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Development12 months ago
Setup clugenr development | Code style
Examples in 2D12 months ago
Manipulating the direction of cluster-supporting lines | Using the direction parameter | Changing the angle_disp parameter and using a custom angle_deltas_fn function | Manipulating the length of cluster-supporting lines | Using the llength parameter | Changing the llength_disp parameter and using a custom llengths_fn function | Manipulating relative cluster positions | Using the cluster_sep parameter | Changing the cluster_offset parameter and using a custom clucenters_fn function | Lateral dispersion and placement of point projections on the line | Normal projection placement (default): proj_dist_fn = "norm" | Uniform projection placement: proj_dist_fn = "unif" | Custom projection placement using the Beta distribution | Controlling final point positions from their projections on the cluster-supporting line | Points on hyperplane orthogonal to cluster-supporting line (default): point_dist_fn = "n-1" | Points around projection on cluster-supporting line: point_dist_fn = "n" | Custom point placement using the exponential distribution | Manipulating cluster sizes | Direct specification of optional parameters
Examples in other dimensions12 months ago
Basic 1D example with density plot | 5D example with default optional arguments | 5D example with proj_dist_fn = "unif" and point_dist_fn = "n"
Merging and hierarchical cluster examples12 months ago
Merging two data sets generated with clugen() | Adding noise to a clugen()-generated data set | Merging with data not generated with clugen()
Theory3 years ago
Examples in 3D: part I3 years ago
Manipulating the direction of cluster-supporting lines | Using the direction parameter | Changing the angle_disp parameter and using a custom angle_deltas_fn function | Specifying a main direction for each cluster and changing angle_disp | Manipulating the length of cluster-supporting lines | Using the llength parameter | Changing the llength_disp parameter and using a custom llengths_fn function | Manipulating relative cluster positions | Using the cluster_sep parameter | Changing the cluster_offset parameter and using a custom clucenters_fn function
Examples in 3D: part II3 years ago
Lateral dispersion and placement of point projections on the line | Normal projection placement (default): proj_dist_fn = "norm" | Uniform projection placement: proj_dist_fn = "unif" | Custom projection placement using the Beta distribution | Controlling final point positions from their projections on the cluster-supporting line | Points on hyperplane orthogonal to cluster-supporting line (default): point_dist_fn = "n-1" | Points around projection on cluster-supporting line: point_dist_fn = "n" | Custom point placement using the exponential distribution | Manipulating cluster sizes
micompr: An R Package for Multivariate Independent Comparison of Observations4 years ago
Examples of generated Latex tables10 years ago