examining the fastest race in swimming

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Examining the Fastest Race in Swimming Calvin Lutz

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Examining the Fastest Race in Swimming. Calvin Lutz. Background on the Race. Shortest/fastest race in Swimming = 50 freestyle Two courses Short Course Yards “SCY” (25 yards/length) Long Course Meters “LCM” (50 meters/length) Most competitive meet in the world U.S. Olympic Trials - PowerPoint PPT Presentation

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Page 1: Examining the Fastest Race in Swimming

Examining the Fastest Race in Swimming

Calvin Lutz

Page 2: Examining the Fastest Race in Swimming

Background on the RaceShortest/fastest race in Swimming = 50

freestyle

Two courses Short Course Yards “SCY” (25 yards/length) Long Course Meters “LCM” (50 meters/length)

Most competitive meet in the world U.S. Olympic Trials

Most competitive “league” NCCA Division I

Page 3: Examining the Fastest Race in Swimming

The Race3 easily identifiable components

Reaction TimeEvent TimeStart

Power Track Relay

Page 4: Examining the Fastest Race in Swimming

Differences between starts?Can test for thisFriedman’s Test Procedure

n=20k=3

Hypothesis Testing

Page 6: Examining the Fastest Race in Swimming

Why a Nonparametric Setting?Blocking by swimmer

Could have large outliers, better to look at medians

Normality = NO

Page 7: Examining the Fastest Race in Swimming
Page 8: Examining the Fastest Race in Swimming

Friedman ResultsS = 19.90 DF = 2 P = 0.000

Rejection of Null Hypothesis

Follow up with Multiple Comparisons

Page 9: Examining the Fastest Race in Swimming

Follow Up Multiple Comparison obs.dif critical.dif difference1-2 11 15.14086 FALSE1-3 17 15.14086 TRUE2-3 28 15.14086 TRUE

1 = Track Start2 = Power Start3 = Relay Start

Page 10: Examining the Fastest Race in Swimming

Comparing with OT DataAgain, use nonparametric setting due to the

same reasons as DI.

Page 11: Examining the Fastest Race in Swimming

A Bunch of RepetitionTest Associations of:

Reaction TimeEvent TimeAge

Test Procedure: KendallBased on signs

Hypothesis Testing

Reason for two-sided approach?

Page 12: Examining the Fastest Race in Swimming

Reaction Time and Event TimeD1 Men

p-value = 0.7666Olympic Trials: Men

p-value = 0.6456Olympic Trials: Women

p-value = .6702

Page 13: Examining the Fastest Race in Swimming

Age and TimeD1 Men*

p-value = .01278Olympic Trials: Men*

p-value = .00162Olympic Trials: Women**

p-value = .08727

*= significant at .05 level** = significant at .1 level

Page 14: Examining the Fastest Race in Swimming

Reaction Time and AgeD1 Men

p-value = .6035Olympic Trials: Men

p-value = 0.3881Olympic Trials: Women**

p-value = .07806

**= significant at .1 level

Page 15: Examining the Fastest Race in Swimming

Summary of Significant AssociationD1 Men

Age and Time

Olympic Trials MenAge and Time

Olympic Trials WomenAge and Time (.1 level)Reaction Time and Age (.1 level)

Page 16: Examining the Fastest Race in Swimming

ConclusionSignificant negative association between Age

of a swimmer and their 50 freestyle timei.e. The older you are, the faster you are.

No other significant associations found involving reaction time.

Does the start matter?