Stat 201 Chapter 6 – Flashcards
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Standard Normal Distribution
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-Symmetric and bell shaped graph
-mean = 0
-Standard deviation = 1
?Area, probability,? percentages, and relative frequencies are all used interchangeably when working with normal distributions.
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Graph of a Uniform destribution
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The graph of a uniform distribution is rectangular because the values are spread evenly over a range. That means every value in the range is equally likely.
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Normal destribution
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Areas, probability, and relative frequencies can be used interchangeably when working with normal? distributions
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Nonstandard normal destribution
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Mean differs from 0 and SD deffers from 1
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Finding the area of the shaded region
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is equivalent to finding probabilities associated with distributions that are standard normal distributions because there is a correspondence between area and probability.
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Z-Score
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A? z-score is not an area under the normal curve. Distances along the horizontal axis are represented by? z-scores, while regions under the curve are represented by areas.
-A? z-score is a conversion that standardizes any value from a normal distribution to a standard normal distribution.
-If values are converted to standard? z-scores, then procedures for working with all normal distributions are the same as those for the standard normal distribution.
-The area in any normal distribution bounded by some score x is the same as the area bounded by the equivalent? z-score in the standard normal distribution.
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If you are asked to find the 85th? percentile, you are being asked to find?
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a data value associated with an area of 0.85 to its left
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sampling distribution of a statistic
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(such as a sample mean or sample? proportion) is the distribution of all values of the statistic when all possible samples of the same size n are taken from the same population.? (The sampling distribution of a statistic is typically represented as a probability distribution in the format of a? table, probability? histogram, or? formula.)
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Sampling distribution of the proportion
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is the distribution of sample? proportions, with all samples having the same sample size n taken from the same population.
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Central limit theoram
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The central limit theory applies whenever n greater than>30. Because n greater than >? 30, the sampling distribution of the mean ages can be approximated by a normal distribution with mean ? and standard deviation
(Standard Deviation)/Square root of n
if the sample size is large? enough, the distribution of sample means can be approximated by a normal? distribution, even if the original population is not normally distributed.
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What are the descriptors of a normal distribution of a random? variable?
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-The graph of the distribution is symmetric.
-The graph is centered around the mean.
-The graph of the distribution is? bell-shaped.
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Which of the terms can be used interchangeably when working with normal? distributions?
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areas, probability, and relative frequencies