35min chapter

Learning Bayesian Statistics cover image

#115 Using Time Series to Estimate Uncertainty, with Nate Haines

Learning Bayesian Statistics

CHAPTER

Advancing Insurance Predictions with Bayesian Statistics

This chapter explores the journey of speakers through Bayesian statistics in the insurance sector, focusing on their work at Ledger. It highlights the application of time series models, particularly Bayesian approaches, for forecasting loss ratios and managing uncertainties. The discussion includes practical examples, model selection challenges, and the introduction of the Bayes Blend package for improved model comparison.

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