Repository of code templates for different methods and helper functions
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Added some code templates for simple statistical tests
- Students T Test - testing between two variables
- Anova - testing between groups
- Correlation and Covariance - relationships between numeric variables
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Code templates for statistical models
- simple linear regression
- multiple linear regression - predict numbers
- logistic regression - predict binary labels
- poisson regression - predict counts within an interval
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Included the start of a growing repository of probability models (Bayesian)
- Bayesian T Test (using BEST)
- ChannelAttribution model using markov chains
- CausalImpact inference vignette
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Adding some examples applied to product and marketing analytics use cases
- rfv clustering of users with hclust