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Zorluk: OrtaFrequency Distributions, Tables, and Grouped Data

The frequency distribution table below shows the daily electricity consumption, in kilowatt-hours (kWh\text{kWh}), recorded for a sample of 4040 small retail stores over a monitoring period.

Daily Electricity Consumption (kWh\text{kWh})Number of Stores
10e<3010 \le e < 3066
30e<5030 \le e < 501414
50e<7050 \le e < 701212
70e<9070 \le e < 9088

Based on the table, what is the estimated mean daily electricity consumption, in kWh\text{kWh}, per store, using the midpoint of each interval to represent all data within that interval?

Cevap: 51 kWh

Cevap

51
To estimate the mean from grouped frequency data, each interval is represented by its midpoint. The midpoints for the four intervals are 2020, 4040, 6060, and 8080. Multiplying each midpoint by its frequency gives 20(6)=12020(6) = 120, 40(14)=56040(14) = 560, 60(12)=72060(12) = 720, and 80(8)=64080(8) = 640. The sum of these products is 120+560+720+640=2040120 + 560 + 720 + 640 = 2040. Dividing this sum by the total frequency of 4040 stores gives an estimated mean of 51 kWh51\text{ kWh}.

Adım Adım Çözüm

1
Determine the class midpoint for each interval of electricity consumption.
Midpoints: 10+302=20\frac{10+30}{2} = 20, 30+502=40\frac{30+50}{2} = 40, 50+702=60\frac{50+70}{2} = 60, and 70+902=80\frac{70+90}{2} = 80.
When working with grouped frequency data, each interval is represented by its midpoint value to estimate total sums.
2
Multiply each midpoint by the number of stores in that interval to find the estimated sum of consumption per group.
20×6=12020 \times 6 = 120, 40×14=56040 \times 14 = 560, 60×12=72060 \times 12 = 720, 80×8=64080 \times 8 = 640.
Weighting each midpoint by its interval frequency yields the total estimated consumption across all stores in that bin.
3
Sum the total estimated consumption across all intervals.
120+560+720+640=2040 kWh120 + 560 + 720 + 640 = 2040 \text{ kWh}.
This calculation aggregate gives the total estimated electricity consumed by all 40 stores combined.
4
Divide the total estimated electricity consumption by the total number of stores.
204040=51 kWh\frac{2040}{40} = 51 \text{ kWh}.
Dividing the aggregate total by the sample size gives the estimated arithmetic mean per store.

Anahtar Kavram

Calculating the estimated mean of grouped data using class midpoints and weighted frequencies.
Tahmini Süre:1m 30s
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