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Solve the Problem. -Three Randomly Selected Households Are Surveyed as a Pilot Project

question 29

Essay

Solve the problem.
-Three randomly selected households are surveyed as a pilot project for a larger survey to be conducted later.
The numbers of people in the households are 1, 4, and 8. Consider the values of 1, 4, and 8 to be a population.
Assume that samples of size n = 2 are randomly selected with replacement from the population of 1, 4, and 8.
The nine different samples are as follows: (1, 1), (1, 4), (1, 8), (4, 1), (4, 4), (4, 8), (8, 1), (8, 4), and (8, 8). (i) Find
the standard deviation of each of the nine samples, then summarize the sampling distribution of the standard
deviations in the format of a table representing the probability distribution. (ii) Compare the population
standard deviation to the mean of the sample standard deviations. (iii) Do the sample standard deviations
target the value of the population standard deviation? In general, do standard deviations make good estimators
of population standard deviation? Why or why not?


Definitions:

General

Pertaining to or affecting all or most people, places, or things; widespread.

Spearman's "g" Factor

A theory proposed by Charles Spearman that suggests human intelligence is a single general cognitive ability that can be measured and quantitatively expressed.

Early IQ Tests

Early IQ tests were assessments developed to measure intellectual abilities and potential, often criticized for their cultural and socioeconomic biases.

Cerebral Cortex

The outer layer of the cerebrum, playing a key role in memory, attention, perception, awareness, thought, language, and consciousness.

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