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Material Type: Assignment; Class: Applied Multivariate Methods; Subject: Statistics; University: University of Tennessee - Knoxville; Term: Unknown 1989;
Typology: Assignments
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A researcher is interested in the effects of different therapeutic treatment methods and how they
interact with varying dosages of a drug. Patients in a study are assigned to one of four therapeutic
treatment methods (A, B, C) and are given a drug before each of four different office visits. The
dosage is varied across visits. In other words, each participant receives four different dosages of the
drug. However, the order of dosage is randomized across time. Each patient is measured on a key
response indicator at each office visit.
The data set doses contains the data for 48 patients. The following variables are in the data set:
Method therapeutic treatment method A, B, or C
D1 response at 10 mg dosage of the drug
D2 response at 20 mg dosage of the drug
D3 response at 50 mg dosage of the drug
D4 response at 100 mg dosage of the drug
Perform multivariate repeated measures analysis on the doses data using Method as a between- subjects variable and D1 - D4 as the repeated measurements variables. Use polynomial contrasts with the numeric values 10, 20, 50, and 100 to set the spacing for the orthogonal polynomial contrasts.
Provide a means plot, displaying the mean on the vertical axis, the dose on the horizontal axis, with different symbols for each of the three methods. Connect the means for each method with straight lines.