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Statistics Chi-Square, Exercises of Statistics

This document contains questions about statistics and how to do them using the chi square formula step by step

Typology: Exercises

2019/2020

Available from 06/12/2023

silvia-maulani
silvia-maulani 🇮🇩

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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 :
𝐻0:𝑡ℎ𝑖𝑠 𝑦𝑒𝑎𝑟′𝑠 𝑑𝑖𝑠𝑡𝑟𝑖𝑏𝑢𝑡𝑖𝑜𝑛 𝑜𝑓 𝑒𝑑𝑢𝑐𝑎𝑡𝑖𝑜𝑛𝑎𝑙 𝑎𝑡𝑡𝑎𝑖𝑛𝑚𝑒𝑛𝑡 𝑖𝑠 𝑡ℎ𝑒 𝑠𝑎𝑚𝑒 𝑎𝑠 𝑡ℎ𝑒 2000 𝑑𝑖𝑠𝑡𝑟𝑖𝑏𝑢𝑡𝑖𝑜𝑛
𝐻1: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
11. Educational Attainment. The U.S. Census Bureau compiles census data on
educational attainment of Americans. From the document Current Population
Reports, we obtained the 2000 distribution of educational attainment for U.S. adults
25 years old and older. Here is that distribution.
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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

  1. Educational Attainment. The U.S. Census Bureau compiles census data on educational attainment of Americans. From the document Current Population Reports, we obtained the 2000 distribution of educational attainment for U.S. adults 25 years old and older. Here is that distribution.

(𝑂 − 𝐸)^2

𝐸 =^320.^11

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

HS

graduate

Some college

Associate’s degree

Bachelor’s degree

Advanced degree