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Orange trees
</h1>
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Filed under:
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<a href="http://www.admb-project.org/@@search?Subject%3Alist=Growth%20models" class="link-category" rel="tag">Growth models</a>
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Simple growth curve example with individual effects (random effects) from Pinheiro & Bates (2000)
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<div class="" id="parent-fieldname-text-c32ba89b0d218f4a8ccbae90deaaf4f8">
A growth curve model fitted to the "orange tree" data by <a href="citations.html#pinh:bate:2000">Pinheiro & Bates (2000, Ch.8.2)</a>
as an illustration of the <a href="http://www.r-project.org/">R</a> (S-Plus) routine nlme(). The logistic growth curve is given as
<p> </p>
<div align="center"><em>y</em> = f<sub>1</sub>
/(1 + exp[-(<em>t</em>-f<sub>2</sub>)/f<sub>3</sub>])
] + e,</div>
<p> </p>
where <em>y</em> is the response and <em>t</em> is the age of the tree.
The regression parameters to be estimated are: f<sub>1</sub>, f<sub>2</sub>
and f<sub>3</sub>, and e is the residual error term. A random effect <em>u</em> is added to the parameter
f<sub>1</sub>.
<p> </p>
<h3>Details</h3>
<a href="orange-trees/orange.pdf" class="internal-link" title="orange.pdf">orange.pdf</a>
<div> </div>
<h3>Extension of the model</h3>
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<p>See subfolders to the left </p>
<h3>Files</h3>
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