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Is there a way to access the synthetic control fitted values as a pandas series or list? I need to create my own custom plots in a specific style, so I need access to the data for the fitted values an…
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I couldn't see what the difference was between these two folders in the data. Maybe that the data comes from two types of sources?
Might be worth checking that there aren't duplicates if we can't f…
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Hello! I am trying to plot the credible intervals of the proportion estimates to examine differences among factor levels (i.e., different habitat types). When I try to use the "plot_intervals" functio…
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Just to clarify, this is different from other data-simulation efforts in that:
1. the data simulating process should match our generative model exactly
2. it should not depend on expression levels…
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The authors of _rstanarm_ (see `?rstanarm::posterior_interval`) or John Kruschke (see Kruschke JK. Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan. 2nd edition. Academic Press, 2015, p…
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Instead of estimating the PDF and drawing contours with plt.contour, we could directly use credible intervals ([fastCI](https://github.com/Stefan-Heimersheim/fastCI)) in y-direction to compute the con…
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Add derived parameters of the fixed effects to make effect sizes on the real scale with credible intervals. For example,
```
for(i in 1:R) {
eff_elev[i]
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Hi,
I have been trying to replicate some of your results and I might have found an issue in Chapter 9.
My results suggest a much tighter posterior after observing the four data points x=[15, 16,…
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Hi, from looking at the code I can see that `CausalImpact` generates the posterior predictive samples by getting the state value draws and sampling noise with variance equal to the `sigma.obs` draws f…