Consider the following data for the next two (02) items that follow : Class 0-30 30-60 60-90 90-120 Frequency 4 5 7 4
If the median (P) and mode (Q) satisfy the relation 7(Q - P) = 9R, then what is the value of R?
6
This problem requires us to calculate the median (P) and the mode (Q) from the given grouped frequency distribution data and then use these values in a given relationship to find the value of R.
First, let's look at the provided data table:
| Class | 0-30 | 30-60 | 60-90 | 90-120 |
| Frequency | 4 | 5 | 7 | 4 |
The median is the middle value of a dataset. For grouped data, we first find the median class and then use a specific formula.
Steps to find the median:
Let's add the cumulative frequency to the table concept:
| Class | Frequency (f) | Cumulative Frequency (CF) |
| 0-30 | 4 | 4 |
| 30-60 | 5 | 4 + 5 = 9 |
| 60-90 | 7 | 9 + 7 = 16 |
| 90-120 | 4 | 16 + 4 = 20 |
Total frequency \( N = 20 \).
Median position \( = \frac{N}{2} = \frac{20}{2} = 10 \).
The cumulative frequency just greater than 10 is 16, which corresponds to the class 60-90. So, the median class is 60-90.
Now, let's use the formula with the values for the median class:
Substitute these values into the median formula:
\( P = 60 + \frac{10 - 9}{7} \times 30 \)
\( P = 60 + \frac{1}{7} \times 30 \)
\( P = 60 + \frac{30}{7} \)
\( P = \frac{60 \times 7 + 30}{7} \)
\( P = \frac{420 + 30}{7} \)
\( P = \frac{450}{7} \)
So, the median \( P = \frac{450}{7} \).
The mode is the value that appears most frequently in a dataset. For grouped data, we first find the modal class and then use a specific formula.
Steps to find the mode:
Looking at the frequency column in the original table, the highest frequency is 7, which corresponds to the class 60-90. So, the modal class is 60-90.
Now, let's use the formula with the values for the modal class:
Substitute these values into the mode formula:
\( Q = 60 + \frac{7 - 5}{2(7) - 5 - 4} \times 30 \)
\( Q = 60 + \frac{2}{14 - 9} \times 30 \)
\( Q = 60 + \frac{2}{5} \times 30 \)
\( Q = 60 + 2 \times 6 \)
\( Q = 60 + 12 \)
\( Q = 72 \)
So, the mode \( Q = 72 \).
The problem gives the relation \( 7(Q - P) = 9R \).
We have found \( P = \frac{450}{7} \) and \( Q = 72 \).
Substitute these values into the equation:
\( 7 \left( 72 - \frac{450}{7} \right) = 9R \)
To simplify the expression inside the parenthesis, find a common denominator:
\( 72 - \frac{450}{7} = \frac{72 \times 7}{7} - \frac{450}{7} = \frac{504}{7} - \frac{450}{7} = \frac{504 - 450}{7} = \frac{54}{7} \)
Now substitute this back into the relation:
\( 7 \left( \frac{54}{7} \right) = 9R \)
The 7 in the numerator and the 7 in the denominator cancel out:
\( 54 = 9R \)
To find R, divide both sides by 9:
\( R = \frac{54}{9} \)
\( R = 6 \)
Thus, the value of R is 6.
| Measure | Formula | Notes |
| Median (P) | \( P = L + \frac{\frac{N}{2} - CF}{f} \times h \) | L = lower limit of median class, N = total frequency, CF = cumulative frequency of preceding class, f = frequency of median class, h = class width |
| Mode (Q) | \( Q = L + \frac{f_1 - f_0}{2f_1 - f_0 - f_2} \times h \) | L = lower limit of modal class, \(f_1\) = freq. of modal class, \(f_0\) = freq. of preceding class, \(f_2\) = freq. of succeeding class, h = class width |
Median and mode are important measures of central tendency, which describe the center of a dataset. For grouped data, their calculation involves specific formulas because we don't have the exact values of each observation.
Understanding how to calculate these measures from grouped frequency distributions is fundamental in statistics for summarizing and interpreting data.
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