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Table 2 ANOVA test results to the split and overall race time

From: Comparing the Performance Gap Between Males and Females in the Older Age Groups in IRONMAN® 70.3: An Internet-Based Cross-Sectional Study of More Than 800,000 Race Records

Finish time

sum_sq

Df

F

p value

Intercept

4.01e+12

1

488,589

 < 0.001

AgeGroup

4.94e+10

11

547

 < 0.001

Sex

2.16e+10

1

2627

 < 0.001

AgeGroup:Sex

1.18e+09

11

13

 < 0.001

Residual

6.76e+12

823,435

NaN

NaN

Swim time

Intercept

4.17e+10

1

186,850

 < 0.001

AgeGroup

1.32e+09

11

536

 < 0.001

Sex

3.73e++07

1

167

 < 0.001

AgeGroup:Sex

1.25e+08

11

51

 < 0.001

Residual

1.84e+11

823,435

NaN

NaN

Bike time

Intercept

1.09e+12

1

646,399

 < 0.001

AgeGroup

3.62e+09

11

195

 < 0.001

Sex

7.76e+09

1

4619

 < 0.001

AgeGroup:Sex

1.66e+08

11

9

 < 0.001

Residual

1.38e+12

823,435

NaN

NaN

Run time

Intercept

5.10e+11

1

220,121

 < 0.001

C(AgeBand)

1.66e+10

11

650

 < 0.001

C(Sex)

2.61e+09

1

1128

3.44e− < 0.001

C(AgeBand):C(Sex)

7.72e+08

11

30

 < 0.001

Residual

1.91e+12

823,435

NaN

NaN

  1. 'FinishTime ~ C(AgeBand) + C(Sex) + C(AgeBand):C(Sex)';'SwimTime ~ C(AgeBand) + C(Sex) + C(AgeBand):C(Sex)'; 'BikeTime ~ C(AgeBand) + C(Sex) + C(AgeBand):C(Sex)'; 'RunTime ~ C(AgeBand) + C(Sex) + C(AgeBand):C(Sex)'