The Central Limit Theorem

question 34

Multiple Choice

The central limit theorem

• A)states conditions under which a variable involving the sum of Y1,... ,Yn i.i.d.variables becomes the standard normal distribution.
• B)postulates that the sample mean is a consistent estimator of the population mean .
• C)only holds in the presence of the law of large numbers.
• D)states conditions under which a variable involving the sum of Y1,... ,Yn i.i.d.variables becomes the Student t distribution.

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Definitions:

Ethnic Background

The cultural heritage or nationality to which an individual belongs, often shared through a common ancestry or traditions.

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A sense of belonging or attachment to a group based on cultural, linguistic, or ancestral traits.

Aboriginal Canadians

Indigenous peoples in Canada, including First Nations, Inuit, and Métis, who have unique cultures, languages, and histories.

Jamaican Canadians

Individuals of Jamaican descent who are either born in or have migrated to Canada, contributing to Canada's multicultural society.