Application of Manova and Reflection Study
Added on 2023-06-15
10 Pages1729 Words105 Views
Running Head: APPLICATION OF MANOVA AND REFLECTION STUDY
Application of Manova and Reflection Study
Name of the Student
Name of the University
Author Note
Application of Manova and Reflection Study
Name of the Student
Name of the University
Author Note
1APPLICATION OF MANOVA AND REFLECTION STUDY
Table of Contents
Part A...............................................................................................................................................2
Exploratory Data Analysis...........................................................................................................2
MANOVA Analysis....................................................................................................................4
Part B: Reflection............................................................................................................................6
References........................................................................................................................................9
Table of Contents
Part A...............................................................................................................................................2
Exploratory Data Analysis...........................................................................................................2
MANOVA Analysis....................................................................................................................4
Part B: Reflection............................................................................................................................6
References........................................................................................................................................9
2APPLICATION OF MANOVA AND REFLECTION STUDY
Part A
The aim of this research is to examine which drug is better to improve the cholesterol
levels. The data contains low-density lipoprotein (LDL) and high-density lipoprotein (HDL) for
a control group and three other groups who have been treated with three different types of drugs,
Drugs A, B and C. To test the version of the drug that shows the most promise in controlling
cholesterol, MANOVA test has to be conducted (Meyers, Gamst & Guarino, 2016).
Exploratory Data Analysis
From the exploratory analysis of the data, it can be seen that the average level of the bad
cholesterol (LDL) is 97.98 which is less than the level of 100 with a standard deviation of 17.165
which is quite less. Thus, the bad cholesterol level is close to the mean level for most of the
individuals. Thus, it is at a better stage. The average level of good cholesterol is 61.43 with a
standard deviation of 7.103 which is also very less. Thus, most people have a good cholesterol
level close to the mean level which is higher than 60. Thus, the cholesterol levels are under
control for most of the participants of the study (Holcomb, 2016).
Part A
The aim of this research is to examine which drug is better to improve the cholesterol
levels. The data contains low-density lipoprotein (LDL) and high-density lipoprotein (HDL) for
a control group and three other groups who have been treated with three different types of drugs,
Drugs A, B and C. To test the version of the drug that shows the most promise in controlling
cholesterol, MANOVA test has to be conducted (Meyers, Gamst & Guarino, 2016).
Exploratory Data Analysis
From the exploratory analysis of the data, it can be seen that the average level of the bad
cholesterol (LDL) is 97.98 which is less than the level of 100 with a standard deviation of 17.165
which is quite less. Thus, the bad cholesterol level is close to the mean level for most of the
individuals. Thus, it is at a better stage. The average level of good cholesterol is 61.43 with a
standard deviation of 7.103 which is also very less. Thus, most people have a good cholesterol
level close to the mean level which is higher than 60. Thus, the cholesterol levels are under
control for most of the participants of the study (Holcomb, 2016).
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