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Over the past few years the percentage of students who leave Lakeland College at the endof the first year has increased. Last year Lakeland started a voluntary one-week orientationprogram to help first-year students adjust to campus life. If Lakeland is able to show thatthe orientation program has a positive effect on retention, they will consider makingthe program a requirement for all first-year students. Lakeland’s administration alsosuspects that students with lower GPAs have a higher probability of leaving Lakeland atthe end of the first year. In order to investigate the relation of these variables to retention,Lakeland selected a random sample of 100 students from last year’s entering class. Thedata are contained in the data set named Lakeland; a portion of the data follows.Student GPA Program Return1 3.78 1 12 2.38 0 13 1.30 0 04 2.19 1 05 3.22 1 16 2.68 1 1. . . .. . . .. . . .98 2.57 1 199 1.70 1 1100 3.85 1 1The dependent variable was coded as y 1 if the student returned to Lakeland for thesophomore year and y 0 if not. The two independent variables are:x2 0 if the student did not attend the orientation program1 if the student attended the orientation programx1 GPA at the end of the first semestera. Write the logistic regression equation relating x1 and x2 to y.b. What is the interpretation of E( y) when x2 0?c. Use both independent variables and Minitab to compute the estimated logit.d. Conduct a test for overall significance using a .05.e. Use a .05 to determine whether each of the independent variables is significant.f. Use the estimated logit computed in part (c) to compute an estimate of the probabilitythat students with a 2.5 grade point average who did not attend the orientation programwill return to Lakeland for their sophomore year. What is the estimated probability forstudents with a 2.5 grade point average who attended the orientation program?g. What is the estimate of the odds ratio for the orientation program? Interpret it.h. Would you recommend making the orientation program a required activity? Why orwhy not?
Charmers' Candy Store sells wrapped hard candies in the following flavors: strawberry, blueberry, lemon, lime, and orange. They advertise that there are equal proportions of each flavor in every size of their candy boxes.
A committe studying employer-employee relations proposed that a rating system be adopted. Each employee would rate his or her inmediate supervisor and in turn the supervisor would rate each employee.
Using one proportion z test to find whether or not to support the claim - There is little evidence to reject H 0 , therefore they conclude the tvs are 20 pounds on average.
What is the mean and standard deviation of the flow time? What is the probability that the total time will be less than 920 seconds?
What is the purpose of conducting an experiment? How does an experimental design accomplish its purpose and what are the advantages and disadvantages of an experimental design in an educational study?
A nationwide test taken by high school sophomores and juniors has three sections, each scored on a scale of 20 to 80. In a recent year, the national mean score for the writing section was 47.2 , with a standard deviation of 10.2.
A researcher conducts an independent measures research study and obtains t=2.070 with df=28. How many individuals participated in the entire research study?
What is the probability that a randomly selected adult who is "certain" or has "little doubt" that God exists has no more than a high school education?
Demostate the use of appropriate tools for converting data into meaningful information and select, defend and use appropriate statistical tools for analysis of data and interpretation.
The mean was 56 and the standard deviation was 20. On the second exam, she scored 82; the mean was 74 and the standard deviation was 5. On which exam did she do better?
If you had a sample size of 50 and did not know the standard deviation of the population, would you use a t or a z statistics in your analysis? Why?
A shipment of 250 netbooks contains 3 defective units. Determine how many ways a vending maching company can buy three of these units and receive a) no defective units b) all defective units c) at least one good unit.
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