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This document contains questions about statistics and how to do them using the chi square formula step by step
Typology: Exercises
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A random sample of 500 U.S. adults (25 years old and older) taken this year gave the following frequency distribution.
Decide, at the 5% significance level, whether this year’s distribution of educational attainment differs from the 2000 distribution.
Answer :
𝐻 0 : 𝑡ℎ𝑖𝑠 𝑦𝑒𝑎𝑟′𝑠 𝑑𝑖𝑠𝑡𝑟𝑖𝑏𝑢𝑡𝑖𝑜𝑛 𝑜𝑓 𝑒𝑑𝑢𝑐𝑎𝑡𝑖𝑜𝑛𝑎𝑙 𝑎𝑡𝑡𝑎𝑖𝑛𝑚𝑒𝑛𝑡 𝑖𝑠 𝑡ℎ𝑒 𝑠𝑎𝑚𝑒 𝑎𝑠 𝑡ℎ𝑒 2000 𝑑𝑖𝑠𝑡𝑟𝑖𝑏𝑢𝑡𝑖𝑜𝑛 𝐻 1 : 𝑡ℎ𝑖𝑠 𝑦𝑒𝑎𝑟′𝑠 𝑑𝑖𝑠𝑡𝑟𝑖𝑏𝑢𝑡𝑖𝑜𝑛 𝑜𝑓 𝑒𝑑𝑢𝑐𝑎𝑡𝑖𝑜𝑛𝑎𝑙 𝑎𝑡𝑡𝑎𝑖𝑛𝑚𝑒𝑛𝑡 𝑖𝑠 𝑑𝑖𝑓𝑓𝑒𝑟𝑒𝑛𝑡 𝑓𝑟𝑜𝑚 𝑡ℎ𝑒 2000 𝑑𝑖𝑠𝑡𝑟𝑖𝑏𝑢𝑡𝑖𝑜𝑛 We are to perform the test as the 5% significance level so 𝛼 = 0. 05
Critical value is 𝑥𝛼^2 with df = 6-1= 𝑥 02.^05 = 11.
Highest level x
Observed frequency O
Expected frequency E
Difference O-E
Square of difference (O-E)^2
Chi-square subtotal (O-E)^2 /E Not HS graduate
graduate
Some college
Associate’s degree
Bachelor’s degree
Advanced degree