BasketballAnalyzeR0.5.0 package

Analysis and Visualization of Basketball Data

assistnet

Investigates the network of assists-shots in a team

barline

Draws a bar-line plot

bubbleplot

Draws a bubble plot

corranalysis

Correlation analysis

CreateRadialPlot

R function CreateRadialPlot by William D. Vickers, freely downloadable...

densityplot

Computes and plots kernel density estimation of shots with respect to ...

drawNBAcourt

Add lines of NBA court to an existing ggplot2 plot

expectedpts

Plots expected points of shots as a function of the distance from the ...

fourfactors

Calculates possessions, pace, offensive and defensive rating, and Four...

hclustering

Agglomerative hierarchical clustering

inequality

Inequality analysis

is.assistnet

Reports whether x is a 'networkdata' object

is.corranalysis

Reports whether x is a 'corranalysis' object

is.fourfactors

Reports whether x is a 'fourfactors' object

is.hclustering

Reports whether x is a 'hclustering' object

is.inequality

Reports whether x is a 'inequality' object.

is.kclustering

Reports whether x is a 'kclustering' object

is.MDSmap

Reports whether x is a 'MDSmap' object

is.simplereg

Reports whether x is a 'simplereg' object

is.variability

Reports whether x is a 'variability' object

kclustering

K-means cluster analysis

MDSmap

Multidimensional scaling (MDS) in 2 dimensions

PbPmanipulation

Adapts the standard file supplied by BigDataBall to the format require...

plot.assistnet

Plots a network from a 'assistnet' object

plot.corranalysis

Plots the correlation matrix and the correlation network from a 'corra...

plot.fourfactors

Plot possessions, pace, offensive and defensive rating, and Four Facto...

plot.hclustering

Plots hierarchical clustering from a 'hclustering' object

plot.inequality

Plot Lorenz curve from a 'inequality' object

plot.kclustering

Plot k-means clustering from a 'kclustering' object

plot.MDSmap

Draws two-dimensional plots for multidimensional scaling (MDS) from a ...

plot.simplereg

Plot simple regression from a 'simplereg' object

plot.variability

Plots a variability diagram from a 'variability' object

radialprofile

Draws radial plots for player profiles

scatterplot

Draws a scatter plot or a matrix of scatter plots

scoringprob

Plots scoring probability of shots as a function of a given variable

shotchart

Plots different kinds of charts based on shot coordinates

simplereg

Simple linear and nonparametric regression

variability

Variability analysis

Contains data and code to accompany the book P. Zuccolotto and M. Manisera (2020) Basketball Data Science. Applications with R. CRC Press. ISBN 9781138600799.