Which Rejection Region is Most Appropriate for Tennis Racket String Preference?

  • Thread starter Thread starter needhelp83
  • Start date Start date
  • Tags Tags
    population
Click For Summary
SUMMARY

The discussion centers on determining the most appropriate rejection region for a hypothesis test regarding tennis racket string preferences among 20 players. The null hypothesis (Ho) states that at most 50% of players prefer gut strings (p = 0.5), while the alternative hypothesis (Ha) suggests that p < 0.5. The most suitable rejection region is {0,1,2,3,4,5}, as it effectively captures the lower tail of the distribution, indicating a strong preference for nylon strings. The other regions are inappropriate because they either do not align with the hypothesis or do not provide a clear test of the null hypothesis.

PREREQUISITES
  • Understanding of hypothesis testing and null/alternative hypotheses
  • Familiarity with rejection regions in statistical tests
  • Knowledge of Type I error and significance levels
  • Basic concepts of Bernoulli trials and proportions
NEXT STEPS
  • Study the concept of rejection regions in hypothesis testing
  • Learn about calculating Type I error probabilities for different rejection regions
  • Explore significance levels and their implications in hypothesis testing
  • Review Bernoulli distributions and their applications in proportion testing
USEFUL FOR

Statisticians, data analysts, and researchers involved in hypothesis testing and statistical inference, particularly in sports analytics or preference studies.

needhelp83
Messages
193
Reaction score
0
Each of a group of 20 tennis players is given 2 rackets, 1 having nylon strings and the having gut strings. After several weeks of playing with 2 rackets, each player will be asked to state a preference for one of 2 types of strings. Let p denote the proportion of all such players who prefer gut, and let X be number of players in the sample who prefer gut. Because gut is more expensive consider the null hypotheses that at most 50 % of all such players prefer gut. We simplify this to Ho: p= .5 planning to reject Ho only if sample evidence strongly favors gut strings.

a) Which of the rejection regions {15,16,17,18,19,20}, {0,1,2,3,4 5} or {0,1,2,3,17,18,19,20} is most appropriate and why are the other two not appropriate?

b)What is the probability of a type I error for the chosen region of part a? Does the region specify a .05 test? Is it the best level .05 test?

d) If 13 out of the 20 players prefer gut, should Ho be rejected using a significance level of .10?


My breakdown of the problem is as follows:
Ho: p=.5
Ha: p<.5

Looking at part d \hat{p} = 13/20=0.65

T\alpha=T 19,.1 = 1.328

T=\frac{.65-.5}{\sqrt{\frac{.5(1-.5}{20}}}= 1.342

1.342 > .5, We reject Ho

We can conclude that that the gut string is more preferable than the nylon string.

What do I do with part a) and am I on track with part d bc it seems as though I should be solving for p<.5
 
Physics news on Phys.org
Any help...how would I start out figuring these rejection regions?
 
Alright is there any suggestions for part a? A formula? I know it has to do with Bernoulli and it is 50-50.
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
7K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 10 ·
Replies
10
Views
5K
Replies
6
Views
5K
  • · Replies 2 ·
Replies
2
Views
3K
  • · Replies 7 ·
Replies
7
Views
4K
  • · Replies 2 ·
Replies
2
Views
4K
  • · Replies 7 ·
Replies
7
Views
4K
  • · Replies 2 ·
Replies
2
Views
5K
  • · Replies 28 ·
Replies
28
Views
5K