[Step-by-Step] Consider the following grouped data frequency distribution where x_i and f_i are the i^text th observation and frequency, respectively: We
Question: Consider the following grouped data frequency distribution where \(x_{i}\) and \(f_{i}\) are the \(i^{\text {th }}\) observation and frequency, respectively:
We know that \(\sum_{i=1}^{5} f_{i} x_{i}=55\) and \(\sum_{i=1}^{5} f_{i} x_{i}^{2}=375\). Given the above information, is it possible to find values of \(f_{3}\) and \(f_{4} ?\) If so, explain how to calculate them. Then, answer the following questions:
- Calculate the mean, median, and mode.
- Calculate the geometric and harmonic mean.
- Is the distribution symmetrical or non-symmetrical? Why? Why not?
- Calculate variance, standard deviation, mean deviation and coefficient of variation.
- Calculate the Pearson's and software coefficients of skewness.
- Calculate \(15^{\text {th }}\) percentile, \(3^{\text {rd }}\) quartile, and \(4^{\text {th }}\) decile.
- Does Empirical Rule work here? Why? Why not?
- Does Chebyshev's Theorem work here? Why? Why not?
Deliverable: Word Document 