anscombe_tidy |
Data from Anscombe's famous example in tidy format |
calc_scags |
Compute selected scagnostics on subsets |
calc_scags_wide |
Compute scagnostics on all possible scatter plots for the given data |
datasaurus_dozen |
datasaurus_dozen data |
datasaurus_dozen_wide |
datasaurus_dozen data |
draw_alphahull |
Drawing the alphahull |
draw_convexhull |
Drawing the Convex Hull |
draw_mst |
Drawing the MST |
features |
Simulated data with special features |
numbat |
A toy data set with a numbat shape hidden among noise variables |
pk |
Parkinsons data from UCI machine learning archive |
scree |
Pre-processing to generate scagnostic measures |
sc_clumpy |
Compute clumpy scagnostic measure using MST |
sc_clumpy.default |
Compute clumpy scagnostic measure using MST |
sc_clumpy.igraph |
Compute clumpy scagnostic measure using MST |
sc_clumpy.scree |
Compute clumpy scagnostic measure using MST |
sc_clumpy2 |
Compute adjusted clumpy measure using MST |
sc_clumpy2.default |
Compute adjusted clumpy measure using MST |
sc_clumpy2.igraph |
Compute adjusted clumpy measure using MST |
sc_clumpy2.scree |
Compute adjusted clumpy measure using MST |
sc_clumpy_r |
Compute robust clumpy scagnostic measure using MST |
sc_clumpy_r.default |
Compute robust clumpy scagnostic measure using MST |
sc_clumpy_r.igraph |
Compute robust clumpy scagnostic measure using MST |
sc_clumpy_r.scree |
Compute robust clumpy scagnostic measure using MST |
sc_convex |
Compute convex scagnostic measure |
sc_convex.default |
Compute convex scagnostic measure |
sc_convex.list |
Compute convex scagnostic measure |
sc_convex.scree |
Compute convex scagnostic measure |
sc_dcor |
Distance correlation index. |
sc_monotonic |
Measure of Spearman Correlation |
sc_outlying |
Compute outlying scagnostic measure using MST |
sc_outlying.default |
Compute outlying scagnostic measure using MST |
sc_outlying.igraph |
Compute outlying scagnostic measure using MST |
sc_outlying.scree |
Compute outlying scagnostic measure using MST |
sc_skewed |
Compute skewed scagnostic measure using MST |
sc_skewed.default |
Compute skewed scagnostic measure using MST |
sc_skewed.igraph |
Compute skewed scagnostic measure using MST |
sc_skewed.scree |
Compute skewed scagnostic measure using MST |
sc_skinny |
Compute skinny scagnostic measure |
sc_skinny.default |
Compute skinny scagnostic measure |
sc_skinny.list |
Compute skinny scagnostic measure |
sc_skinny.scree |
Compute skinny scagnostic measure |
sc_sparse |
Compute sparse scagnostic measure using MST |
sc_sparse.default |
Compute sparse scagnostic measure using MST |
sc_sparse.igraph |
Compute sparse scagnostic measure using MST |
sc_sparse.scree |
Compute sparse scagnostic measure using MST |
sc_sparse2 |
Compute adjusted sparse measure using the alpha hull |
sc_sparse2.default |
Compute adjusted sparse measure using the alpha hull |
sc_sparse2.list |
Compute adjusted sparse measure using the alpha hull |
sc_sparse2.scree |
Compute adjusted sparse measure using the alpha hull |
sc_splines |
Spline based index. |
sc_striated |
Compute striated scagnostic measure using MST |
sc_striated.default |
Compute striated scagnostic measure using MST |
sc_striated.igraph |
Compute striated scagnostic measure using MST |
sc_striated.scree |
Compute striated scagnostic measure using MST |
sc_striated2 |
Compute angle adjusted striated measure using MST |
sc_striated2.default |
Compute angle adjusted striated measure using MST |
sc_striated2.igraph |
Compute angle adjusted striated measure using MST |
sc_striated2.scree |
Compute angle adjusted striated measure using MST |
sc_stringy |
Compute stringy scagnostic measure using MST |
sc_stringy.default |
Compute stringy scagnostic measure using MST |
sc_stringy.igraph |
Compute stringy scagnostic measure using MST |
sc_stringy.scree |
Compute stringy scagnostic measure using MST |
sc_striped |
Measure of Discreteness |
top_pairs |
Calculate the top scagnostic for each pair of variables |
top_scags |
Calculate the top pair of variables or group for each scagnostic |