Calculate sample size for effect in data science.
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Data Science — Effect: Reproducibility Calculator
Quick answer
For Data Science — Effect: Reproducibility Calculator: if effect achieved is 45 and effect total / possible is 60, the reproducibility is 75%.
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Reproducibility
75%
Expressed as a percentage of the relevant total.
High
Data Science — Effect: Reproducibility: 75%, High. Scale from 0 to 100 with 3 bands: Low 0 to 33.3333, Moderate 33.3333 to 66.6667, High 66.6667 to 100.
High
Your Data Science — Effect: Reproducibility of 75% falls in the “High” band. That is a little past the comfortable zone, so keep an eye on it.
66.6667 – 100You are here
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See how the result changes
Each table re-runs this calculator with one value changed and everything else left as it is.
Reproducibility by effect achieved
If effect achieved goes from 45 to 67.5, reproducibility changes from 75% to 112.5% (+50%).
| Effect achieved | Reproducibility |
|---|---|
| 22.5 | 37.5% |
| 33.8 | 56.33% |
| 45start | 75% |
| 67.5 | 112.5% |
| 90 | 150% |
Reproducibility by effect total / possible
If effect total / possible goes from 60 to 90, reproducibility changes from 75% to 50% (−33%).
| Effect total / possible | Reproducibility |
|---|---|
| 30 | 150% |
| 45 | 100% |
| 60start | 75% |
| 90 | 50% |
| 120 | 37.5% |
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A quick guide to Data Science — Effect: Reproducibility Calculator
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How to Use the Data Science — Effect: Reproducibility Calculator
1
Enter Effect achieved
Provide your effect achieved.
2
Enter Effect total / possible
Provide your effect total / possible.
3
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What is Data Science — Effect: Reproducibility Calculator?
This data science tool works out your reproducibility instantly, so you don't have to do the math by hand.
“One quick calculation, so you always know your reproducibility before you decide.”
What Affects Your Reproducibility
Your reproducibility depends on the values below.
Effect achieved
Changing your effect achieved changes your reproducibility.
Effect total / possible
Changing your effect total / possible changes your reproducibility.
Example Result
Here's what you can expect from a data science — effect: reproducibility calculator calculation:
- Effect achieved
- 45
- Effect total / possible
- 60
- Reproducibility
- 75%
Frequently Asked Questions
- How does effect achieved affect reproducibility?
- If effect achieved goes from 45 to 67.5, reproducibility changes from 75% to 112.5% (+50%).
- How does effect total / possible affect reproducibility?
- If effect total / possible goes from 60 to 90, reproducibility changes from 75% to 50% (−33%).
- How to calculate data science — effect: reproducibility calculator?
- Fill in effect achieved and effect total / possible in the Data Science — Effect: Reproducibility Calculator above and your reproducibility is calculated instantly. Change any value to see how the result responds.
- What does an example data science — effect: reproducibility calculator calculation look like?
- For Data Science — Effect: Reproducibility Calculator: if effect achieved is 45 and effect total / possible is 60, the reproducibility is 75%.
- Is this calculator free to use?
- Yes — every calculator on this site is completely free, with no sign-up or account required.
- How accurate is this calculator?
- It uses the standard formula and calculates on our server for every request, so results are precise for the values you enter.
- Is my data saved anywhere?
- No. Nothing you enter is stored or sent anywhere unless you choose to share a link with your values included.
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