Question

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...

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

  1. 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-)

  2. 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-)

Solutions

Expert Solution

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.

****If you have any queries or doubts please comment below. if you're satisfied please give a like. Thank you!


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