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Data DOI: 10.1594/IEDA/100422

Citation:
Pisias, N., Murray, R., Scudder, R. 2014. Supplement to Multivariate statistical analysis and partitioning of sedimentary geochemical data sets: General principles and specific MATLAB scripts, Version 1.0. Interdisciplinary Earth Data Alliance (IEDA). https://doi.org/10.1594/IEDA/100422. Accessed 2020-08-09.
Title:
Supplement to Multivariate statistical analysis and partitioning of sedimentary geochemical data sets: General principles and specific MATLAB scripts
Creator(s):
Pisias, N.
Murray, R.
Scudder, R.
Abstract:
We present here annotated MATLAB scripts (and specific guidelines for their use) for Q-mode factor analysis, a constrained least squares multiple linear regression technique, and a total inversion protocol, that are based on the well-known approaches taken by Dymond (1981), Leinen and Pisias (1984), Kyte et al. (1993), and their predecessors. Although these techniques have been used by investigators for the past decades, their application has been neither consistent nor transparent, as their code has remained in-house or in formats not commonly used by many of today's researchers (e.g., FORTRAN). In addition to providing the annotated scripts and instructions for use, we include a sample data set for the user to test their own manipulation of the scripts.
Keyword(s):
Coverage Scope: Other
Related
Publication(s):
Pisias, N. G., R. W. Murray, and R. P. Scudder (2013), Multivariate statistical analysis and partitioning of sedimentary geochemical data sets: General principles and specific MATLAB scripts, Geochem. Geophys. Geosyst., 14, 4015–4020, doi:10.1002/ggge.20247.
User Contributed Keyword(s):
multivariate statistical analysis, SedDB

Date Available:
2014-01-15
Date Created:
2014-01-16
Resource Type:
Software
File Format(s):
application/pdf
application/vnd.openxmlformats-officedocument.spreadsheetml.sheet
Data Curated by:
Download File(s):
File Name File Size
ggge20247-sup-001-all.xlsx36.67 KB
ggge20247-sup-002-all.pdf463.89 KB
ggge20247-sup-002.xlsx98.44 KB
ggge20247-sup-003-all.pdf971.11 KB
ggge20247-sup-003.xlsx293.67 KB
ggge20247-sup-004-all.pdf1005.63 KB
ggge20247-sup-004.xlsx662.61 KB

Format Type:   .zip .tar.gz
Version:
1.0
Language:
en
License:
Creative Commons Attribution-NonCommercial-Share Alike 3.0 United States [CC BY-NC-SA 3.0]

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