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


<meta name="date" content="2024-04-29" />
<meta name="date" content="2024-04-30" />

<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="2.5" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-datacollection"><i class="fa fa-check"></i><b>2.5</b> Data collection</a></li>
<li class="chapter" data-level="2.6" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-post"><i class="fa fa-check"></i><b>2.6</b> Post-survey processing</a>
<ul>
<li class="chapter" data-level="2.6.1" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-post-cleaning"><i class="fa fa-check"></i><b>2.6.1</b> Data cleaning and imputation</a></li>
<li class="chapter" data-level="2.6.1" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#data-cleaning-and-imputation-overview-post-cleaning"><i class="fa fa-check"></i><b>2.6.1</b> Data cleaning and imputation {#overview-post-cleaning} </a></li>
<li class="chapter" data-level="2.6.2" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-post-weighting"><i class="fa fa-check"></i><b>2.6.2</b> Weighting</a></li>
<li class="chapter" data-level="2.6.3" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-post-disclosure"><i class="fa fa-check"></i><b>2.6.3</b> Disclosure</a></li>
<li class="chapter" data-level="2.6.4" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-post-documentation"><i class="fa fa-check"></i><b>2.6.4</b> Documentation</a></li>
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<li class="chapter" data-level="5.2.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#desc-count-syntax"><i class="fa fa-check"></i><b>5.2.1</b> Syntax</a></li>
<li class="chapter" data-level="5.2.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples"><i class="fa fa-check"></i><b>5.2.2</b> Examples</a></li>
</ul></li>
<li class="chapter" data-level="5.3" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#totals-and-sums"><i class="fa fa-check"></i><b>5.3</b> Totals and sums</a>
<li class="chapter" data-level="5.3" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#totals-and-sums"><i class="fa fa-check"></i><b>5.3</b> Totals and sums </a>
<ul>
<li class="chapter" data-level="5.3.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#syntax"><i class="fa fa-check"></i><b>5.3.1</b> Syntax</a></li>
<li class="chapter" data-level="5.3.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples-1"><i class="fa fa-check"></i><b>5.3.2</b> Examples</a></li>
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<li class="chapter" data-level="5.5.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#syntax-1"><i class="fa fa-check"></i><b>5.5.1</b> Syntax</a></li>
<li class="chapter" data-level="5.5.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples-3"><i class="fa fa-check"></i><b>5.5.2</b> Examples</a></li>
</ul></li>
<li class="chapter" data-level="5.6" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#ratios"><i class="fa fa-check"></i><b>5.6</b> Ratios</a>
<li class="chapter" data-level="5.6" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#ratios"><i class="fa fa-check"></i><b>5.6</b> Ratios </a>
<ul>
<li class="chapter" data-level="5.6.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#syntax-2"><i class="fa fa-check"></i><b>5.6.1</b> Syntax</a></li>
<li class="chapter" data-level="5.6.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples-4"><i class="fa fa-check"></i><b>5.6.2</b> Examples</a></li>
</ul></li>
<li class="chapter" data-level="5.7" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#correlations"><i class="fa fa-check"></i><b>5.7</b> Correlations</a>
<li class="chapter" data-level="5.7" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#correlations"><i class="fa fa-check"></i><b>5.7</b> Correlations </a>
<ul>
<li class="chapter" data-level="5.7.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#syntax-3"><i class="fa fa-check"></i><b>5.7.1</b> Syntax</a></li>
<li class="chapter" data-level="5.7.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples-5"><i class="fa fa-check"></i><b>5.7.2</b> Examples</a></li>
</ul></li>
<li class="chapter" data-level="5.8" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#standard-deviation-and-variance"><i class="fa fa-check"></i><b>5.8</b> Standard deviation and variance</a>
<li class="chapter" data-level="5.8" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#standard-deviation-and-variance"><i class="fa fa-check"></i><b>5.8</b> Standard deviation and variance </a>
<ul>
<li class="chapter" data-level="5.8.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#syntax-4"><i class="fa fa-check"></i><b>5.8.1</b> Syntax</a></li>
<li class="chapter" data-level="5.8.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples-6"><i class="fa fa-check"></i><b>5.8.2</b> Examples</a></li>
</ul></li>
<li class="chapter" data-level="5.9" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#additional-topics"><i class="fa fa-check"></i><b>5.9</b> Additional topics</a>
<ul>
<li class="chapter" data-level="5.9.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#unweighted-analysis"><i class="fa fa-check"></i><b>5.9.1</b> Unweighted analysis</a></li>
<li class="chapter" data-level="5.9.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#subpopulation-analysis"><i class="fa fa-check"></i><b>5.9.2</b> Subpopulation analysis</a></li>
