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 <li class="chapter" data-level="3.4" data-path="comparing-methods.html"><a href="comparing-methods.html"><i class="fa fa-check"></i><b>3.4</b> Comparing methods</a></li>
 <li class="chapter" data-level="3.5" data-path="takeways.html"><a href="takeways.html"><i class="fa fa-check"></i><b>3.5</b> Takeways</a></li>
 </ul></li>
-<li class="chapter" data-level="4" data-path="association-correlation-and-significance-in-r.html"><a href="association-correlation-and-significance-in-r.html"><i class="fa fa-check"></i><b>4</b> Association: Correlation and Significance in R</a>
+<li class="chapter" data-level="4" data-path="association.html"><a href="association.html"><i class="fa fa-check"></i><b>4</b> Association</a>
 <ul>
 <li class="chapter" data-level="4.1" data-path="measures-of-association-nao-vs-soi.html"><a href="measures-of-association-nao-vs-soi.html"><i class="fa fa-check"></i><b>4.1</b> Measures of association: NAO vs SOI</a>
 <ul>
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 </ul></li>
 <li class="chapter" data-level="5" data-path="spectral-analysis-in-r.html"><a href="spectral-analysis-in-r.html"><i class="fa fa-check"></i><b>5</b> Spectral Analysis in R</a>
 <ul>
-<li class="chapter" data-level="5.0.1" data-path="spectral-analysis-in-r.html"><a href="spectral-analysis-in-r.html#packages-1"><i class="fa fa-check"></i><b>5.0.1</b> Packages</a></li>
-<li class="chapter" data-level="5.0.2" data-path="spectral-analysis-in-r.html"><a href="spectral-analysis-in-r.html#dataset"><i class="fa fa-check"></i><b>5.0.2</b> Dataset</a></li>
-<li class="chapter" data-level="5.1" data-path="aggregate-to-monthly.html"><a href="aggregate-to-monthly.html"><i class="fa fa-check"></i><b>5.1</b> Aggregate to monthly</a>
+<li class="chapter" data-level="5.1" data-path="load-data-and-packages-1.html"><a href="load-data-and-packages-1.html"><i class="fa fa-check"></i><b>5.1</b> Load Data and Packages</a>
 <ul>
-<li class="chapter" data-level="5.1.1" data-path="aggregate-to-monthly.html"><a href="aggregate-to-monthly.html#even-sampling"><i class="fa fa-check"></i><b>5.1.1</b> Even sampling</a></li>
-<li class="chapter" data-level="5.1.2" data-path="aggregate-to-monthly.html"><a href="aggregate-to-monthly.html#multi-taper"><i class="fa fa-check"></i><b>5.1.2</b> multi-taper</a></li>
+<li class="chapter" data-level="5.1.1" data-path="load-data-and-packages-1.html"><a href="load-data-and-packages-1.html#packages-1"><i class="fa fa-check"></i><b>5.1.1</b> Packages</a></li>
+<li class="chapter" data-level="5.1.2" data-path="load-data-and-packages-1.html"><a href="load-data-and-packages-1.html#dataset"><i class="fa fa-check"></i><b>5.1.2</b> Dataset</a></li>
 </ul></li>
-<li class="chapter" data-level="5.2" data-path="stl.html"><a href="stl.html"><i class="fa fa-check"></i><b>5.2</b> STL</a>
+<li class="chapter" data-level="5.2" data-path="data-preview.html"><a href="data-preview.html"><i class="fa fa-check"></i><b>5.2</b> Data preview</a></li>
+<li class="chapter" data-level="5.3" data-path="data-cleaning.html"><a href="data-cleaning.html"><i class="fa fa-check"></i><b>5.3</b> Data cleaning</a>
 <ul>
-<li class="chapter" data-level="5.2.1" data-path="stl.html"><a href="stl.html#gaussianize"><i class="fa fa-check"></i><b>5.2.1</b> Gaussianize</a></li>
-<li class="chapter" data-level="5.2.2" data-path="stl.html"><a href="stl.html#mtm-again"><i class="fa fa-check"></i><b>5.2.2</b> MTM, again</a></li>
