In: Statistics and Probability
750,000
85,000
29,000
12,000
10,900
6,700
12,000
26,000
78,000
485,000
11,800
14,000
30,000
115,000
1,250,000
2,600,000
375,000
40,000
19,500
12,000
Generate the mean, median, mode, standard deviation, range, 30th percentile, rank for $40,000, percentile rank of $40,000 and the trimmean cutting off 10%. Write a statement that interprets each one. (Points-)
Compare the mean, median and mode. How can you explain the differences among them? Which one do you think is most appropriate to present central tendency for this data and why? (points-)
Data | (x-xbar)^2 | Sorted |
750000 | 2.04218E+11 | 6700 |
85000 | 45409479025 | 10900 |
29000 | 72412119025 | 11800 |
12000 | 81850349025 | 12000 |
10900 | 82480968025 | 12000 |
6700 | 84911046025 | 12000 |
12000 | 81850349025 | 14000 |
26000 | 74035689025 | 19500 |
78000 | 48441809025 | 26000 |
485000 | 34933479025 | 29000 |
11800 | 81964827025 | 30000 |
14000 | 80709969025 | 40000 |
30000 | 71874929025 | 78000 |
115000 | 33523779025 | 85000 |
1250000 | 9.06123E+11 | 115000 |
2600000 | 5.29877E+12 | 375000 |
375000 | 5914379025 | 485000 |
40000 | 66613029025 | 750000 |
19500 | 77615174025 | 1250000 |
12000 | 81850349025 | 2600000 |
5961900 | 7.5155E+12 | Total |
Mean,
= 5961900/20 = 298095
Median = average of (n/2)th and (n/2+1)st data.
= average of 10th and 11th data
= (29000+30000)/2 = 29500
Mode = 12000
Standard deviation
10% trimmed mean,
It exclude 10% data 2smallest and 2 largrest data
range = 2600000-6700 = 2593300
30th percentile.
= (30*20)/100 = 6th data = 12000
rank for $40,000 = 12
Percentile rank for $40000 = (12*100)/20 = 60th percentile.
The "mean" is the "average" you're used to, where you add up all the numbers and then divide by the number of numbers. The "median" is the "middle" value in the list of numbers. To find the median, your numbers have to be listed in numerical order from smallest to largest, so you may have to rewrite your list before you can find the median. The "mode" is the value that occurs most often. If no number in the list is repeated, then there is no mode for the list.
As here, Mean > Median > Mode, the data is positively skewed.
Here, Mean is the most appropriate to present central tendency for this data as the range of the data is high.
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