Testing a Claim: Significance Test Name ______________________________ A. In the past, the mean score of the seniors at South High on the American College Testing (ACT) college entrance examination has been 20. This year a special preparation course is offered, and all 53 seniors planning to take the ACT test enroll in the course. The mean of their 53 ACT scores is 22.1. The principal believes that the new course has improved the students’ ACT scores. Assume that ACT scores for seniors at South High vary Normally with standard deviation 6. 1. Identify the population and parameter of interest. State hypotheses in both words and symbols for testing the principal’s claim. 2. Identify the appropriate statistical procedure and verify conditions for its use. 3. Calculate the test statistic and the P-value. Illustrate using the graph provided. .50 -3.0 3 .0 -.50 4. State your conclusions clearly in complete sentences. Inference Toolbox: Significance Test. (Chps. 11-15) To test a claim about an unknown population parameter. Step 1: Hypotheses, Identify the population of interest and the parameter you draw conclusions about. State Hypotheses. Step 2: Conditions, Choose the appropriate inference procedure. Check for: SRS, Normality, Independence. Step 3: Calculations, If conditions are met carry out the inference procedure Calculate the test statistic. Find the P-value. Step 4: Interpretation, Interpret your results in context of the problem. Interpret the P-value or make a decision about H0 using statistical significance. 3 C’s: conclusion, connection, and context. B… Here are the Degree of Reading Power (DRP) scores for an SRS of 44 third-grade students from a suburban school district: 40 26 39 14 42 18 25 43 46 27 19 47 19 26 35 34 15 44 40 38 31 46 52 25 35 35 33 29 34 41 49 28 52 47 35 48 22 33 41 51 27 14 54 45 Suppose that the standard deviation of scores in this school district is known to be = 11. The researcher believes that the mean score of all third-graders in this district is higher than the national mean, which is 32. Carry out a significance test of the researcher’s belief at the 0.05 significance level. C. Here are measurements (in millimeters) of a critical dimension for a random sample of 16 auto engine crankshafts: 224.120 224.001 224.017 223.98 223.989 223.961 223.960 224.089 223.987 223.976 223.902 223.980 224.098 224.057 223.913 223.999 The data come from a production process that is known to have standard deviation = 0.060 mm. The process mean is supposed to be = 224 mm but can drift away from this target during production. Is there sufficient evidence to conclude that the mean dimension is not 224 mm? Give appropriate statistical evidence to support your conclusion. D. Does the use of fancy type fonts slow down the reading of text on a computer screen? Adults can read four paragraphs of text in an average time of 22 seconds in the common Times New Roman font. Ask 25 adults to read this text in the ornate font named Gigi. Here are their times: 23.2 21.2 28.9 27.7 29.1 27.3 16.1 22.6 25.6 34.2 23.9 26.8 20.5 34.3 21.4 32.6 26.2 34.1 31.5 24.6 23.0 28.6 24.4 28.1 41.3 Suppose that reading times are Normal with = 6 seconds. Is there good evidence that the mean reading time for Gigi is greater than 22 seconds? Carry out an appropriate test to help you answer this question.