Files in LearnPCA

Functions, Data Sets and Vignettes to Aid in Learning Principal Components Analysis (PCA)

NEWS.md R/project_data_onto_axes.R R/affine_transformations.R R/generate_2D_ellipse.R R/PCAtoXhat.R R/LearnPCA-package.R R/check_npnp.R R/PCsearch.R R/XtoPCAtoXhat.R R/demo_PC_search.R R/define_new_axes.R inst/doc/Vig_01_Start_Here.R inst/doc/Vig_06_Math_Behind_PCA.R inst/doc/Vig_01_Start_Here.Rmd inst/doc/Vig_02_Conceptual_Intro_PCA.R inst/doc/Vig_08_Notes.pdf inst/doc/Vig_03_Step_By_Step_PCA.R inst/doc/Vig_03_Step_By_Step_PCA.Rmd inst/doc/Vig_03_Step_By_Step_PCA.pdf inst/doc/Vig_04_Scores_Loadings.R inst/doc/Vig_05_Visualizing_PCA_3D.Rmd inst/doc/Vig_08_Notes.Rmd inst/doc/Vig_06_Math_Behind_PCA.pdf inst/doc/Vig_06_Math_Behind_PCA.Rmd inst/doc/Vig_07_Functions_PCA.R inst/doc/Vig_01_Start_Here.pdf inst/doc/Vig_02_Conceptual_Intro_PCA.pdf inst/doc/Vig_04_Scores_Loadings.Rmd inst/doc/Vig_08_Notes.R inst/doc/Vig_05_Visualizing_PCA_3D.pdf inst/doc/Vig_05_Visualizing_PCA_3D.R inst/doc/Vig_04_Scores_Loadings.pdf inst/doc/Vig_02_Conceptual_Intro_PCA.Rmd inst/doc/Vig_07_Functions_PCA.pdf inst/doc/Vig_07_Functions_PCA.Rmd inst/www/user_guide.md inst/www/parameters.md inst/tinytest/test-XtoPCAtoXhatVsPCAtoXhat.R inst/tinytest/test-affine_transformations.R inst/tinytest/test-PCAtoXhat.R inst/tinytest/test-XtoPCAtoXhat.R tests/tinytest.R vignettes/works_consulted.md vignettes/Vig_01_Start_Here.Rmd vignettes/refer_to_works_consulted.md vignettes/Vig_03_Step_By_Step_PCA.Rmd vignettes/Vig_05_Visualizing_PCA_3D.Rmd vignettes/Vig_08_Notes.Rmd vignettes/top_matter.md vignettes/Vig_06_Math_Behind_PCA.Rmd vignettes/Vig_04_Scores_Loadings.Rmd vignettes/Vig_02_Conceptual_Intro_PCA.Rmd vignettes/scores_loadings_functions.R vignettes/Vig_07_Functions_PCA.Rmd man/PCsearch.Rd man/XtoPCAtoXhat.Rd man/LearnPCA-package.Rd man/PCAtoXhat.Rd