I need a study guide based on the following concepts.

If you can give me a summary on how to solve problems for the following examples and possibility give an example for each one, that would be perfect.

1. Construct the frequency distribution:
   1. Compute the relative frequencies, cumulative frequencies.
   2. Compute the mean of the frequency distribution.
2. Construct the histogram of the data.
3. Construct the boxplot and modified boxplot (with outliers) of the data.
4. Determine if data has outlier (with 1.5 × IQR rule)
5. Construct the stem and leaf plot. From the stem and leaf plot find theQ1, Q2 (median) and Q3
6. Compute the mean, variance and the standard deviation of a raw (unorganized) data. Make sure to show work.
7. Find the percentage under Normal Distribution curve.
8. Find the raw score that corresponds to the certain percentage under the NormalDistribution curve.
9. Probability Rules:
   1. Addition, Multiplication rules.
   2. Using complement of the probabilities.
   3. Conditional probabilities.
10. Computing the mean and standard deviation of a probability distribution.
11. Computing a Binomial probability distribution. Computing the mean and standarddeviation of a binomial probability distribution.
12. Uniform Probability Distribution. Computing the mean and standard deviation ofa uniform probability distribution.

13. Confidence intervals for one sample proportion and the mean.

1. Confidence intervals for two-sample proportions and the means.
2. Hypothesis test for one sample proportion and the mean.
3. Hypothesis test for two-sample proportions.
4. Hypothesis test for two-sample means (Dependent samples).
5. Hypothesis test for two-sample means (Independent samples).