| Category | Assignment | Subject | Computer Science |
|---|---|---|---|
| University | University of Hertfordshire | Module Title | Data Analysis And Statistics |
According to this case study, we have to choose a correct statistical method to understand any analytical problem. In this case study, Regression Analysis (Linear or Logistic Regression) can be a good approach, as it will help to understand the impact of one variable on another variable. If you are doing numerical data analysis, then Correlation Analysis will also be useful, which will define the relationship between variables.
If you have to compare between groups, then Analysis of Variance (ANOVA) will be a better technique. Also, we can validate any assumption by using Hypothesis Testing.
The amount of data needed will depend on the problem statement, such as sales figures, customer behavior, or survey responses. This theoretical analysis is the best approach to logically understand the case study and derive accurate insights.
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