fiveMinuteStats
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stephens999
A repo of short "vignettes" illustrating statistical concepts
SISG 2022: Module 10, MCMC for Genetics TS Eliot: "We shall not cease from exploration And the end of all our exploring Will be to arrive where we started And...
it would be nice to have a separate vignette explaining this currently covered here: https://stephens999.github.io/fiveMinuteStats/Importance_sampling.html#example:_computing_with_means_on_log_scale
could do with a vignette on data augmentation more generally (ie more than just mixture models) to illustrate the idea. Ideas: mixture models, Factor analysis, non-negative matrix factorization?
Can you create a R example for The Dirichlet Distribution post?
Hi Matthew, I am not sure whether you are aware of this StatQuest website. It was created by Josh Starmer "as an attempt to explain statistics to genetics researchers". I...
Hi Matthew, I'm not sure I'm doing this right but I updated the Coalescent page and added pictures plus another paragraph that walks through the example in the picture. I...
* Added introductory vignette for Brownian motion * Added introductory vignette for Ornstein-Uhlenbeck process * Added a vignette introducing the application of BM and OU in analyzing phylogeny data
Hi Matthew, I have added two teaching vignettes for Dirichlet processes. Please take a look at these and let me know if further improvement is needed. Thanks you very much!...
the shiny app is really nice at: https://stephens999.github.io/fiveMinuteStats/shiny_normal_example.html but the background needs tidying. A better statement of the model and data. And use tau consistently for the precision (not tau^2,...
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A repo of short "vignettes" illustrating statistical concepts