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Chi square analysis on occurrences of a rare disease in an rural area of 1000 people vs. national averages for this rare disease. Data is based on different age groups: 

National Avg. 

Age Ranges % with disease
0 2%
20 5%
40 15%
age >60 20%

Rural

Age Ranges % with disease
0 30
20< age 200
40 220
age >60  185

Looking at national data, what is expected value of rural with disease?

Is disease incidence significantly different than national? 

What are standardized residuals?

Interpret results. 

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