Question

In: Statistics and Probability

We measure the self-esteem scores for a sample of freshman. The population of college students has...

  1. We measure the self-esteem scores for a sample of freshman. The population of college students has a mean self-esteem score of µ = 55 and σ = 135. The data for our freshman are as follows:         44           55                39           17           27           38           36           24           36
    1. Summarize the sample data (that is, find the mean and standard deviation).

  1. If we ask whether our sample of freshmen is different from the typical college student, is that a one-tail test or a two-tail test? Two tail test

  1. Do the 4 step hypothesis testing procedure and summarize your conclusion in an APA-styled summary. Use α = .05. Remember, there are additional steps that need to be done if the finding is significant.
  1. d. What happens if we change α to α = .01? What is our decision then?

Solutions

Expert Solution

Summarize the sample data (that is, find the mean and standard deviation).


If we ask whether our sample of freshmen is different from the typical college student, is that a one-tail test or a two-tail test? Two tail test


Do the 4 step hypothesis testing procedure and summarize your conclusion in an APA-styled summary. Use α = .05. Remember, there are additional steps that need to be done if the finding is significant.

Results in APA

A single sample t-test was conducted to determine if a statistically significant difference existed between self-esteem scores of freshman from a sample used in the study and the general population.

The sample of freshman reported a self esteem score ( M=35.11 , SD=11.27 ) compared to the population in general, t(8) =-5.295 ,p= 0.0007


d. What happens if we change α to α = .01? What is our decision then?

The pvalue = 0.0007 which is less than significance level of 0.01, hence we still reject the null hypothesis. The decision remains the same.


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