Data analysis toolkits
Funding Information:
Citation:
DataCite ISO 19139 GCMD DIF README.txt BibTex RISKirchner, James (2020). Data analysis toolkits. EnviDat. doi:10.16904/envidat.177.
Data and Resources
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Toolkit 1: graphically displaying data distributions.pdf
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Toolkit 2: quantifying data distributions....pdf
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Toolkit 3: tools for transforming data.pdf
The ladder of powers and a few other cool transformations
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Toolkit 4: confidence intervals.pdf
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Toolkit 5: uncertainty analysis and error propagation.pdf
Gaussian error propagation, monte carlo methods, and first-order,...
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toolkit 6: averaging in nonlinear functions.pdf
The average of a nonlinear function will not equal the function evaluated at...
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Toolkit 7: hypothesis testing, significance, and power.pdf
An overview of basic concepts -- and common pitfalls -- in statistical...
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Toolkit 8: Hodges-Lehmann estimators.pdf
A quick introduction to Hodges-Lehmann estimators (nonparametric measures of...
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Toolkit 9: Experimentwise error rates and....pdf
Statistical fishing expeditions, and how to avoid being misled by them
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Toolkit 10: linear regression.pdf
An overview of the math, logic, and pitfalls of ordinary least-squares linear...
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Toolkit 11: serial correlation.pdf
Tools for detecting and correcting for serial correlation in analyses of time...
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Toolkit 12: weighted averages and their uncertainties.pdf
There are two different ways to calculate the uncertainty of a weighted...
Metadata
Field | Values |
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DOI | 10.16904/envidat.177 |
Publication State | Published |
Authors |
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Contact Person | Given Name: James Family Name: Kirchner Email: kirchner | (at)ethz.ch Affiliation: ETH Zurich ORCID: 0000-0001-6577-3619
Subtitles |
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Publication | Publisher: EnviDat Year: 2020 |
Dates |
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Version | 1.0 |
Type | datapaper |
General Type | DataPaper |
Language | English |
Location | Switzerland |
Content License | Creative Commons Attribution Share-Alike (CC-BY-SA) |
Last Updated | April 20, 2021, 16:38 (UTC) |
Created | September 18, 2020, 15:27 (UTC) |