<li class="chapter" data-level="5.9.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#unweighted-analysis"><i class="fa fa-check"></i><b>5.9.1</b> Unweighted analysis </a></li>
<li class="chapter" data-level="5.9.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#subpopulation-analysis"><i class="fa fa-check"></i><b>5.9.2</b> Subpopulation analysis </a></li>
<li class="chapter" data-level="5.9.3" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#desc-deff"><i class="fa fa-check"></i><b>5.9.3</b> Design effects</a></li>
<li class="chapter" data-level="5.9.4" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#creating-summary-rows"><i class="fa fa-check"></i><b>5.9.4</b> Creating summary rows</a></li>
<li class="chapter" data-level="5.9.5" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#calculating-estimates-for-many-outcomes"><i class="fa fa-check"></i><b>5.9.5</b> Calculating estimates for many outcomes</a></li>
<li class="chapter" data-level="5.9.4" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#calculating-estimates-for-many-outcomes"><i class="fa fa-check"></i><b>5.9.4</b> Calculating estimates for many outcomes</a></li>
</ul></li>
<li class="chapter" data-level="5.10" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#exercises"><i class="fa fa-check"></i><b>5.10</b> Exercises</a></li>
</ul></li>
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<ul>
<li class="chapter" data-level="10.2.1" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#simple-random-sample-without-replacement"><i class="fa fa-check"></i><b>10.2.1</b> Simple random sample without replacement</a></li>
<li class="chapter" data-level="10.2.2" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#simple-random-sample-with-replacement"><i class="fa fa-check"></i><b>10.2.2</b> Simple random sample with replacement</a></li>
<li class="chapter" data-level="10.2.3" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#stratified-sampling"><i class="fa fa-check"></i><b>10.2.3</b> Stratified sampling</a></li>
<li class="chapter" data-level="10.2.3" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#stratified-sampling"><i class="fa fa-check"></i><b>10.2.3</b> Stratified sampling </a></li>
<li class="chapter" data-level="10.2.4" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#samp-cluster"><i class="fa fa-check"></i><b>10.2.4</b> Clustered sampling</a></li>
</ul></li>
<li class="chapter" data-level="10.3" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#samp-combo"><i class="fa fa-check"></i><b>10.3</b> Combining sampling methods</a>
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<meta name="author" content="Stephanie Zimmer, Rebecca J. Powell, and Isabella Velásquez" />


<meta name="date" content="2024-04-29" />
<meta name="date" content="2024-04-30" />

<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="2.5" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-datacollection"><i class="fa fa-check"></i><b>2.5</b> Data collection</a></li>
<li class="chapter" data-level="2.6" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-post"><i class="fa fa-check"></i><b>2.6</b> Post-survey processing</a>
<ul>
<li class="chapter" data-level="2.6.1" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-post-cleaning"><i class="fa fa-check"></i><b>2.6.1</b> Data cleaning and imputation</a></li>
<li class="chapter" data-level="2.6.1" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#data-cleaning-and-imputation-overview-post-cleaning"><i class="fa fa-check"></i><b>2.6.1</b> Data cleaning and imputation {#overview-post-cleaning} </a></li>
<li class="chapter" data-level="2.6.2" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-post-weighting"><i class="fa fa-check"></i><b>2.6.2</b> Weighting</a></li>
<li class="chapter" data-level="2.6.3" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-post-disclosure"><i class="fa fa-check"></i><b>2.6.3</b> Disclosure</a></li>
<li class="chapter" data-level="2.6.4" data-path="c02-overview-surveys.html"><a href="c02-overview-surveys.html#overview-post-documentation"><i class="fa fa-check"></i><b>2.6.4</b> Documentation</a></li>
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<li class="chapter" data-level="5.2.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#desc-count-syntax"><i class="fa fa-check"></i><b>5.2.1</b> Syntax</a></li>
<li class="chapter" data-level="5.2.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples"><i class="fa fa-check"></i><b>5.2.2</b> Examples</a></li>
</ul></li>
<li class="chapter" data-level="5.3" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#totals-and-sums"><i class="fa fa-check"></i><b>5.3</b> Totals and sums</a>
<li class="chapter" data-level="5.3" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#totals-and-sums"><i class="fa fa-check"></i><b>5.3</b> Totals and sums </a>
<ul>
<li class="chapter" data-level="5.3.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#syntax"><i class="fa fa-check"></i><b>5.3.1</b> Syntax</a></li>
<li class="chapter" data-level="5.3.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples-1"><i class="fa fa-check"></i><b>5.3.2</b> Examples</a></li>
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<li class="chapter" data-level="5.5.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#syntax-1"><i class="fa fa-check"></i><b>5.5.1</b> Syntax</a></li>
