To find the mean, add up all the numbers and divide by the number of numbers • To find the median, following frequency distribution was obtained
Example 2 15 Find the mean deviation from the A M for the following distribution Class interval 10–20 20–30 30–40 40–50 50–60 Frequency
Example: The following table gives the frequency distribution of the number of orders received each day during the past 50 days at the office of a mail-order
The following frequency distribution of marks has mean 4 5 (a) Calculate an estimate for the standard deviation of the lengths of the fish
Long Answer Type Example 5 Calculate mean, variation and standard deviation of the following frequency distribution: Classes Frequency
The mean for grouped data is obtained from the following formula: Given the following frequency distribution, calculate the arithmetic mean Marks : 64
n = total frequency c = width of the class interval Example 2 Given the following frequency distribution, calculate the arithmetic mean
Find the class width: Determine the range of the data and divide this by the Make a frequency distribution for the following data, using 5 classes:
condensation of data set into a frequency distribution and visual presentation are Calculate the arithmetic mean for the following data given below:
For finding the mean of grouped data di's are deviations from a of (A) Lower limits of the classes Consider the following frequency distribution:
Example: The following table gives the frequency distribution of the number of orders Example: Based on the grouped data below, find the median: Solution:
5 If we compare these results, we get quite a different impression Example 2 19 Calculate Mean, Median, Mode of the following data CI 0–10 10–20
Where A = any value in x N = total frequency c = width of the class interval Example 1 Given the following frequency distribution, calculate the arithmetic mean
Count the tally marks to find the total frequency f for each class Larson Farber The following data represents the ages of 30 students in a statistics class Construct a The mean of a frequency distribution for a sample is approximated by
➢ Given the following frequency distribution of weights of 60 apples, calculate the geometric mean for grouped data i x 45 32 37 46 39 36 41 48 36 i
Where A = any value in x n = total frequency c = width of the class interval Example 2 Given the following frequency distribution, calculate the arithmetic mean
Find the mean median, mode and range of each set of numbers below (a) 3, 4, 7, 3, 5, 2, 6, 10 following frequency distribution was obtained Length of nail
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107175_3GroupedDataCalculation.pdf 1.
Mean, Median and Mode
2.
First Quantile, third Quantile
and
Interquantile
Range.
Lecture 2 - Grouped Data
Calculation
Mean - Grouped Data
Number
of orderf
10 - 12
13 - 15
16 - 18
19 - 214
12 20 14 n = 50
Number
of orderfxfx
10 - 12
13 - 15
16 - 18
19 - 214
12 20
141114
17 2044
168
340
280
n = 50= 832 fx832 x = = =16.64 n50 Example: The following table gives the frequency distribution of the nu mber of orders received each day during the past 50 days at the office of a m ail-order company. Calculate the mean.
Solution:
X is the midpoint of the
class. It is adding the class limits and divide by 2.
Median and Interquartile Range -Grouped Data
Step 1:
Construct the cumulative frequency distribution.
Step 2:
Decide the class that contain the median.
Class Median
is the first class with the value of cumulative frequency equal at least n/2.
Step 3:
Find the median by using the following formula:
Median
m m n-F2=L +if m L m f
Where:
n = the total frequency F = the cumulative frequency before class median i = the class width = the lower boundary of the class median= the frequency of the class median
Time to travel to workFrequency
1 - 10
11 - 20
21 - 30
31 - 40
41 - 508
14 12 9 7 Example: Based on the grouped data below, find the median:
Solution:
Time to travel
to workFrequencyCumulative
Frequency
1 - 10
11 - 20
21 - 30
31 - 40
41 - 508
14 12 9 78
22
34
43
50
25250
2n m f m L 1 st Step: Construct the cumulative frequency distribution class median is the 3 rd class
So,
F = 22, = 12, = 20.5 and i = 10
Therefore,
2 25 22
2151012
24
Median
= = m m n-F =L if - . Thus, 25 persons take less than 24 minutes to travel to work and another 25 persons take more than 24 minutes to travel to work. 1 1 1Q Q n-F4QL+ if 3 3 3Q Q
3n-F4QL+ if
QuartilesUsing the same method of calculation as in the Median, we can get Q 1 and Q 3 equation as follows:
Time to travel to workFrequency
1 - 10
11 - 20
21 - 30
31 - 40
41 - 508
14 12 9 7 Example: Based on the grouped data below, find the Interquartile Range
Time to travel
to workFrequencyCumulative
Frequency
1 - 10
11 - 20
21 - 30
31 - 40
41 - 508
14 12 9 78
22
34
43
50
1 n50Class Q12 544. 1 1 1 4 125 8
105 1014
137143
Q Q n-F QL if .- . .
Solution:
1 st Step: Construct the cumulative frequency distribution
Class Q
1 is the 2 nd class
Therefore,2
nd
Step: Determine the Q
1 and Q 3 3
3503nClass Q37 544.
3 3 3 4
375 34
305109
343889
Q Q n-F QL if .- . .
IQR = Q
3 -Q 1
Class Q
3 is the 4 th class
Therefore,
Interquartile Range
IQR = Q
3 -Q 1 calculate the IQ
IQR = Q
3 -Q 1 = 34.3889 - 13.7143 = 20.6746 Mode•Mode is the value that has the highest frequency in a data set. •For grouped data, class mode (or, modal class) is the class with the h ighest frequency. •To find mode for grouped data, use the following formula: Mode 1 mo 12
ǻ=L +iǻ+ǻ
Mode - Grouped Data
mo L 1 2
Where:
is the lower boundary of class modeis the difference between the frequency of class mode and the frequency of the class before the class modeis the difference between the frequency of class mode and the frequency of the class after the class modei is the class width
Calculation of Grouped Data - Mode
Time to travel to workFrequency
1 - 10
11 - 20
21 - 30
31 - 40
41 - 508
14 12 9 7 Example: Based on the grouped data below, find the mode mo L 1 2
610 510 17 562Mode=..
Solution: Based on the table,
= 10.5, = (14 - 8) = 6, = (14 - 12) = 2 and i = 10
Mode can also be obtained from a histogram.Step 1: Identify the modal class and the bar representing it
Step 2: Draw two cross lines as shown in the diagram. Step 3: Drop a perpendicular from the intersection of the two lines until it touch the horizontal axis.
Step 4: Read the mode from the horizontal axis
2 2 2 fxfxN N 2 2 2 1 fxfxnsn 22
22
ss
Population Variance:
Variance for sample data:
Standard Deviation:
Population:
Sample:
Variance and Standard Deviation -Grouped Data
No. of orderf
10 - 12
13 - 15
16 - 18
19 - 214
12 20 14
Totaln = 50
No. of orderfxfxfx
2
10 - 12
13 - 15
16 - 18
19 - 214
12 20 1411
14 17 2044
168
340
280484
2352
5780
5600
Totaln = 5083214216
Example: Find the variance and standard deviation for the following data:
Solution:
2 2 2 2 1
8321421650
50 1
75820
fx fxnsn .
75.25820.7
2 ss
Variance,
Standard Deviation,
Thus, the standard deviation of the number of orders received at the office of this mail-order company during the past 50 days is 2.75.
Frequency Documents PDF, PPT , Doc