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The following regression results relate to a study of the salaries of public school teachers in a midwestern city (the sample size was 450 teachers):

  1. The following regression results relate to a study of the salaries of public school teachers in a midwestern city (the sample size was 450 teachers):

    Variable Coefficient Standard Error t-ratio
    Constant 20,720 6,820 3.04
    EXP 805 258

    R-squared = 0.684; n = 105. Standard error of the estimate = 2,000. EXP is the experience of teachers in years of full-time teaching.

    1. What is the t-ratio for EXP? Does it indicate that experience is a statistically significant determinant of salary if a 95 percent confidence level is desired?

    2. What percentage of the variation in salary is explained by this model?

    3. Determine the point estimate of a salary for a teacher with 20 years of experience.

    4. What is the approximate 95 percent confidence interval for your point estimate from part (c)?

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