Statistics Assignment
Added on 2022-11-24
11 Pages1203 Words458 Views
Running Head: STATISTICS ASSIGNMENT
Statistics Assignment
Name of the Student
Name of the University
Student ID
Statistics Assignment
Name of the Student
Name of the University
Student ID
STATISTICS ASSIGNMENT1
Table of Contents
Answer 1....................................................................................................................................3
Part A.....................................................................................................................................3
Part B......................................................................................................................................3
Part C......................................................................................................................................3
Part D.....................................................................................................................................3
Part E......................................................................................................................................4
Answer 2....................................................................................................................................4
Part A.....................................................................................................................................5
Part i...................................................................................................................................5
Part ii..................................................................................................................................5
Part iii.................................................................................................................................5
Part B......................................................................................................................................5
Part C......................................................................................................................................5
Part D.....................................................................................................................................6
Answer 3....................................................................................................................................6
Part A.....................................................................................................................................6
Part B......................................................................................................................................6
Part C......................................................................................................................................7
Part D.....................................................................................................................................8
Part E......................................................................................................................................9
Table of Contents
Answer 1....................................................................................................................................3
Part A.....................................................................................................................................3
Part B......................................................................................................................................3
Part C......................................................................................................................................3
Part D.....................................................................................................................................3
Part E......................................................................................................................................4
Answer 2....................................................................................................................................4
Part A.....................................................................................................................................5
Part i...................................................................................................................................5
Part ii..................................................................................................................................5
Part iii.................................................................................................................................5
Part B......................................................................................................................................5
Part C......................................................................................................................................5
Part D.....................................................................................................................................6
Answer 3....................................................................................................................................6
Part A.....................................................................................................................................6
Part B......................................................................................................................................6
Part C......................................................................................................................................7
Part D.....................................................................................................................................8
Part E......................................................................................................................................9
STATISTICS ASSIGNMENT2
Part F......................................................................................................................................9
Part G.....................................................................................................................................9
Part H.....................................................................................................................................9
Part I.......................................................................................................................................9
Part J.......................................................................................................................................9
Part K...................................................................................................................................10
Part I.....................................................................................................................................10
Part F......................................................................................................................................9
Part G.....................................................................................................................................9
Part H.....................................................................................................................................9
Part I.......................................................................................................................................9
Part J.......................................................................................................................................9
Part K...................................................................................................................................10
Part I.....................................................................................................................................10
STATISTICS ASSIGNMENT3
Answer 1
Part A
Null Hypothesis (H0): X ≤ Y
Alternate Hypothesis (HA): X > Y
Part B
Test Statistic (t) =
X −Y
√ SX
2
nX
+ SY
2
nY
= 9.0941−10.4333
√ 1.7994 ×1.7994
12 + 1.719 ×1.719
12
=−1.8641
Part C
Average of the difference = - 1.3992
SD of the difference = 0.8881
Number of observations = 12
SE = 1.96× SD
√n = 1.96 ×0.8881
√12 =0.5025
Lower Confidence limit = Average – SE = - 1.3992 – 0.5025 = - 1.8416
Upper Confidence limit = Average + SE = - 1.3992 + 0.5025 = - 0.8367
Part D
P-Value = P [t ≥ - 1.86] = 0.9621.
From the 95% confidence interval obtained, it can be said with 95% confidence that
the difference between the diets X and Y will lie between – 1.84 and – 0.84. Further, it can be
said from the p-value that it is higher than the level of significance (0.05). Thus, the null
hypothesis is accepted and hence can be said that diet X is superior than diet Y.
Answer 1
Part A
Null Hypothesis (H0): X ≤ Y
Alternate Hypothesis (HA): X > Y
Part B
Test Statistic (t) =
X −Y
√ SX
2
nX
+ SY
2
nY
= 9.0941−10.4333
√ 1.7994 ×1.7994
12 + 1.719 ×1.719
12
=−1.8641
Part C
Average of the difference = - 1.3992
SD of the difference = 0.8881
Number of observations = 12
SE = 1.96× SD
√n = 1.96 ×0.8881
√12 =0.5025
Lower Confidence limit = Average – SE = - 1.3992 – 0.5025 = - 1.8416
Upper Confidence limit = Average + SE = - 1.3992 + 0.5025 = - 0.8367
Part D
P-Value = P [t ≥ - 1.86] = 0.9621.
From the 95% confidence interval obtained, it can be said with 95% confidence that
the difference between the diets X and Y will lie between – 1.84 and – 0.84. Further, it can be
said from the p-value that it is higher than the level of significance (0.05). Thus, the null
hypothesis is accepted and hence can be said that diet X is superior than diet Y.
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