MODULE 10 Measures of Central Tendency Learning Competencies: i. illustrates the measures of central tendency (mean, median, and mode) of a statistical data. M7SP-IVf-g-1 ii. calculates the measures of central tendency of ungrouped and grouped data. M7SP-IVh-1 Median The element in the middle of the data set after it’s arranged in order. Example 1: 34,68,84,76,61,61,85,54,44,70,72,83,61 Arrange from lowest to highest. 34,44,54,61,61,61,68,70,72,76,83,84,85 Measure of Central Tendency (Mean, Median, Mode) Statistics – collecting and understanding data. Measure of Central Tendency (also referred to as measures of centre or central location) is a summary measure that attempts to describe a whole set of data with a single value that represents the middle or centre of distribution. Solution: ππ’ππππ ππ πππππππ‘π = 2 = 13 2 = 6.5 (start count from lowest to highest) 34,44,54,61,61,61, 68 ,70,72,76,83,84,85 There are three main measures of central tendency: the mean, the median and the mode. Each of these measures describes a different indication of the typical or central value in the distribution. 68 ππ π‘βπ ππππππ. Example 2: 61,59,34,40,60,95,73,45 Arrange from lowest to highest. Mean The sum of all the numbers in the data set divided by the number of elements. Example: 34,68,84,76,61,61,85,54,44,70,72,83,61 34,40,45,59,60,61,73,95 Solution: ππ’ππππ ππ πππππππ‘π = 2 = 8 2 = 4 (start count from lowest to highest) Solution: 34 + 68 + 84 + 16 + 61 + 61 + 85 + 54 + 44 + 70 + 72 + 83 + 61 = 13 = 853 13 = 65.62 34,40,45, 59 , 60 ,61,73,95 59 + 60 119 = = 59 ππ π‘βπ ππππππ. 2 2 Mode Answer: 61 and 54 The values that occurs frequently in the data set. 34,44,54,54,61,61,68,70,72,76,83,84,85 Example 1: 34,68,84,76,61,61,85,54,44,70,72,83,61 Arrange from lowest to highest. 34,44,54,61,61,61,68,70,72,76,83,84,85 Answer: 61 Try Me! Direction: Find the mean, median and mode. 1.) 89, 75, 53, 39, 89, 98, 74, 11, 18, 15, 34, 77 2.)23, 37, 11, 58, 13, 45 85, 42, 64, 71, 39, 56 53, 22, 76, 46, 68, 32 60, 52, 11, 29, 46, 9 34,44,54,61,61,61,68,70,72,76,83,84,85 Example 2: 61,59,34,40,40,95,73,45 Arrange from lowest to highest. 34,40,40,45,59,61,73,95 Answer: 40 34,40,40,45,59,61,73,95 Example 3: 61,59,34,40,60,95,73,45 Arrange from lowest to highest. 34,40,45,59,60,61,73,95 Measure of Central Tendency (Grouped and Ungrouped Data) Measures of Central Tendency or Average occurs regularly in our daily life and it is an important tool in statistics. A well-chosen average consists of a single number about which a given data are centered. There can be different types of averages or sometimes called measures of central tendency. They are the mean, median and mode. Mean The most used measure of central tendency. When we speak of average, we always refer to the mean. It is found by adding the values of the data and dividing by the total number of values. Answer: None Population Mean π= ∑π π΅ Μ = π ∑π π Example 4: 34,68,84,76,61,61,85,54,44,70,72,83,54 Arrange from lowest to highest. 34,44,54,54,61,61,68,70,72,76,83,84,85 Sample Mean Where π΅ is the total number of observations in the population. π is the total number of observations in the sample. Example 1 (Ungrouped Data) A researcher collect data on the ages of the recipients of doctoral degree in science and engineering, and his study yields the following: 37, 37, 24, 28, 43, 44, 36, 41, 33, 27 Solution: ∑π Μ = π π Μ = π 37 + 37 + 24 + 28 + 43 + 44 + 36 + 41 + 33 + 27 10 Μ = π 350 10 ππππππππ‘ = πππ€ππ ππππ π + π’ππππ ππππ π 2 ππππππππ‘ = Class Boundaries 52.5 – 63.5 63.5 – 74.5 74.5 – 85.5 85.5 – 96.5 96.5 – 107.5 107.5 – 118.5 52.5 + 63.5 = 58 2 Frequency Midpoint(ππ ) 6 12 25 18 14 5 58 69 80 91 102 113 Step 2. Multiply the frequency and the midpoint in each class boundary. Μ = ππ π For grouped data, the midpoint of the classes is used for the values of the x. The following are the steps in solving for the mean of grouped data. Grouped Mean 1. Find the midpoint for each class. Place them in a column. 2. Multiply the frequency by the midpoint for each class. Place them in another column. 3. Find the sum of the resulting column in step 2 and step 4. 