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* clumped isotope bootstrap calibration | ||
Written by [[https://orcid.org/0000-0003-2196-8718][Ilja J. Kocken]] | ||
Feel free to use this stuff, as long as you adhere to the [[file:LICENSE.md]] | ||
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This document describes how to calculate bootstrapped averages and apply a clumped-isotope specific temperature calibration. | ||
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- Calculate bootstrapped York regression from clumped isotope calibration data. | ||
- Calculate bootstrapped sample means for the age, d13C, d18O, and D47. | ||
- Apply the bootstrapped calibration to calculate temperature and d18Osw. | ||
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To use this: | ||
0. Install the package ~clumpedcalib~, see below. | ||
1. Update the input calibration data [[file:dat/example_calib.csv]]. Make sure the | ||
column names include ~X~, ~D47~, ~sd_X~, ~sd_D47~ | ||
2. Change [[file:clumped-bootstrap-calibration.org::*d18Osw_calc][the function that calculates d18Osw]] to something that you like. | ||
3. Change [[file:clumped-bootstrap-calibration.org::*filter_outliers][filter outliers]] so that it filters out bad measurements for your data. | ||
4. Add your samples at the replicate level and update [[file:clumped-bootstrap-calibration.org::*load sample data][load sample data]] | ||
5. Walk through [[file:clumped-bootstrap-calibration.org::*apply the functions][apply the functions]] step-by-step. | ||
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The bootstrapped calibration idea is based on a Matlab script written by Alvaro Fernandez. | ||
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** installation | ||
To install this "package" (it's a quick and dirty draft with ugly function | ||
names, but it should work!): | ||
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#+begin_src R | ||
remotes::install_github("japhir/clumpedcalib") | ||
#+end_src | ||
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Or you can look at all the [[file:clumped-bootstrap-calibration.org::*functions][functions]]. |
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