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The `highest_density_interval` fails to handle the case when the interval to return should be the whole range.
E.g.
```
foo = pd.Series([1/2, 1/3, 1/6])
highest_density_interval(foo, p=0.9)
```…
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Function to return common summaries of all parameters from the output, e.g. ML, MAP, posterior median, credible intervals etc. Think about if/how these should also be part of the standard output.
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We could add an option to l_ciLines, l_ciContour etc that allows to get simultaneous credible intervals using the approach described in section 6.10.2 of Wood's book (2nd ed).
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### JASP Version
0.18.3
### Commit ID
_No response_
### JASP Module
T-Tests
### What analysis are you seeing the problem on?
Bayesian One Sample T-Test
### What OS are you seeing the problem …
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In correlation_test for instance, you use quantiles `q = quantile(ts,[0.005,0.025,0.5,0.975,0.95])` to extract what I think is credible intervals. Is there a reason to use quantiles instead of HDI?
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I have a question regarding the results I obtained using your methodology. The p-value for the CAUSE model exceeds 0.05. Does this indicate a lack of causal relationship?
model1 model2 delta_elpd …
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**Is your feature request related to a problem? Please describe.**
[Inverse CDFs](https://en.wikipedia.org/wiki/Quantile_function) are useful for calculating credible intervals for a given distributi…
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Hello Zhao,
Thanks for your algorithm, it is very useful. I've been using it for a problem at my work. I have version 0.1.19 on one computer and 0.1.22 on another computer. On the second computer …
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### JASP Version
0.17.1
### Commit ID
_No response_
### JASP Module
ANOVA
### What analysis are you seeing the problem on?
AN(C)OVA
### What OS are you seeing the problem on?
Windows 11
### …
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_This issue has been discussed verbally in recent history; nonetheless, being made explicit in this fashion allows others to provide their thoughts and list considerations for this task_
Once is c…