Which of the following statements below are correct about Student's t-models? Select all that are true (select all statements that are correct).   The t-model has a unimodal probability density function.   As the degrees of freedom increase, the t-model will have a higher peak and larger spread.   Approximately 68% of the data is within one standard deviation of the population mean.   The t-model has a multi-modal probability density function.   The critical values determined through a t-model are influenced by changes in the sample size.   As the sample size decreases, the t-model begins to resemble the bimodal distribution more closely.

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 + ...