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<h1 class="title toc-ignore">Time Series</h1> | |
</div> | |
<p><strong>Aim</strong>: To design a standardised protocol for the analysis of palaeontological time series data.</p> | |
<p>Time series analysis has become a widely used suite of methods in quantitative Palaeobiology. However, there remains little consensus on the optimal ways to implement the methodology, given that it comprises a complex series of options throughout the different stages.</p> | |
<p>This project can be openly contributed to on <a href="">GitHub</a>.</p> | |
<div id="project-concept" class="section level2"> | |
<h2>Project concept</h2> | |
<p>This project will include aspects such as:</p> | |
<ul> | |
<li>How to treat missing data;</li> | |
<li>The optimal method of ‘detrending’;</li> | |
<li>Autoregressive models;</li> | |
<li>How to treat residual data, and statistical biases; and</li> | |
<li>Model-fitting and correlation analyses.</li> | |
</ul> | |
</div> | |
<div id="key-links" class="section level2"> | |
<h2>Key links</h2> | |
<ul> | |
<li><a href="https://github.com/Meta-Paleo/TimeSeries/blob/master/PaleoBioDB.md">An introduction to using the paleobioDB package in R</a>.</li> | |
<li><a href="https://github.com/Meta-Paleo/TimeSeries/tree/master/Key_papers">Key papers</a>.</li> | |
<li><a href="https://github.com/Meta-Paleo/TimeSeries/blob/master/Extinction_rates.r">R code for calculating extinction rates</a>.</li> | |
<li><a href="https://github.com/Meta-Paleo/TimeSeries/tree/master/SQS">Instructions on how to execute SQS in R and Perl</a>.</li> | |
</ul> | |
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<div id="contributing" class="section level2"> | |
<h2>Contributing</h2> | |
<p>Time Series is an open project that anyone can contribute to on <a href="https://github.com/Meta-Paleo/TimeSeries">GitHub</a>. All data sources, methods, code, and results are openly shared for collaboration and inspection as the project evolves.</p> | |
<p>We strongly encourage others to participate in the project, propose their own ideas, and to contribute or re-use any of the data or other information available here.</p> | |
<div id="contributors" class="section level3"> | |
<h3>Contributors</h3> | |
<ul> | |
<li>Jon Tennant</li> | |
</ul> | |
</div> | |
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This website is licensed under an MIT media license. Theme is flaty. Source code can be found at <a href="https://github.com/Meta-Paleo/meta-paleo.github.io">https://github.com/Meta-Paleo/meta-paleo.github.io</a>. Created by Jon Tennant. | |
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