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The Following Data Represent the Ages (In Years) of a Sample

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The following data represent the ages (in years) of a sample of 25 employees from a government
department: 31435623494233614428483844354064524247395327363520\begin{array} { | l | l | l | l | l | l | l | l | l | l | } \hline 31 & 43 & 56 & 23 & 49 & 42 & 33 & 61 & 44 & 28 \\\hline 48 & 38 & 44 & 35 & 40 & 64 & 52 & 42 & 47 & 39 \\\hline 53 & 27 & 36 & 35 & 20 & & & & & \\\hline\end{array} Find the coefficient of variation.

Understand the calculation and interpretation of confidence intervals for population means.
Understand the assumptions and conditions under which the t-distribution is used.
Learn the conditions under which hypothesis tests about population means are valid.
Understand the meaning and calculation of the test statistic in hypothesis testing.

Definitions:

Presidential Election

The process by which the President of the United States is elected, typically held every four years.

Republican Party

One of the two major contemporary political parties in the United States, historically committed to conservativism and pro-business policies, with its origins in the anti-slavery movement of the mid-19th century.

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The trends or habits in voting behavior among specific groups of people or regions, often studied to understand political shifts or preferences.

Colored Merchants Association

An early 20th-century organization founded by African Americans to support and promote black-owned businesses against racial discrimination.

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