A teacher sets a test for a class of students. The teacher decides to analyse the test results using statistical analysis techniques. Given the table of results below, complete the following tasks:
CLASS RESULTS
STUDENTS TEST SCORE%
Thomas 74
Charles 55
Sarah 81
Mathew 68
James 71
Jessica 74
Daniel 86
Jack 66
Emma 73
Laura 72
Joshua 84
Alice 68
Samantha 70
a). Calculate the Mean of the test scores.
b). Calculate the Median of the test scores.
c). Calculate the Mode of the test scores.
d). Calculate the Range of the test scores.
e). Calculate the Variance of the test scores.
f). Calculate the Standard Deviation of the test scores.
g). Grade the scores based on the following criteria:
- A student scoring greater than two standard deviations above the mean is assigned a grade of A+ .
- A student scoring between one standard deviation above the mean and two standard deviations above the mean is assigned a grade of A.
- A student scoring between the mean and one standard deviation above the mean is assigned a grade of B
- A student scoring between the mean and one standard deviation below the mean is assigned a grade of C
- A student scoring between one standard deviation below the mean and two standard deviations below the mean is assigned a grade of D.
- A student scoring more than two standard deviations below the mean fails the test.
h). Construct a Histogram (i.e. frequency versus score) of the class results using the scheme specified in part (g)
i). Construct a relative frequency versus score graph for the class results using the scheme specified in part (g)
I have completed this question till (F), Please solve g, h and i. This is really urgent. i will give you great review. Thanks!
Solution-:
Let, x=Test Score
By using R-Software:
> x=c(74,55,81,68,71,74,86,66,73,72,84,68,70)
> #(a) for mean of the test scores
> Mean=mean(x);Mean
[1] 72.46154
> #(b) for median of the test scores
> med=median(x);med
[1] 72
> #(c) for mode of the test scores
> tx=table(x);
> m=which(tx==max(tx))
> stx=sort(unique(x))
> Mode=stx[m];
> Mode
[1] 68 74
> #(d) for range of the test scores
> min=min(x);min
[1] 55
> max=max(x);max
[1] 86
> range=max-min;range
[1] 31
> #(e) for variance of the test scores
> n=13
> v=var(x);v
[1] 65.76923
> var=((n-1)/n)*v;var
[1] 60.71006
> #(f) for Standard deviation of the test scores
> sd=sqrt(var);sd # Standard Deviation
[1] 7.791666
R-Code:
x=c(74,55,81,68,71,74,86,66,73,72,84,68,70)
#(a) for mean of the test scores
Mean=mean(x);Mean
#(b) for median of the test scores
med=median(x);med
#(c) for mode of the test scores
tx=table(x);
m=which(tx==max(tx))
stx=sort(unique(x))
Mode=stx[m];
Mode
#(d) for range of the test scores
min=min(x);min
max=max(x);max
range=max-min;range
#(e) for variance of the test scores
n=13
v=var(x);v
var=((n-1)/n)*v;var
#(f) for Standard deviation of the test scores
sd=sqrt(var);sd # Standard Deviation
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