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Question

Consider the following data for the next two (02) items that follow :

Class0-3030-6060-9090-120
Frequency4574

If the median (P) and mode (Q) satisfy the relation 7(Q - P) = 9R, then what is the value of R?

The correct answer is

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:

Class0-3030-6060-9090-120
Frequency4574

Calculating the Median (P) for Grouped Data

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:

  • Calculate the cumulative frequency (CF).
  • Find the total frequency, N.
  • Determine the median position, which is \( \frac{N}{2} \).
  • Identify the median class, which is the class where the cumulative frequency is just greater than or equal to \( \frac{N}{2} \).
  • Use the median formula for grouped data: \( P = L + \frac{\frac{N}{2} - CF}{f} \times h \)

Let's add the cumulative frequency to the table concept:

ClassFrequency (f)Cumulative Frequency (CF)
0-3044
30-6054 + 5 = 9
60-9079 + 7 = 16
90-120416 + 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:

  • L (lower limit of median class) = 60
  • \( \frac{N}{2} \) = 10
  • CF (cumulative frequency of the class preceding the median class) = 9
  • f (frequency of the median class) = 7
  • h (class width) = 30 - 0 = 30 (or 60 - 30, etc.)

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 \( P = \frac{450}{7} \).

Calculating the Mode (Q) for Grouped Data

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:

  • Identify the modal class, which is the class with the highest frequency.
  • Use the mode formula for grouped data: \( Q = L + \frac{f_1 - f_0}{2f_1 - f_0 - f_2} \times h \)

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:

  • L (lower limit of modal class) = 60
  • \( f_1 \) (frequency of the modal class) = 7
  • \( f_0 \) (frequency of the class preceding the modal class) = 5 (frequency of 30-60 class)
  • \( f_2 \) (frequency of the class succeeding the modal class) = 4 (frequency of 90-120 class)
  • h (class width) = 30

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 \( Q = 72 \).

Finding the Value of R

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.

Revision Table: Formulas for Grouped Data

MeasureFormulaNotes
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

Additional Information: Measures of Central Tendency

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.

  • Median: Represents the middle value. It's less affected by extreme values than the mean. For grouped data, it's estimated based on its position in the cumulative frequency distribution.
  • Mode: Represents the most frequent value. For grouped data, it's the class with the highest frequency (modal class), and the exact value is estimated using the formula that considers the frequencies of the adjacent classes.
  • Other measures include the Mean, which is the average value. Calculating the mean for grouped data involves using the class marks (midpoints of the class intervals).

Understanding how to calculate these measures from grouped frequency distributions is fundamental in statistics for summarizing and interpreting data.

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Important Questions from Elementary Statistics

  1. What is the mode of the given data?

    3, 0, 1, 0, 2, 1, 2, 0, 1, 2, 1, 1, 1, 3, 2
  2. What is the mode of the given data?

    21, 22, 23, 23, 24, 21, 22, 23, 21, 23, 24, 23, 21, 23
  3. A bowler has taken 0, 3, 2, 1, 5, 3, 4, 5, 5, 2, 2, 0, 0, 1 and 2 wickets in 15 consecutive matches. What is the mode of the given data?

  4. The data given below shows the number of people who have saved a certain amount of money.

    Saving (In Rs.)

    Number of people

    5

    1

    15

    3

    20

    4

    25

    2

    30

    1

    35

    1

    40

    2

    What is the median of the given data?

  5. If the ratio of mean and median of a certain data is 4 : 5, then find the ratio of its mean and mode.

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