Those are my blogs
and also my life
What does the prior actually do in a Bayesian analysis?
2020-12-06 bayesian prior posterior likelihood
About identifiability and granularity
Motivation for this post In time series modeling you typically run into issues concerning complexity versus utility. What I mean by that is that there ... Read More
A few thoughts on apparent bimodality for regression problems!
2017-04-09 prior regression modeling bayesian
Motivation Did you ever run into a scenario when your data is showing two distinctive relationships but you’re trying to solve for it with one ... Read More
On the equivalence of Bayesian priors and Ridge regression
2017-01-18 prior regression modeling bayesian
Today I’m going to take you through the comparison of a Bayesian formalism for regression and compare it to Ridge regression which is a penalized ... Read More
The truth about priors and overfitting
2016-08-31 prior regression modeling bayesian hypothesis testing
Have you ever thought about how strong a prior is compared to observed data? It’s not an entirely easy thing to conceptualize. In order to alleviate ... Read More