Answer to Question #172744 in Statistics and Probability for Krisha

Question

1. It is known from the records of the city schools that the standard test for mathematics test scores on problem solving is 5. A sample of 200 bright students was taken and it was found that the sample mean score is 75. Previous test showed out the population mean to be 70. Is it safe to conclude at 0.025 significance level that the sample is significantly different from the population?

Answer 1

Null hypothesis $H_0:\mu=70.$

Alternative hypothesis $H_a:\mu\ne70.$

Test statistic: $z=\frac{\bar x-\mu}{\frac{\sigma}{\sqrt{n}}}=\frac{75-70}{\frac{5}{\sqrt{200}}}=14.14.$

P-value: $p=2P(Z<-14.14)<0.0001.$

Since the P-value is less than 0.025, reject the null hypothesis.

It is safe to conclude at 0.025 significance level that the sample is significantly different from the population.