class: center, middle, inverse, title-slide # Mixture models (optional lesson) --- # Alt <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-mixture-data-1.png" width="100%" /> --- # Alt <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-unimodal-1.png" width="100%" /> --- # Alt <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-fit-univar-1.png" width="100%" /> --- # plot of chunk fit-dlnorm <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-fit-dlnorm-1.png" width="100%" /> --- # Alt <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-mixture-animation-1.png" width="100%" /> --- # Alt <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-mix-converged-1.png" width="100%" /> --- # plot of chunk fit-mixem <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-fit-mixem-1.png" width="100%" /> --- # plot of chunk mix-expt <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-mix-expt-1.png" width="100%" /> --- # plot of chunk reddim <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-reddim-1.png" width="100%" /> --- # plot of chunk pcs <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-pcs-1.png" width="100%" /> --- # plot of chunk norms <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-norms-1.png" width="100%" /> --- # plot of chunk mvnorm <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-mvnorm-1.png" width="100%" /> --- # plot of chunk mvnormcor <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-mvnormcor-1.png" width="100%" /> --- # plot of chunk mix2 <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-mix2-1.png" width="100%" /> --- # plot of chunk mix3 <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-mix3-1.png" width="100%" /> --- # plot of chunk mix3_2 <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-mix3_2-1.png" width="100%" /> --- # Alt <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-mixture-1.png" width="100%" /> --- # Alt <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-mixture-2.png" width="100%" /> --- # plot of chunk tsne <img src="data:image/png;base64,#/home/alan/Documents/github/carpentries/high-dimensional-stats-r/fig/rmd-10-tsne-1.png" width="100%" /> ---