4. Divide the sum obtained in step 3 by the total number of frequencies. That is, ππππ = ∑ π ∗ π₯π π Example 2 (Grouped Data) Eighty randomly selected light bulbs were tested to determine their lifetime (in hours). The following frequency was obtained. Find the mean. Class Boundaries Frequency 52.5 – 63.5 63.5 – 74.5 74.5 – 85.5 85.5 – 96.5 96.5 – 107.5 107.5 – 118.5 6 12 25 18 14 5 Step 1. Solve for the midpoint in each class boundary. Class Frequency Midpoint π ∗ ππ (π) (ππ ) Boundaries 52.5–63.5 6 58 348 63.5–74.5 12 69 828 74.5–85.5 25 80 2000 85.5 – 96.5 18 91 1638 96.5–107.5 14 102 1428 107.5-118.5 5 113 565 Step 3. Find the sum of the 2nd and 4th Column. Frequency Midpoint Class π ∗ ππ (π) (ππ ) Boundaries 52.5–63.5 6 58 348 63.5–74.5 12 69 828 74.5–85.5 25 80 2000 85.5 – 96.5 18 91 1638 96.5–107.5 14 102 1428 107.5-118.5 5 113 565 80 6807 ππππ = ∑ π ∗ π₯π π ππππ = 6807 80 ππππ = 85.09 Median The median is the midpoint of the data array. Before finding its value, the data must be arranged in order, from least to greatest or vice versa. The median will either be a specific value or will fall between two values. If there is an odd number of numbers, the median value is the middle most number, with the same number of numbers below and above. Example 3 (Ungrouped Data) Seven mothers were selected and given a blood pressure check. Their systolic pressure was recorded below. Step 1. Make a table of cumulative frequency. Time (in seconds) Frequency <cf 51-55 56-60 61-65 66-70 2 7 8 4 2 9 17 21 Step 2. Divide n, number of frequencies by 2, to get the halfway point. 135, 121, 119, 116, 130, 121, 131 π 21 = = 10.5 2 2 Find their median. Arrange from least to greatest or vice versa. 116, 119, 121, 121, 130, 131, 135 Grouped Median 1. Make a table of cumulative frequency. 2. Divide n, number of frequencies by 2, to get the halfway point. 3. Locate the median class in the cumulative frequency column. 4. Substitute in the formula, Step 3. Locate the median class in the cumulative frequency column. Time (in seconds) Frequency <cf 51-55 56-60 61-65 66-70 2 7 8 4 2 9 17 21 Step 4. Substitute in the formula, π − ππ ) (π€) + πΏππ ππππππ (ππ ) = (2 π π − ππ ) (π€) + πΏππ ππππππ (ππ ) = (2 π Where, n – sum of frequencies cf – cumulative frequency of the class preceeding/before the median class f – frequency of the median class w – class width 21 −9 ππππππ (ππ) = ( 2 ) (5) + (60.5) 8 ππππππ (ππ) = ( πΏππ – lower boundary of the median class Example 4 (Grouped Data) The record of 21 people in a 100m race is summarized in the given frequency table. Determine the median of the given data. Time (in seconds) Frequency 51-55 56-60 61-65 66-70 2 7 8 4 10.5 − 9 ) (5) + (60.5) 8 = 61.44 Mode The third measure of average is the mode. It is the value that occurs most often in the data set. A data can have more than one or none at all. The mode for grouped data is the modal class. The modal class is the class with the largest frequency. The mode is the only measure of central tendency that can be used in finding the most typical case when the data are nominal or categorical. Mode (Ungrouped Data) To find the mode of ungrouped data, find the frequency of each number/ value/ observation in the given data set. Then choose the number/ value/ observation having the highest frequency as the mode. π1 ππππ (ππ) = πΏππ + ( ) (π€) π1 + π2 Where, πΏππ – lower boundary of modal class W – class width π1 – difference of the frequency of the modal class and the class preceeding it. π2 - difference of the frequency of the modal class and the class succeeding it. Example 5 (Ungrouped Data) Find the mode of the given data set: Step 1. Identify the modal class by determining the interval with the highest frequency. Time (in seconds) Frequency 51-55 56-60 61-65 66-70 2 7 8 4 Step 2. Determine the exact lower limit of the modal class. Time (in seconds) Frequency 51-55 56-60 61-65 66-70 2 7 8 4 60.5 Step 3. Substitute in the formula. 15,28,25,48, 22,43,39,44, 43,49,34,22, 33,27,25,22,30 π1 ππππ (ππ) = πΏππ + ( ) (π€) π1 + π2 Solution: First arrange the data set in ascending or descending order. 1 ππππ (ππ) = 60.5 + ( ) (5) 1+4 ππππ (ππ) = 61.5 15,22,22,22, 25,25,27,28, 30,33,34,39, 43,43,44,48,49 In the given data set, the number that appeared the most number of times is 22. Example 6 (Grouped Data) The record of 21 people in a 100m race is summarized in the given frequency table. Determine the mode of the given data. Time (in seconds) Frequency 51-55 56-60 61-65 66-70 2 7 8 4 Try this! Direction: Find the mean, median, and mode of Grouped Data. A mathematician achievement test contained 40 questions for which the answers were marked either right or wrong. The distribution below summarize the results. Find the mean, median and the mode of grouped data. No. of Answers Correct 0-2 3-5 6-8 9-11 12-14 15-17 18-20 21-23 24-26 27-29 30-32 33-35 36-40 Frequency Prepared by: JUANITO JR D. BERGADO Mathematics Teacher 0 1 3 10 11 17 24 25 22 16 7 3 0 Approved by: LUZMINDO A. PAESTE School Principal