <meta name="apple-mobile-web-app-capable" content="yes" />
@@ -308,6 +308,22 @@
 <li class="chapter" data-level="10.5" data-path="clustering.html"><a href="clustering.html#k-means-in-r"><i class="fa fa-check"></i><b>10.5</b> K-means in R</a></li>
 <li class="chapter" data-level="10.6" data-path="clustering.html"><a href="clustering.html#additional-readings"><i class="fa fa-check"></i><b>10.6</b> Additional readings:</a></li>
 </ul></li>
+<li class="chapter" data-level="11" data-path="inference.html"><a href="inference.html"><i class="fa fa-check"></i><b>11</b> Introduction to Statistical Inference</a><ul>
+<li class="chapter" data-level="11.1" data-path="inference.html"><a href="inference.html#overview-9"><i class="fa fa-check"></i><b>11.1</b> Overview</a></li>
+<li class="chapter" data-level="11.2" data-path="inference.html"><a href="inference.html#chapter-learning-objectives-9"><i class="fa fa-check"></i><b>11.2</b> Chapter learning objectives</a></li>
+<li class="chapter" data-level="11.3" data-path="inference.html"><a href="inference.html#why-do-we-need-sampling"><i class="fa fa-check"></i><b>11.3</b> Why do we need sampling?</a></li>
+<li class="chapter" data-level="11.4" data-path="inference.html"><a href="inference.html#sampling-distributions"><i class="fa fa-check"></i><b>11.4</b> Sampling distributions</a><ul>
+<li class="chapter" data-level="11.4.1" data-path="inference.html"><a href="inference.html#sampling-distributions-for-proportions"><i class="fa fa-check"></i><b>11.4.1</b> Sampling distributions for proportions</a></li>
+<li class="chapter" data-level="11.4.2" data-path="inference.html"><a href="inference.html#sampling-distributions-for-means"><i class="fa fa-check"></i><b>11.4.2</b> Sampling distributions for means</a></li>
+<li class="chapter" data-level="11.4.3" data-path="inference.html"><a href="inference.html#summary-1"><i class="fa fa-check"></i><b>11.4.3</b> Summary</a></li>
+</ul></li>
+<li class="chapter" data-level="11.5" data-path="inference.html"><a href="inference.html#bootstrapping"><i class="fa fa-check"></i><b>11.5</b> Bootstrapping</a><ul>
+<li class="chapter" data-level="11.5.1" data-path="inference.html"><a href="inference.html#overview-10"><i class="fa fa-check"></i><b>11.5.1</b> Overview</a></li>
+<li class="chapter" data-level="11.5.2" data-path="inference.html"><a href="inference.html#bootstrapping-in-r"><i class="fa fa-check"></i><b>11.5.2</b> Bootstrapping in R</a></li>
+<li class="chapter" data-level="11.5.3" data-path="inference.html"><a href="inference.html#using-the-bootstrap-to-calculate-a-plausible-range"><i class="fa fa-check"></i><b>11.5.3</b> Using the bootstrap to calculate a plausible range</a></li>
+</ul></li>
+<li class="chapter" data-level="11.6" data-path="inference.html"><a href="inference.html#additional-readings-1"><i class="fa fa-check"></i><b>11.6</b> Additional readings</a></li>
+</ul></li>
 <li class="divider"></li>
 <li><a href="https://github.com/rstudio/bookdown" target="blank">Published with bookdown</a></li>