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Unit 4 Categorical Data Analysis - UMass

BIOSTATS 640 - Spring 2020 4. Categorical Data Analysis - R Users Page 1 of 78 Nature Population/ Sample Observation/ Data Relationships/ Modeling Analysis / Synthesis Unit 4 Categorical Data Analysis Don t ask what it means, but rather how it is used - L. Wittgenstein Is frequency of exercise associated with better health? Is the proportion of adults who visit their doctor more than once a year, significantly lower among the frequent exercisers than among the non-exercisers? Is alcohol associated with higher risk of lung cancer? Is the apparent association misleading because we have failed to account for the relationship between drinking and smoking? Is greater exposure to asbestos associated with the development of pleural plaques?

Categorical Data Analysis - R Users Page 6 of 78 Nature Population/ Sample Observation/ Data Relationships/ Modeling Analysis/ Synthesis Example - The Product of 2 Binomials is used for the 2 Independent Counts in a Cohort Trial In a randomized controlled trial, is minoxidil better than standard care for the treatment of hair loss?

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