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<meta name="author" content="Stephanie Zimmer, Rebecca J. Powell, and Isabella Velásquez" />


<meta name="date" content="2024-03-18" />
<meta name="date" content="2024-03-21" />

<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="apple-mobile-web-app-capable" content="yes" />
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<li class="chapter" data-level="14.7" data-path="c14-ambarom-vignette.html"><a href="c14-ambarom-vignette.html#exercises-4"><i class="fa fa-check"></i><b>14.7</b> Exercises</a></li>
</ul></li>
<li class="appendix"><span><b>Appendices</b></span></li>
<li class="chapter" data-level="A" data-path="anes-cb.html"><a href="anes-cb.html"><i class="fa fa-check"></i><b>A</b> ANES Derived Variable Codebook</a>
<ul>
<li class="chapter" data-level="A.1" data-path="anes-cb.html"><a href="anes-cb.html#admin"><i class="fa fa-check"></i><b>A.1</b> ADMIN</a></li>
<li class="chapter" data-level="A.2" data-path="anes-cb.html"><a href="anes-cb.html#weights"><i class="fa fa-check"></i><b>A.2</b> WEIGHTS</a></li>
<li class="chapter" data-level="A.3" data-path="anes-cb.html"><a href="anes-cb.html#pre-election-survey-questionnaire"><i class="fa fa-check"></i><b>A.3</b> PRE-ELECTION SURVEY QUESTIONNAIRE</a></li>
<li class="chapter" data-level="A.4" data-path="anes-cb.html"><a href="anes-cb.html#post-election-survey-questionnaire"><i class="fa fa-check"></i><b>A.4</b> POST-ELECTION SURVEY QUESTIONNAIRE</a></li>
</ul></li>
<li class="chapter" data-level="B" data-path="recs-cb.html"><a href="recs-cb.html"><i class="fa fa-check"></i><b>B</b> RECS Derived Variable Codebook</a>
<ul>
<li class="chapter" data-level="B.1" data-path="recs-cb.html"><a href="recs-cb.html#admin-1"><i class="fa fa-check"></i><b>B.1</b> ADMIN</a></li>
<li class="chapter" data-level="B.2" data-path="recs-cb.html"><a href="recs-cb.html#geography"><i class="fa fa-check"></i><b>B.2</b> GEOGRAPHY</a></li>
<li class="chapter" data-level="B.3" data-path="recs-cb.html"><a href="recs-cb.html#weather"><i class="fa fa-check"></i><b>B.3</b> WEATHER</a></li>
<li class="chapter" data-level="B.4" data-path="recs-cb.html"><a href="recs-cb.html#your-home"><i class="fa fa-check"></i><b>B.4</b> YOUR HOME</a></li>
<li class="chapter" data-level="B.5" data-path="recs-cb.html"><a href="recs-cb.html#space-heating"><i class="fa fa-check"></i><b>B.5</b> SPACE HEATING</a></li>
<li class="chapter" data-level="B.6" data-path="recs-cb.html"><a href="recs-cb.html#air-conditioning"><i class="fa fa-check"></i><b>B.6</b> AIR CONDITIONING</a></li>
<li class="chapter" data-level="B.7" data-path="recs-cb.html"><a href="recs-cb.html#thermostat"><i class="fa fa-check"></i><b>B.7</b> THERMOSTAT</a></li>
<li class="chapter" data-level="B.8" data-path="recs-cb.html"><a href="recs-cb.html#weights-1"><i class="fa fa-check"></i><b>B.8</b> WEIGHTS</a></li>
<li class="chapter" data-level="B.9" data-path="recs-cb.html"><a href="recs-cb.html#consumption-and-expenditure"><i class="fa fa-check"></i><b>B.9</b> CONSUMPTION AND EXPENDITURE</a></li>
</ul></li>
<li class="chapter" data-level="C" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html"><i class="fa fa-check"></i><b>C</b> Importing survey data into R</a>
<ul>
<li class="chapter" data-level="C.1" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#importing-delimiter-separated-files-into-r"><i class="fa fa-check"></i><b>C.1</b> Importing delimiter-separated files into R</a></li>
<li class="chapter" data-level="C.2" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#loading-excel-files-into-r"><i class="fa fa-check"></i><b>C.2</b> Loading Excel files into R</a></li>
