PROBABILITY & STATISTICAL DATA ANALYSIS
About the course
This course is designed to introduce some statistical techniques as tools to analyse the data. The data represented by the different types of variables are derived from different sources; daily and industrial activities. The analysis begins with the data representation visually. The course will also explore some methods of parameter estimation from different distributions. Further data analysis is conducted by introducing the hypothesis testing. At the end of course the students should be able to apply some statistical models in analyzing data using available software.
PROJECT PROFILE
REFLECTION
From this project I have learned many important things and gained knowledge from conducting such a project. Mainly, I have learned how to conduct an inference statistical analysis on a selected dataset. We have used the test hypothesis testing, correlation, regression, and chi square test of independence. Here, I thank my lecturer Dr Azurah for giving us an opportunity to carry out this project. In this project, I was able to implement all that I studied. My group and I faced many challenges while doing this project. First, we had difficulties in understanding the project and we had many questions on how to conduct this project. Our lecturer helped us to conduct this project by completing the syllabus first so that we can have a better understanding on how to conduct this project. She also provided a guideline on what we should do and where we should start. It was very helpful for me and my group. We also faced a hard time in selecting a proper dataset. We were not able to use the dataset that we chose first because it contains negative values. So, we took time to find a suitable dataset. Finally, we managed to find a dataset which was retried from Kaggle, an online open source data source. Moreover, I also learned more about R programming. At first, I felt overwhelmed with the tasks provided but I managed to tackle each task with the help of my group members. I browsed the internet to have some ideas and that’s how I completed my tasks. I also thank my team members for their contribution in completing this project. We divided our tasks so that we don’t feel overwhelmed. We always discuss our project if we have any doubt so that we don’t miss out on anything. Team working plays an important role and that was the main strength in completing this project.
REPORT OF PROJECT 2
R SCRIPT
-
Download R Script.R
R Script.R Details
- Monday, 27 June 2022 [2KB]
DATASET
-
Download Dataset for project.csv
Dataset for project.csv Details
- Monday, 27 June 2022 [2.4KB]