Table 5.
Relative influence
*
of the association of match statistics for match wins at the 2017 Australian Open.
Player Group
Type
Match Statistic
Relative Influence
Junior Boys
Simple Percentage
Total Points Won
66
First Serve Points Won
30
Winners vs Unforced Errors
2
Second Serve Point Won
2
Junior Boys
Clutch Average
Total Points Won
87
Break Points Won
10
Winners vs Unforced Errors
2
First Serve Points Won
1
Professional Men
Simple Percentage
Total Points Won
100
Professional Men
Clutch Average
Total Points Won
68
Break Points Won
16
First Serve Points Won
10
Winners vs Unforced Errors
6
Junior Girls
Simple Percentage
First Serve Points Won
85
Total Points Won
15
Junior Girls
Clutch Average
Total Points Won
74
First Serve Points Won
26
Professional Women
Simple Percentage
Total Points Won
93
Winners vs Unforced Errors
4
First Serve Points Won
3
Professional Women
Clutch Average
Total Points Won
88
First Serve Points Won
10
Winners vs Unforced Errors
2
* The frequency factor was selected across models in a generalized boosted regression