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Question

Which one of the following pairs is correctly matched?

This question was previously asked in
CDS I 2019 Elementary Mathematics Previous Year Paper (03-Feb-2019)
The correct answer is

Median - Graphical location

Understanding Statistical Measures and Graphical Representation

This question asks us to identify the correctly matched pair between a statistical measure and a method of graphical location or representation. Let's examine each option to determine which statistical measure can be appropriately located or found using the specified graphical method.

Analyzing Each Option for Correct Matching

We will go through each given pair and evaluate its correctness:

  1. Median - Graphical location: The median is the middle value in a dataset when arranged in order. It divides the data into two equal halves. The median can indeed be found graphically using a cumulative frequency curve, also known as an ogive. By plotting the cumulative frequencies and drawing a line from the point corresponding to N/2 (where N is the total frequency) on the y-axis to the ogive and then down to the x-axis, we can locate the median. This process is a form of graphical location. Therefore, this pair is a potential correct match.
  2. Mean - Graphical location: The mean (arithmetic mean) is calculated by summing all values and dividing by the number of values. While graphical representations like histograms help visualize the data distribution, the mean itself is typically calculated mathematically and is not directly "located" on a graph in the same way as the median or mode. There isn't a standard graphical method to pinpoint the mean value directly from a chart like an ogive or histogram peak. Therefore, this pair is not correctly matched.
  3. Geometric mean - Ogive: The geometric mean is used for data that is averaged over time or represents rates of change. It is calculated using the nth root of the product of n values. An ogive, as discussed, is a cumulative frequency curve used to find values like quartiles, percentiles, and the median. The geometric mean cannot be found using an ogive. Therefore, this pair is not correctly matched.
  4. Mode - Ogive: The mode is the value that appears most frequently in a dataset. While the mode can be found graphically, the appropriate graph for locating the mode is a histogram, not an ogive. On a histogram, the mode is represented by the peak of the tallest bar. An ogive deals with cumulative frequencies and is not used to find the mode. Therefore, this pair is not correctly matched.

Based on the analysis of each option, the only pair where the statistical measure can be located or found using the specified graphical method is the first one: Median - Graphical location, specifically through the use of an ogive.

Summary of Graphical Methods for Statistical Measures

Statistical Measure Common Graphical Method for Location
Median Ogive (Cumulative Frequency Curve)
Mode Histogram
Mean Calculated, not typically located graphically

Thus, the pair "Median - Graphical location" correctly describes how the median can be determined using a graph, such as an ogive, which represents a graphical method for finding the median.

The correctly matched pair is Median - Graphical location.

Revision Table: Key Measures and Graphs

Statistical Measure Definition Primary Graphical Tool for Location/Representation
Mean Average value (sum of values / number of values) Histogram (visualize distribution), not located directly
Median Middle value in ordered data Ogive (Cumulative Frequency Curve)
Mode Most frequent value Histogram
Geometric Mean nth root of the product of n values Calculated, not located graphically using standard methods

Additional Information: Ogives and Cumulative Frequency

An ogive is a line graph that displays the cumulative frequency or cumulative relative frequency against the upper class boundaries of a frequency distribution. There are two types of ogives:

  • Less than cumulative frequency ogive: Plots cumulative frequency against the upper limits of class intervals.
  • More than cumulative frequency ogive: Plots cumulative frequency against the lower limits of class intervals.

The point where the 'less than' and 'more than' ogives intersect corresponds to the median on the x-axis. Alternatively, for a 'less than' ogive, the median is found by locating N/2 on the cumulative frequency axis (y-axis), drawing a horizontal line to the ogive, and then dropping a vertical line to the x-axis. The value on the x-axis is the median. This demonstrates the graphical location of the median using an ogive.

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Important Questions from Measures of Central Tendency

  1. What is mean deviation about the median ?

  2. The mode and median of a data is 26.7 and 71, respectively. What is the mean of the data? (Use empirical formula.)

  3. Study the given table and answer the question that follows. The given table depicts the percentage of marks scored by Mary and Perul in History and Physics (out of 75 each).

                        Name                                         History                                       Physics                       

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    Perul

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  4. The average of eight numbers is 14. The average of six of these numbers is 16. The average of the remaining two numbers is:

  5. The value of

    (1 + cot²θ)(1 + cosθ)(1 - cosθ) - (1 - sinθ)(1 + sinθ)(1 + tan²θ) is: (θ lies in the first quadrant)

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