Answered

Describe two ways you can find conditional relative frequencies.

1. First way: Find the ratio of the joint relative frequency to the marginal relative frequency for the row.
2. Second way: Find the ratio of the joint relative frequency to the marginal relative frequency for the column.



Answer :

Sure! Let's describe in detail two different methods for finding conditional relative frequencies.

### First Way:

1. Identify the Joint Relative Frequency:
- The joint relative frequency is the frequency of a specific combination of two categorical variables (let's say, Variable A and Variable B). For example, if you're looking at a contingency table, the cell where the row for a specific value of Variable A intersects with the column for a specific value of Variable B shows the joint relative frequency.

2. Determine the Marginal Relative Frequency:
- The marginal relative frequency is the sum of joint relative frequencies for a particular row or column divided by the total number of observations. This tells you how often a single variable occurs regardless of the value of the other variable.

3. Calculate the Ratio:
- To find the conditional relative frequency, you take the joint relative frequency and divide it by the marginal relative frequency.

[tex]\[ \text{Conditional Relative Frequency} = \frac{\text{Joint Relative Frequency}}{\text{Marginal Relative Frequency}} \][/tex]

### Second Way:

1. Find the Sum of the Column Frequency:
- Locate all the frequencies in the column that corresponds to the given value of Variable B and sum them up. This gives you the column frequency which is relevant for determining the overall occurrence related to Variable B.

2. Determine the Marginal Frequency:
- Similar to the first way, the marginal frequency here would be the total frequency of observations for a particular value of Variable A.

3. Calculate the Ratio:
- Finally, you find the conditional relative frequency by taking the sum of the column frequency and dividing it by the marginal frequency.

[tex]\[ \text{Conditional Relative Frequency} = \frac{\text{Sum of Column Frequency}}{\text{Marginal Frequency}} \][/tex]

These are two effective methods for determining conditional relative frequencies based on different approaches: one focusing on the direct ratio of joint to marginal frequencies, and the other focusing on the sum of frequencies in specific columns related to the overall marginal frequencies.