Frequently Asked Questions (11)

Is find_MAP still encouraged in practice? i notice a lot of code samples stopped using find_MAP (asked by @kpei) find_MAP is pretty much discouraged now in most situations. The MAP is not a representative point in high…

About the Questions category (1)
Use GP latent variable as input to another function, shape mismatch (4)
Multi-party election modeling (1)
Literature on implementing a Zero-Inflated Beta likelihood (19)
Hierarchical Modeling Labels (2)
Get probability of parameter given new data (9)
The zero-inflated exponential (6)
AR model "too many indices for array" (2)
Has anyone developed a custom tweedie distribution for sampling? How to implement once developed? (3)
Fix/Freeze Parameter (3)
Pymc3 getting stuck after initialization (11)
Using Bayesian for estimating parameter (6)
Determining Optimal number of Seasonal Fourier terms using Bayesian Method (2)
Problem with imputation of missing data for a Bernoulli distribution (5)
Dealing with 1 missing observation (5)
Hierarchical Modeling Index Error (2)
Running models in parallel (4)
Specifying nu for StudentT (5)
How does one pull the posterior samples out of the trace and make a data frame? (3)
Type Error on Regression Problem (12)
Suggested fixes for pymc3 and Mojave not working (3)
Tuning proposal in Metropolis (4)
Error during run sampling method (6)
Progress bar says sampling is finished, but keeps running for a long time? (2)
Difficulty fitting ideal point model to Wikipedia clickstream data (7)
Bayes101: Difference between prior predictive and forward sampling? (2)
pm.Categorical with two p's, not giving same results as pm.Bernoulli (5)
About the performance of multi-level logistic regression model (2)
Got the Error while running the example about MvNormal (9)