<li class="chapter" data-level="5.5.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples-3"><i class="fa fa-check"></i><b>5.5.2</b> Examples</a></li>
</ul></li>
<li class="chapter" data-level="5.6" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#ratios"><i class="fa fa-check"></i><b>5.6</b> Ratios</a>
<li class="chapter" data-level="5.6" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#ratios"><i class="fa fa-check"></i><b>5.6</b> Ratios </a>
<ul>
<li class="chapter" data-level="5.6.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#syntax-2"><i class="fa fa-check"></i><b>5.6.1</b> Syntax</a></li>
<li class="chapter" data-level="5.6.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples-4"><i class="fa fa-check"></i><b>5.6.2</b> Examples</a></li>
</ul></li>
<li class="chapter" data-level="5.7" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#correlations"><i class="fa fa-check"></i><b>5.7</b> Correlations</a>
<li class="chapter" data-level="5.7" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#correlations"><i class="fa fa-check"></i><b>5.7</b> Correlations </a>
<ul>
<li class="chapter" data-level="5.7.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#syntax-3"><i class="fa fa-check"></i><b>5.7.1</b> Syntax</a></li>
<li class="chapter" data-level="5.7.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples-5"><i class="fa fa-check"></i><b>5.7.2</b> Examples</a></li>
</ul></li>
<li class="chapter" data-level="5.8" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#standard-deviation-and-variance"><i class="fa fa-check"></i><b>5.8</b> Standard deviation and variance</a>
<li class="chapter" data-level="5.8" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#standard-deviation-and-variance"><i class="fa fa-check"></i><b>5.8</b> Standard deviation and variance </a>
<ul>
<li class="chapter" data-level="5.8.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#syntax-4"><i class="fa fa-check"></i><b>5.8.1</b> Syntax</a></li>
<li class="chapter" data-level="5.8.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#examples-6"><i class="fa fa-check"></i><b>5.8.2</b> Examples</a></li>
</ul></li>
<li class="chapter" data-level="5.9" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#additional-topics"><i class="fa fa-check"></i><b>5.9</b> Additional topics</a>
<ul>
<li class="chapter" data-level="5.9.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#unweighted-analysis"><i class="fa fa-check"></i><b>5.9.1</b> Unweighted analysis</a></li>
<li class="chapter" data-level="5.9.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#subpopulation-analysis"><i class="fa fa-check"></i><b>5.9.2</b> Subpopulation analysis</a></li>
<li class="chapter" data-level="5.9.1" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#unweighted-analysis"><i class="fa fa-check"></i><b>5.9.1</b> Unweighted analysis </a></li>
<li class="chapter" data-level="5.9.2" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#subpopulation-analysis"><i class="fa fa-check"></i><b>5.9.2</b> Subpopulation analysis </a></li>
<li class="chapter" data-level="5.9.3" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#desc-deff"><i class="fa fa-check"></i><b>5.9.3</b> Design effects</a></li>
<li class="chapter" data-level="5.9.4" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#creating-summary-rows"><i class="fa fa-check"></i><b>5.9.4</b> Creating summary rows</a></li>
<li class="chapter" data-level="5.9.5" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#calculating-estimates-for-many-outcomes"><i class="fa fa-check"></i><b>5.9.5</b> Calculating estimates for many outcomes</a></li>
<li class="chapter" data-level="5.9.4" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#calculating-estimates-for-many-outcomes"><i class="fa fa-check"></i><b>5.9.4</b> Calculating estimates for many outcomes</a></li>
</ul></li>
<li class="chapter" data-level="5.10" data-path="c05-descriptive-analysis.html"><a href="c05-descriptive-analysis.html#exercises"><i class="fa fa-check"></i><b>5.10</b> Exercises</a></li>
</ul></li>
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<ul>
<li class="chapter" data-level="10.2.1" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#simple-random-sample-without-replacement"><i class="fa fa-check"></i><b>10.2.1</b> Simple random sample without replacement</a></li>
<li class="chapter" data-level="10.2.2" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#simple-random-sample-with-replacement"><i class="fa fa-check"></i><b>10.2.2</b> Simple random sample with replacement</a></li>
<li class="chapter" data-level="10.2.3" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#stratified-sampling"><i class="fa fa-check"></i><b>10.2.3</b> Stratified sampling</a></li>
<li class="chapter" data-level="10.2.3" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#stratified-sampling"><i class="fa fa-check"></i><b>10.2.3</b> Stratified sampling </a></li>
<li class="chapter" data-level="10.2.4" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#samp-cluster"><i class="fa fa-check"></i><b>10.2.4</b> Clustered sampling</a></li>
</ul></li>
<li class="chapter" data-level="10.3" data-path="c10-sample-designs-replicate-weights.html"><a href="c10-sample-designs-replicate-weights.html#samp-combo"><i class="fa fa-check"></i><b>10.3</b> Combining sampling methods</a>
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