-<li class="chapter" data-level="5.2.3" data-path="stl.html"><a href="stl.html#applying-stl"><i class="fa fa-check"></i><b>5.2.3</b> Applying STL</a></li>
-<li class="chapter" data-level="5.2.4" data-path="stl.html"><a href="stl.html#the-trend"><i class="fa fa-check"></i><b>5.2.4</b> The trend</a></li>
+<li class="chapter" data-level="5.3.1" data-path="data-cleaning.html"><a href="data-cleaning.html#aggregate-to-monthly"><i class="fa fa-check"></i><b>5.3.1</b> Aggregate to monthly</a></li>
+<li class="chapter" data-level="5.3.2" data-path="data-cleaning.html"><a href="data-cleaning.html#even-sampling"><i class="fa fa-check"></i><b>5.3.2</b> Even sampling</a></li>
+<li class="chapter" data-level="5.3.3" data-path="data-cleaning.html"><a href="data-cleaning.html#spectral-analysis"><i class="fa fa-check"></i><b>5.3.3</b> Spectral analysis</a></li>
+<li class="chapter" data-level="5.3.4" data-path="data-cleaning.html"><a href="data-cleaning.html#stl"><i class="fa fa-check"></i><b>5.3.4</b> STL</a></li>
+<li class="chapter" data-level="5.3.5" data-path="data-cleaning.html"><a href="data-cleaning.html#estimation-of-scaling-behavior"><i class="fa fa-check"></i><b>5.3.5</b> Estimation of scaling behavior</a></li>
 </ul></li>
-<li class="chapter" data-level="5.3" data-path="estimation-of-scaling-behavior.html"><a href="estimation-of-scaling-behavior.html"><i class="fa fa-check"></i><b>5.3</b> Estimation of scaling behavior</a></li>
 <li class="chapter" data-level="5.4" data-path="gap-tolerant-spectral-analysis.html"><a href="gap-tolerant-spectral-analysis.html"><i class="fa fa-check"></i><b>5.4</b> Gap-tolerant spectral analysis</a>
 <ul>
 <li class="chapter" data-level="5.4.1" data-path="gap-tolerant-spectral-analysis.html"><a href="gap-tolerant-spectral-analysis.html#lomb-scargle"><i class="fa fa-check"></i><b>5.4.1</b> Lomb-Scargle</a></li>
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 </ul></li>
 <li class="chapter" data-level="6" data-path="wavelet-transform-in-r.html"><a href="wavelet-transform-in-r.html"><i class="fa fa-check"></i><b>6</b> Wavelet Transform in R</a>
 <ul>
-<li class="chapter" data-level="6.0.1" data-path="wavelet-transform-in-r.html"><a href="wavelet-transform-in-r.html#packages-2"><i class="fa fa-check"></i><b>6.0.1</b> Packages</a></li>
-<li class="chapter" data-level="6.0.2" data-path="wavelet-transform-in-r.html"><a href="wavelet-transform-in-r.html#data-description"><i class="fa fa-check"></i><b>6.0.2</b> Data description</a></li>
-<li class="chapter" data-level="6.1" data-path="loading-and-visualizing-the-deltad-series.html"><a href="loading-and-visualizing-the-deltad-series.html"><i class="fa fa-check"></i><b>6.1</b> Loading and visualizing the <span class="math inline">\(\delta\)</span>D series</a></li>
-<li class="chapter" data-level="6.2" data-path="sampling-interval.html"><a href="sampling-interval.html"><i class="fa fa-check"></i><b>6.2</b> Sampling interval</a></li>
-<li class="chapter" data-level="6.3" data-path="wavelet-analysis.html"><a href="wavelet-analysis.html"><i class="fa fa-check"></i><b>6.3</b> Wavelet Analysis</a>
+<li class="chapter" data-level="6.1" data-path="data-and-packages-1.html"><a href="data-and-packages-1.html"><i class="fa fa-check"></i><b>6.1</b> Data and packages</a>
 <ul>
-<li class="chapter" data-level="6.3.1" data-path="wavelet-analysis.html"><a href="wavelet-analysis.html#null-hypothesis"><i class="fa fa-check"></i><b>6.3.1</b> Null hypothesis</a></li>
