Analysis and Visualization of Basketball Data

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Documentation for package ‘BasketballAnalyzeR’ version 0.5.0

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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 from the web
densityplot Computes and plots kernel density estimation of shots with respect to a concurrent variable
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 basket (default) or another variable
fourfactors Calculates possessions, pace, offensive and defensive rating, and Four Factors
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
Obox Opponents box scores dataset - NBA 2017-2018
Pbox Players box scores dataset - NBA 2017-2018
PbP.BDB Play-by-play dataset - NBA 2017-2018
PbPmanipulation Adapts the standard file supplied by BigDataBall to the format required by BasketballAnalyzeR
plot.assistnet Plots a network from a 'assistnet' object
plot.corranalysis Plots the correlation matrix and the correlation network from a 'corranalysis' object
plot.fourfactors Plot possessions, pace, offensive and defensive rating, and Four Factors from a 'fourfactors' object
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 'MDSmap' object
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
Tadd Tadd dataset - NBA 2017-2018
Tbox Teams box scores dataset - NBA 2017-2018
variability Variability analysis