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How common is SAT coaching? A random sample of students who took the SAT college entrance examination twice found that 427of the respondents had paid for coaching courses and that the remaining 2733 had not. 1+ Construct and interpret a 99% confidence interval for the proportion of coaching among students who retake the SAT. Follow the four-step process.

Short Answer

Expert verified

The SAT is between(0.1194,0.1508)

Step by step solution

01

Given Information

x= Number of successes =427

n= Sample size =427+2733=3160

c=Confidence interval=99%=0.99

State We are interested in estimating the population proportion p at the 99%confidence level.

p=Proportion of coaching among students who retake the SAT

02

Explanation

Plan We are planning on calculation a one sample z-interval for a population proportion p.

Random condition: Satisfied, because the students come from a random sample.

10%condition: Satisfied, because the sample of3160students are less than 10%of the entire population of students.

Large counts condition: Satisfied, because np^=Number of successes =42710and n(1-p^)=Number of failures =273310

We note that all three conditions are satisfied.

localid="1650247130667" p^=xn=427427+2733=42731600.1351

For confidence level1-=99%=0.99determine z/2=z0.005using table A (look up $0.005$ in the table, the z-score is then the foundz-score with opposite sign:

z/2=z0.005=2.575

The margin of error is then:

localid="1650247145286" E=z/2p^(1-p^)n=2.5750.1351(1-0.1351)31600.0157

The confidence interval is then:

localid="1650247169639" 0.1194=0.1351-0.0157=p^-E<p<p^+E=0.1351+0.0157=0.1508

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