<li class="chapter" data-level="C.3" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#importing-stata-sas-and-spss-files-into-r"><i class="fa fa-check"></i><b>C.3</b> Importing Stata, SAS, and SPSS files into R</a>
<ul>
<li class="chapter" data-level="C.3.1" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#syntax-9"><i class="fa fa-check"></i><b>C.3.1</b> Syntax</a></li>
<li class="chapter" data-level="C.3.2" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#working-with-labeled-data"><i class="fa fa-check"></i><b>C.3.2</b> Working with labeled data</a></li>
<li class="chapter" data-level="C.3.3" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#labeled-missing-data-values"><i class="fa fa-check"></i><b>C.3.3</b> Labeled missing data values</a></li>
</ul></li>
<li class="chapter" data-level="C.4" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#importing-data-from-apis-into-r"><i class="fa fa-check"></i><b>C.4</b> Importing data from APIs into R</a></li>
<li class="chapter" data-level="C.5" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#accessing-databases-in-r"><i class="fa fa-check"></i><b>C.5</b> Accessing databases in R</a></li>
<li class="chapter" data-level="C.6" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#importing-data-from-other-formats"><i class="fa fa-check"></i><b>C.6</b> Importing data from other formats</a></li>
<li class="chapter" data-level="A" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html"><i class="fa fa-check"></i><b>A</b> Importing survey data into R</a>
<ul>
<li class="chapter" data-level="A.1" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#importing-delimiter-separated-files-into-r"><i class="fa fa-check"></i><b>A.1</b> Importing delimiter-separated files into R</a></li>
<li class="chapter" data-level="A.2" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#loading-excel-files-into-r"><i class="fa fa-check"></i><b>A.2</b> Loading Excel files into R</a></li>
<li class="chapter" data-level="A.3" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#importing-stata-sas-and-spss-files-into-r"><i class="fa fa-check"></i><b>A.3</b> Importing Stata, SAS, and SPSS files into R</a>
<ul>
<li class="chapter" data-level="A.3.1" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#syntax-9"><i class="fa fa-check"></i><b>A.3.1</b> Syntax</a></li>
<li class="chapter" data-level="A.3.2" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#working-with-labeled-data"><i class="fa fa-check"></i><b>A.3.2</b> Working with labeled data</a></li>
<li class="chapter" data-level="A.3.3" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#labeled-missing-data-values"><i class="fa fa-check"></i><b>A.3.3</b> Labeled missing data values</a></li>
</ul></li>
<li class="chapter" data-level="A.4" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#importing-data-from-apis-into-r"><i class="fa fa-check"></i><b>A.4</b> Importing data from APIs into R</a></li>
<li class="chapter" data-level="A.5" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#accessing-databases-in-r"><i class="fa fa-check"></i><b>A.5</b> Accessing databases in R</a></li>
<li class="chapter" data-level="A.6" data-path="importing-survey-data-into-r.html"><a href="importing-survey-data-into-r.html#importing-data-from-other-formats"><i class="fa fa-check"></i><b>A.6</b> Importing data from other formats</a></li>
</ul></li>
<li class="chapter" data-level="B" data-path="anes-cb.html"><a href="anes-cb.html"><i class="fa fa-check"></i><b>B</b> ANES Derived Variable Codebook</a>
<ul>
<li class="chapter" data-level="B.1" data-path="anes-cb.html"><a href="anes-cb.html#admin"><i class="fa fa-check"></i><b>B.1</b> ADMIN</a></li>
