Data analysis toolkits
Data and Resources
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Toolkit 2: quantifying data distributions...PDF
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toolkit 6: averaging in nonlinear functionsPDF
The average of a nonlinear function will not equal the function evaluated at...
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Toolkit 7: hypothesis testing, significance, and powerPDF
An overview of basic concepts -- and common pitfalls -- in statistical...
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Toolkit 4: confidence intervalsPDF
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Toolkit 3: tools for transforming dataPDF
The ladder of powers and a few other cool transformations
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Toolkit 10: linear regressionPDF
An overview of the math, logic, and pitfalls of ordinary least-squares linear...
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Toolkit 8: Hodges-Lehmann estimatorsPDF
A quick introduction to Hodges-Lehmann estimators (nonparametric measures of...
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Toolkit 12: weighted averages and their uncertaintiesPDF
There are two different ways to calculate the uncertainty of a weighted...
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Toolkit 11: serial correlationPDF
Tools for detecting and correcting for serial correlation in analyses of time...
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Toolkit 9: Experimentwise error rates and...SERVICE
Statistical fishing expeditions, and how to avoid being misled by them
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Toolkit 1: graphically displaying data distributionsPDF
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Toolkit 5: uncertainty analysis and error propagationPDF
Gaussian error propagation, monte carlo methods, and first-order, second-...
Additional Info
| Field | Value |
|---|---|
| Identifier | 4652e79e-1ad4-4045-a6c8-1b621ba18b28@envidat |
| Title for URL of the dataset | data-analysis-toolkits |
| Schedule the publication of the dataset | - |
| Issued date | September 18, 2020 |
| Modification date | March 25, 2025 |
| Conforms to | - |
| Update interval | - |
| Temporal coverage | - |
| Publisher Information | EnviDat |
| Contact points | |
| Languages | English |
| URL | https://www.envidat.ch/#/metadata/data-analysis-toolkits |
| Relation | - |
| Spatial | - |
| Related datasets | - |
| Documentation | - |
| Keywords | |
| Terms of use | https://opendata.swiss/terms-of-use#terms_by |
| Metadata Access | API (JSON) Download XML |