+<li class="chapter" data-level="6.1.1" data-path="data-and-packages-1.html"><a href="data-and-packages-1.html#packages-2"><i class="fa fa-check"></i><b>6.1.1</b> Packages</a></li>
+<li class="chapter" data-level="6.1.2" data-path="data-and-packages-1.html"><a href="data-and-packages-1.html#data-description"><i class="fa fa-check"></i><b>6.1.2</b> Data description</a></li>
 </ul></li>
-<li class="chapter" data-level="6.4" data-path="temperature-vs-co2.html"><a href="temperature-vs-co2.html"><i class="fa fa-check"></i><b>6.4</b> Temperature vs CO2</a></li>
-<li class="chapter" data-level="6.5" data-path="bringing-the-datasets-together.html"><a href="bringing-the-datasets-together.html"><i class="fa fa-check"></i><b>6.5</b> Bringing the datasets together</a>
+<li class="chapter" data-level="6.2" data-path="loading-and-visualizing-the-deltad-series.html"><a href="loading-and-visualizing-the-deltad-series.html"><i class="fa fa-check"></i><b>6.2</b> Loading and visualizing the <span class="math inline">\(\delta\)</span>D series</a></li>
+<li class="chapter" data-level="6.3" data-path="sampling-interval.html"><a href="sampling-interval.html"><i class="fa fa-check"></i><b>6.3</b> Sampling interval</a></li>
+<li class="chapter" data-level="6.4" data-path="wavelet-analysis.html"><a href="wavelet-analysis.html"><i class="fa fa-check"></i><b>6.4</b> Wavelet Analysis</a>
 <ul>
-<li class="chapter" data-level="6.5.1" data-path="bringing-the-datasets-together.html"><a href="bringing-the-datasets-together.html#standardization"><i class="fa fa-check"></i><b>6.5.1</b> Standardization</a></li>
-<li class="chapter" data-level="6.5.2" data-path="bringing-the-datasets-together.html"><a href="bringing-the-datasets-together.html#coherency"><i class="fa fa-check"></i><b>6.5.2</b> Coherency</a></li>
-<li class="chapter" data-level="6.5.3" data-path="bringing-the-datasets-together.html"><a href="bringing-the-datasets-together.html#common-power"><i class="fa fa-check"></i><b>6.5.3</b> Common power</a></li>
+<li class="chapter" data-level="6.4.1" data-path="wavelet-analysis.html"><a href="wavelet-analysis.html#null-hypothesis"><i class="fa fa-check"></i><b>6.4.1</b> Null hypothesis</a></li>
 </ul></li>
-<li class="chapter" data-level="6.6" data-path="takeways-2.html"><a href="takeways-2.html"><i class="fa fa-check"></i><b>6.6</b> Takeways</a></li>
+<li class="chapter" data-level="6.5" data-path="temperature-vs-co2.html"><a href="temperature-vs-co2.html"><i class="fa fa-check"></i><b>6.5</b> Temperature vs CO2</a></li>
+<li class="chapter" data-level="6.6" data-path="bringing-the-datasets-together.html"><a href="bringing-the-datasets-together.html"><i class="fa fa-check"></i><b>6.6</b> Bringing the datasets together</a>
+<ul>
+<li class="chapter" data-level="6.6.1" data-path="bringing-the-datasets-together.html"><a href="bringing-the-datasets-together.html#standardization"><i class="fa fa-check"></i><b>6.6.1</b> Standardization</a></li>
+<li class="chapter" data-level="6.6.2" data-path="bringing-the-datasets-together.html"><a href="bringing-the-datasets-together.html#coherency"><i class="fa fa-check"></i><b>6.6.2</b> Coherency</a></li>
+<li class="chapter" data-level="6.6.3" data-path="bringing-the-datasets-together.html"><a href="bringing-the-datasets-together.html#common-power"><i class="fa fa-check"></i><b>6.6.3</b> Common power</a></li>
+</ul></li>
+<li class="chapter" data-level="6.7" data-path="takeways-2.html"><a href="takeways-2.html"><i class="fa fa-check"></i><b>6.7</b> Takeways</a></li>
 </ul></li>
 </ul>