Statistics1

Question one: Determine if there is a significant difference between boys’ and girls’ UI1 test scores?
UI1 Boys: 5,15,14,14,5,6,7,6,6,15,5,15,15 n=13
UI1 Girls: 15,12,10,12,16,14,15,9,15,11,15,7,16 n=13
Step one: sum of the groups.
SUM: U11 BOYS=128
SUM: U11 GIRLS = 167
Step two: square sum of step one:
128
2
=16384
167
2
=27889
Step three: determine mean of the two groups.
Boys U11 =
128
13
=9.846
Girls U11=
167
13
= 12.846
Step four: square the individual scores then add them up.
UI Boys: 5
2
+15
2
+14
2
+14
2
+5
2
+6
2
+7
2
+6
2
6+6
2
+15
2
+5
2
+15
2
+15
2
= 1524
UI1 Girls: 15
2
+12
2
+10
2
+12
2
+16
2
+14
2
+15
2
+9
2
+15
2
+11
2
+15
2
+7
2
+16
2
= 2247
Step five: let UI1 boys be B
Let UI1 girls be G
(∑B)
2
= 128
2
=16384
(∑G)
2
= 167
2
= 27889
µ
b =
9.846
µ
g
=12.846
∑B
2
= 1524
∑G
2
= 2247
N
B=
13
N
G
=13
9.846-12.846
t= √4688
2
+
2.911
2
√13 √ 13
t=
−3
1.530
t=-1.960
Step 6: N
B
-1 + N
G
- 1 = 13-1 + 13-1 =24
Step 7: from the t- table
Using 5% (0.05), 24 degrees of freedom.
Level of 0.05 = 2.0634
Step 8: the calculated t value -1.960 is less than 2.0639 from the table.
Conclusion
Therefore, this means that p>0.05
As p-value is greater than the alpha level, we cannot significantly conclude that there is a difference between boys
And girls.
Question two: Determine if there is a significant difference between 6-year-olds’ and 7-year-olds’ UI1 scores?
Data set A= 6-year-old: 5,12,10,12,5,6,7,9,15,11,6,5,7
Data set B= 7-year-old: 15,14,14,16,14,15,6,15,15,16,15,15
Step one: sum of two groups.
SUM: A= 5+12+10+….7 =110
SUM: B= 15+15+14+……+15=185
Step two: square sum of step one:
110
2
=12100
185
2
= 34225
Step three: find the mean of the two groups.
6-year-old =
110
13
=8.462
7-year-old=
185
13
= 14.231
Step four: square the individual scores then add them up.
6-year-old: 5
2
+12
2
+10
2
+12
2
+5
2
+6
2
+7
2
+9
2
+15
2
+11
2
+6
2
+5
2
+7
2
= 1060
7-year-old: 15
2
+15
2
+14
2
+14
2
+16
2
+14
2
+15
2
+6
2
+15
2
+15
2
+16
2
+15
2
+15
2
= 2711
Step five:
(∑A)
2
= 12100
(∑B)
2
= 34225
µ
a =
8.462
µ
b
=14.231
A
2
=2711
B
2
= 1060
N
A
=13
NB=13
8.462 - 14.231
t= 3.282
2
+ √
2.555
2
√13 √ 13
t=
−5.769
1.154
t= -5.001
Step 6: degrees of freedom= N
A
-1 + N
B
- 1 = 13-1 + 13-1 = 24
Step 7: from the t - table
Using 5% (0.05), 24 degrees of freedom.
Level of 0.05 = 2.0639
Step 8: the calculated t value of -5.001 is more than 2.0639 from the table.
Conclusion
Therefore, this means that p<0.05
we can conclude that there is a significant difference between 6 years and 7-year U11 scores.
Question 3: Determine if there is a significant difference between UI1’s scores concerning the number of
devices they have at home?
Scores of the UI at home.
3 devices score: 15,10,14,6,9,11,7
4 devices score: 5,15,12,12,16,15,6,15,15,5
5 devices score: 15,5,14,7,6,16,15.
6 devices score: 15,5.
Step one: sum of individual devices scores at home.
3 devices score: 15+10+14+6+9+11+7=72
4 devices score: 5+15+12+12+16+15+6+15+15+5=116
5 devices score: 15+5+14+7+6+16+15=77
6 devices score: 15+5= 20
Step two: find the grand mean. = 72+116+77+20/26= 10.962
Individual group mean:
3 devices score:
72
7
= 10.286
4 devices score:
116
10
= 11.6
5 devices score:
77
7
= 11.0
6 devices score:
20
2
= 10.0
Step three: analysis of variance (ANOVA) procedure.
H
0
= µ
1
= µ
2
= µ
3
= µ
4
versus
H
0
µ
1
µ
2
µ
3
µ
4
at =0.05 significant level.
Source
D.F- degree of freedom
M.S-mean of sum
of squares
Regression
3
11.375
Error
22
18.765
Total
25
SS
2
= [(15-10.286)
2
+(10-10.286)
2
+…………+ (7-10.286)
2
] +
[(5-11.6)
2
+(15-11.6)
2
+…………. +(5-11.6)
2
]+
[(14-11)
2
+(5-11)
2
+…………. +(15-11)
2
] +
[(15-10)
2
+(5-10)
2
SSE =67.428+184.4+136+25
=412.828
SS7 = [(15-10.962)
2
+(10-10.962)
2
+…………. + (5-10.962)
2
]
=446.953
Step 4: Degrees of freedom
M=4 therefore 4-1=3 degrees of freedom.
N= 26 therefore 26-1=25 degrees of freedom.
F value = F 0.05, 3, 25 =2.99
Step 5: F calculated = 0.06062
F =2.99
F
c
<F
0.6062<2.99
We accept H
0
= µ
1
= µ
2
= µ
3
= µ
4
Conclusion
There is no significant difference between scores corresponding the number of devices they have at home.
Question 4: Determine if there a significant difference between students’ UI1 and UI2 scores?
UI2=5,15,15,14,12,10,14,12,16,5,6,14,15,7,9,6,15,11,6,15,15,5
UI1= 18,20,21,22,15,20,23,25,21,19,18,26,22,29,24,20,21,23,25,22,24,15,24,23.
Step one: sum of scores.
UI1= 295
UI2= 571
Step two: square sum of step one:
295
2
=87025
571
2
=326041
Step three: find the mean of the two devices.
UI1 =
295
26
=11.346
UI2=
571
26
= 21.961
Step four: square the individual scores then add them up.
UI1: 5
2
+15
2
+15
2
+14
2+
……………………. +15
2
= 3771
UI2: 18
2
+20
2
+21
2
+22
2
+…………………...+3
2
= 12817
Step five:
11.346 - 21.961
t= 4.118
2
+
√3.228
2
26 26
t=
10.615
1.0782
t= -9.845
Step 6: degrees of freedom= N
A
-1 + N
B
- 1 = 26-1 + 26-1 =50
Step 7: from the T- table
Using 5% (0.05), 50 degrees of freedom.
Level of 0.05 = 2.00856
Step 8: the calculated t value is -9.845
t value from the table is 2.00856
Conclusion
Therefore, this means that p<0.05
we can conclude that there is a significant difference between UI1 and U12 scores.

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