Compute Scagnostics on Pairs of Numeric Variables in a Data Set


[Up] [Top]

Documentation for package ‘cassowaryr’ version 2.0.0

Help Pages

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