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Summary of Statistics and Hypothesis Testing

Perform various statistical analysis tasks including scatter diagram, correlation, mean point calculation, line of best fit, estimation, t-test, mean, median, mode, range, cumulative frequency curve, variance, standard deviation, mean deviation, comparison of test results, and analysis of the effect of a charge.

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Added on  2023-04-21

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Summary of statistics including mean, standard deviation, and sample size for South and North regions. Hypothesis testing to determine if there is a significant difference in leaf thickness between the two regions.

Summary of Statistics and Hypothesis Testing

Perform various statistical analysis tasks including scatter diagram, correlation, mean point calculation, line of best fit, estimation, t-test, mean, median, mode, range, cumulative frequency curve, variance, standard deviation, mean deviation, comparison of test results, and analysis of the effect of a charge.

   Added on 2023-04-21

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Question 1
a. Given a set of data (4, 6, 2, 4, 8, 2,1, 8, -3, -5, 2, -8,3, 6, 8, 10)
x
n = 4+6+ 2+ 4+ 8+2+1+835+ 28+3+ 6+8+10
16 =3
b. Mode
x f
-8 1
-5 1
-3 1
1 1
2 3
3 1
4 2
6 2
8 3
10 1
Mode = 2 and 8
c. Median=
n
2 + n+2
2
2 = 4+3
2 =3.5
Question 2
Number of letters Number of Days
cumulative number
of day
0 6 6
1 19 25
2 13 38
3 9 47
4 6 53
5 0 53
6 0 53
7 2 55
a. Modal number of letters received per day=1 letter
Summary of Statistics and Hypothesis Testing_1
b. Median number of letters received per day, since n is odd, median = n+1
2 =55+ 1
2 =28 hence
median =2 letters
c. Mean number letters per day= fx
f = 110
55 =2
d. Range of letters received=7-0=7
e. Interquartile range
Q1= n+1
4 =56
4 =14nth term which corresponds to 1 letter.
Q3=3 ( n+1
4 )=314=42 thtermwhich corresponds to 3 letters.
Interquartile range=Q3-Q1=3-1=2
Question 3
range of
x f cf
50-100 7 7
100-150 24 31
150-200 29 60
200-250 18 78
250-300 12 90
0 50 100 150 200 250 300 350
0
10
20
30
40
50
60
70
80
90
100
Cummulative frequency curve
Summary of Statistics and Hypothesis Testing_2
a. N for Medium =N/2 and N/2 +1
90
2 +( 90
2 +1)
2 =45.5 th term
From the graph this corresponds to about Q0=180
b. For the lower quartile, N1= N +1
4 =22.75 thterm with a corresponding value of 110
Summary of Statistics and Hypothesis Testing_3

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