Asked by Romain Ndoutoume on Jul 04, 2024

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The idea that if variation is caused by several random factors, they will generally cancel each other out and most measurements will be near the middle of the range of variation is called the _____.

A) standard deviation
B) 68-95-99.7 rule
C) central limit theorem
D) focal point process
E) normal distribution

Central Limit Theorem

A statistical principle that states the distribution of sample means approximates a normal distribution as the sample size becomes larger, regardless of the population's distribution.

68-95-99.7 Rule

A statistical rule stating that in a normal distribution, approximately 68% of the data falls within one standard deviation of the mean, 95% within two, and 99.7% within three.

Variation

Changes or deviations from a standard, plan, or original estimate that require adjustments to a project or process.

  • Recognize and elucidate different types of distributions, such as normal and standard normal distributions.
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RK
Roxane Keely-RaynerJul 07, 2024
Final Answer :
C
Explanation :
The central limit theorem states that if the variation in a dataset is caused by several random factors, they will generally cancel each other out and most measurements will be near the middle of the range of variation. It is a fundamental concept in statistics and is used to model many natural phenomena, including the distribution of measurements in scientific experiments. The other options, such as standard deviation and normal distribution, are related but do not specifically address the idea of canceling out random factors.