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How are the relative frequencies and percentages of classes obtained from the frequencies of classes? Illustrate with the help of an example.

Short Answer

Expert verified
Relative frequencies are calculated by dividing class frequencies by the total number of observations. This gives the proportion of data that falls within each class. To calculate percentages, simply multiply relative frequencies by 100. In the example, for a class with 25 observations in a data set of 100, the relative frequency would be 0.25 or 25%, calculated as (25/100)*100.

Step by step solution

01

Understanding Definitions

A class usually refers to a category within a variable. Class frequency refers to the number of observations that fall within a particular class. Relative frequency of a class is just the class frequency divided by the total number of observations in the dataset. So it provides the proportion of the data that falls within a certain class. Percentage is just the relative frequency multiply by 100.
02

Create a Hypothetical Data set

Let's suppose we have a data set of 100 students and their grades in a test. The grades are distributed as follows: Grade A: 25 students, Grade B: 30 students, Grade C: 20 students, Grade D: 15 students, Grade F: 10 students.
03

Calculate Relative Frequencies

To do this, divide the frequency of each grade by the total number of students. For example, the relative frequency of Grade A would be \( \frac{25}{100} = 0.25 \). Similarly, calculate the relative frequency for each grade.
04

Calculate Percentages

To convert relative frequencies into percentages, multiply each by 100. So the percentage of students with Grade A would be \( 0.25 \times 100 = 25\% \). Repeat this for each grade.

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Most popular questions from this chapter

A data set on money spent on lottery tickets during the past year by 200 households has a lowest value of $$\$ 1$$ and a highest value of $$\$ 1167$$. Suppose we want to group these data into six classes of equal widths. a. Assuming that we take the lower limit of the first class as $$\$ 1$$ and the width of each class equal to $$\$ 200$$, write the class limits for all six classes. b. What are the class boundaries and class midpoints?

The accompanying table lists the 2006-07 median household incomes (rounded to the nearest dollar), for all 50 states and the District of Columbia. $$ \begin{array}{lccc} \hline \text { State } & \begin{array}{c} \text { 2006-07 Median } \\ \text { Household Income } \end{array} & \text { State } & \begin{array}{c} 2006-07 \text { Median } \\ \text { Household Income } \end{array} \\ \hline \text { AL } & 40,620 & \text { MT } & 42,963 \\ \text { AK } & 60,506 & \text { NE } & 49,342 \\ \text { AZ } & 47,598 & \text { NV } & 53,912 \\ \text { AR } & 39,452 & \text { NH } & 65,652 \\ \text { CA } & 56,311 & \text { NJ } & 65,249 \\ \text { CO } & 59,209 & \text { NM } & 42,760 \\ \text { CT } & 64,158 & \text { NY } & 49,267 \\ \text { DE } & 54,257 & \text { NC } & 42,219 \\ \text { D.C. } & 50,318 & \text { ND } & 44,708 \\ \text { FL } & 46,383 & \text { OH } & 48,151 \\ \text { GA } & 49,692 & \text { OK } & 41,578 \\ \text { HI } & 63,104 & \text { OR } & 49,331 \\ \text { ID } & 48,354 & \text { PA } & 49,145 \\ \text { IL } & 51,279 & \text { RI } & 54,735 \\ \text { IN } & 47,074 & \text { SC } & 42,477 \\ \text { IA } & 49,200 & \text { SD } & 46,567 \\ \text { KS } & 47,671 & \text { TN } & 41,521 \\ \text { KY } & 40,029 & \text { TX } & 45,294 \\ \text { LA } & 39,418 & \text { UT } & 54,853 \\ \text { ME } & 47,415 & \text { VT } & 50,423 \\ \text { MD } & 65,552 & \text { VA } & 58,950 \\ \text { MA } & 57,681 & \text { WA } & 57,178 \\ \text { MI } & 49,699 & \text { WV } & 40,800 \\ \text { MN } & 57,932 & \text { WI } & 52,218 \\ \text { MS } & 36,499 & \text { WY } & 48,560 \\ \text { MO } & 45,924 & & \\ \hline \end{array} $$ a. Construct a frequency distribution table. Use the following classes: \(36,000-40,999,41,000-\) \(45,999,46,000-50,999,51,000-55,999,56,000-60,999,61,000-65,999\) b. Calculate the relative frequencies and percentages for all classes. c. Based on the frequency distribution, can you say whether the data are symmetric or skewed? d. What percentage of these states had a median household income of less than \(\$ 56,000 ?\)

Briefly explain the concept of cumulative frequency distribution. How are the cumulative relative frequencies and cumulative percentages calculated?

The following table, reproduced from Exercise 2.15, gives the frequency distribution of ages for all 50 employees of a company. $$ \begin{array}{lc} \hline \text { Age } & \text { Number of Employees } \\ \hline 18 \text { to } 30 & 12 \\ 31 \text { to } 43 & 19 \\ 44 \text { to } 56 & 14 \\ 57 \text { to } 69 & 5 \\ \hline \end{array} $$ a. Prepare a cumulative frequency distribution table. b. Calculate the cumulative relative frequencies and cumulative percentages for all classes. c. What percentage of the employees of this company are 44 years of age or older? d. Draw an ogive for the cumulative percentage distribution. e. Using the ogive, find the percentage of employees who are age 40 or younger.

The following data give the numbers of television sets owned by 40 randomly selected households. $$ \begin{array}{rrrrrrrrrr} 1 & 1 & 2 & 3 & 2 & 4 & 1 & 3 & 2 & 1 \\ 3 & 0 & 2 & 1 & 2 & 3 & 2 & 3 & 2 & 2 \\ 1 & 2 & 1 & 1 & 1 & 3 & 1 & 1 & 1 & 2 \\ 2 & 4 & 2 & 3 & 1 & 3 & 1 & 2 & 2 & 4 \end{array} $$ a. Prepare a frequency distribution table for these data using single-valued classes. b. Compute the relative frequency and percentage distributions. c. Draw a bar graph for the frequency distribution. d. What percentage of the households own two or more television sets?

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