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* 1. Fixed: AttributeError: module 'statsmodels' has no attribute 'datasets' 2. Fixed: FutureWarnings 3. Updated the notebook to follow the consistent style using arviz functions directly to plot trace and summary 1. Fixed: AttributeError: module 'statsmodels' has no attribute 'datasets' 2. Fixed: FutureWarnings 3. Updated the notebook to follow the consistent style using arviz functions directly * 1. directly get inference object from sample rather than using from_pymc3 2. Other minor formatting * remove the 'tune' and 'draws' parameters from sample function call as they were using specifying the default values.
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