Question

In: Statistics and Probability

Use this sample of house prices and lot sizes in the Pelham Bay neighborhood of the...

Use this sample of house prices and lot sizes in the Pelham Bay neighborhood of the Bronx from 2018-2019 to answer the questions below.

price lot size
490000 2503
512000 2483
345000 2500
508670 2900
550000 2513
300000 2513
995000 4950
920000 3135
470000 2375
450000 2375
  1. What kind of data is this?
  2. For one of the series, and for 3 equally spaced non-overlapping intervals what in the interval size, the beginning, end and midpoint of each interval, the frequency, relative frequency, and cumulative relative frequency of each interval? Sketch the histogram and ogive.
  3. What is the maximum, minimum, first quartile, median, third quartile, IQR, range, arithmetic mean, and standard deviation of the ungrouped data?

Solutions

Expert Solution

for Price

class interval frequency mid point ,x class width frequency relative frequency=fi/N cumulative frequency
300000-531699 6 415849.5 231700 7 0.7 7
531700-763399 11 647549.5 231700 1 0.1 8
763400-995099 4 879249.5 231700 2 0.2 10

maximum =    995000
minimum=   300000

quartile , Q1 = 0.25(n+1)th value=   2.75th value of sorted data=   423750
      
Quartile , Q3 = 0.75(n+1)th value=   8.25th value of sorted data=   642500

Median=0.5(n+1)th value =    5.5th value of sorted data=   499335
IQR = Q3-Q1 =    642500-423750=   218750.0
range=max-min =    995000-300000=   695000.000
mean =    ΣX/n =    5540670/10=   554067.00
sample std dev =   √ [ Σ(X - X̄)²/(n-1)] =   √(462436764010/9)=   226675.677


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