Consider a population of size N = 9 9,000 with a mean of mu = 152 and standard deviation of sigma = 15 . Compute the following z-values for either the population distribution or the sampling distributions of overline x with given sample size. Round solutions to two decimal places, if necessary. Suppose a random single observations is selected from the populationCalculate the z-value that corresponds to x = 153; z = Suppose a random single observations is selected from the population. Calculate the z-value that corresponds to x = 147 . z = Suppose a random sample of 93 observations is selected from the population. Calculate the z-value that corresponds to x = 150 . z = Suppose a random sample of 98 observations is selected from the populationCalculate the z-value that corresponds to overline x =152; z =
Definition Definition Measure of central tendency that is the average of a given data set. The mean value is evaluated as the quotient of the sum of all observations by the sample size. The mean, in contrast to a median, is affected by extreme values. Very large or very small values can distract the mean from the center of the data. Arithmetic mean: The most common type of mean is the arithmetic mean. It is evaluated using the formula: μ = 1 N ∑ i = 1 N x i Other types of means are the geometric mean, logarithmic mean, and harmonic mean. Geometric mean: The nth root of the product of n observations from a data set is defined as the geometric mean of the set: G = x 1 x 2 ... x n n Logarithmic mean: The difference of the natural logarithms of the two numbers, divided by the difference between the numbers is the logarithmic mean of the two numbers. The logarithmic mean is used particularly in heat transfer and mass transfer. ln x 2 − ln x 1 x 2 − x 1 Harmonic mean: The inverse of the arithmetic mean of the inverses of all the numbers in a data set is the harmonic mean of the data. 1 1 x 1 + 1 x 2 + ...
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