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Categorical Data. In Exercises 23 and 24, use the given categorical data to construct the relative frequency distribution.

Births Natural births randomly selected from four hospitals in New York State occurred on the days of the week (in the order of Monday through Sunday) with these frequencies: 52, 66, 72, 57, 57, 43, 53. Does it appear that such births occur on the days of the week with equal frequency?

Short Answer

Expert verified

The relative frequency distribution is constructed as follows:

Days

Relative Frequency

Monday

13%

Tuesday

17%

Wednesday

18%

Thursday

14%

Friday

14%

Saturday

11%

Sunday

13%

It can be said that births occur equally frequently on different days of the week.

Step by step solution

01

Given information

The frequency distribution of the number of births that occur on different days of the week is provided.

02

Define relative frequency

The relative frequency of a class interval in a grouped frequency distribution is obtained using the given formula:

Relativefrequencyofaclassinterval=FrequencyofaclassintervalSumofallfrequencies×100%

03

Calculate relative frequency distribution

The table below shows the frequencies of births on the days of the week

Days

Frequency

Monday

52

Tuesday

66

Wednesday

72

Thursday

57

Friday

57

Saturday

43

Sunday

53

The sum of all frequencies is shown below:

Sumofallfrequencies=52+66+72+57+57+43+53=400

Using the formula mentioned above, the relative frequencies for the different categories are calculated as shown below:

Relativefreq1=52400×100%=13%Relativefreq2=66400×100%=17%

Relativefreq3=72400×100%=18%Relativefreq4=57400×100%=14%

Relativefreq5=57400×100%=14%Relativefreq6=43400×100%=11%

Relativefreq7=53400×100%=13%

Thus, the relative frequency distribution is constructed as follows:

Days

Relative Frequency

Monday

13%

Tuesday

17%

Wednesday

18%

Thursday

14%

Friday

14%

Saturday

11%

Sunday

13%

Total

100%

04

Analysis

It can be observed that almost all days have an approximately equal relative frequency.

Therefore, it can be said that the births occur equally frequently on different days of the week.

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