<li class="chapter" data-level="B.2" data-path="anes-cb.html"><a href="anes-cb.html#weights"><i class="fa fa-check"></i><b>B.2</b> WEIGHTS</a></li>
<li class="chapter" data-level="B.3" data-path="anes-cb.html"><a href="anes-cb.html#pre-election-survey-questionnaire"><i class="fa fa-check"></i><b>B.3</b> PRE-ELECTION SURVEY QUESTIONNAIRE</a></li>
<li class="chapter" data-level="B.4" data-path="anes-cb.html"><a href="anes-cb.html#post-election-survey-questionnaire"><i class="fa fa-check"></i><b>B.4</b> POST-ELECTION SURVEY QUESTIONNAIRE</a></li>
</ul></li>
<li class="chapter" data-level="C" data-path="recs-cb.html"><a href="recs-cb.html"><i class="fa fa-check"></i><b>C</b> RECS Derived Variable Codebook</a>
<ul>
<li class="chapter" data-level="C.1" data-path="recs-cb.html"><a href="recs-cb.html#admin-1"><i class="fa fa-check"></i><b>C.1</b> ADMIN</a></li>
<li class="chapter" data-level="C.2" data-path="recs-cb.html"><a href="recs-cb.html#geography"><i class="fa fa-check"></i><b>C.2</b> GEOGRAPHY</a></li>
<li class="chapter" data-level="C.3" data-path="recs-cb.html"><a href="recs-cb.html#weather"><i class="fa fa-check"></i><b>C.3</b> WEATHER</a></li>
<li class="chapter" data-level="C.4" data-path="recs-cb.html"><a href="recs-cb.html#your-home"><i class="fa fa-check"></i><b>C.4</b> YOUR HOME</a></li>
<li class="chapter" data-level="C.5" data-path="recs-cb.html"><a href="recs-cb.html#space-heating"><i class="fa fa-check"></i><b>C.5</b> SPACE HEATING</a></li>
<li class="chapter" data-level="C.6" data-path="recs-cb.html"><a href="recs-cb.html#air-conditioning"><i class="fa fa-check"></i><b>C.6</b> AIR CONDITIONING</a></li>
<li class="chapter" data-level="C.7" data-path="recs-cb.html"><a href="recs-cb.html#thermostat"><i class="fa fa-check"></i><b>C.7</b> THERMOSTAT</a></li>
<li class="chapter" data-level="C.8" data-path="recs-cb.html"><a href="recs-cb.html#weights-1"><i class="fa fa-check"></i><b>C.8</b> WEIGHTS</a></li>
<li class="chapter" data-level="C.9" data-path="recs-cb.html"><a href="recs-cb.html#consumption-and-expenditure"><i class="fa fa-check"></i><b>C.9</b> CONSUMPTION AND EXPENDITURE</a></li>
</ul></li>
<li class="chapter" data-level="D" data-path="exercise-solutions.html"><a href="exercise-solutions.html"><i class="fa fa-check"></i><b>D</b> Exercise solutions</a>
<ul>
<li class="chapter" data-level="" data-path="exercise-solutions.html"><a href="exercise-solutions.html#descriptive-analysis"><i class="fa fa-check"></i>5 - Descriptive analysis</a></li>
<li class="chapter" data-level="" data-path="exercise-solutions.html"><a href="exercise-solutions.html#statistical-testing-1"><i class="fa fa-check"></i>6 - Statistical testing</a></li>
<li class="chapter" data-level="" data-path="exercise-solutions.html"><a href="exercise-solutions.html#modeling"><i class="fa fa-check"></i>7 - Modeling</a></li>
<li class="chapter" data-level="" data-path="exercise-solutions.html"><a href="exercise-solutions.html#specifying-sample-designs-and-replicate-weights-in-srvyr"><i class="fa fa-check"></i>10 - Specifying sample designs and replicate weights in {srvyr}</a></li>
<li class="chapter" data-level="" data-path="exercise-solutions.html"><a href="exercise-solutions.html#national-crime-victimization-survey-vignette"><i class="fa fa-check"></i>13 - National Crime Victimization Survey Vignette</a></li>
<li class="chapter" data-level="" data-path="exercise-solutions.html"><a href="exercise-solutions.html#americasbarometer-vignette"><i class="fa fa-check"></i>14 - AmericasBarometer Vignette</a></li>
</ul></li>
<li class="chapter" data-level="" data-path="references.html"><a href="references.html"><i class="fa fa-check"></i>References</a></li>
<li class="divider"></li>
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