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Project 4: Taguchi Design
Studied the effect of two 2-level factors (sex of head of household and whether the household is in urban area) and two 3-level factors (age of the head of the household and size of the household) on the total household expenditure of Vietnamese households. The dataset was obtained from Ecdat package. The study was performed using 2^6 Taguchi design by converting each of the 3-level factors into two 2-level factors.
Fractional Factorial Designs Project
Studied the effect of two 2-level factors (sex of head of household and whether the household is in urban area) and two 3-level factors (age of the head of the household and size of the household) on the total household expenditure of Vietnamese households. The dataset was obtained from Ecdat package.
Null Hypothesis Statistical Testing
Design of Experiments: Project 2
Titanic Dataset: Analysis of Survivors
The RMS Titanic was a British passenger liner that sank in the North Atlantic Ocean in the early morning of April 15, 1912 after colliding with an iceberg during her maiden voyage from Southampton to New York City. The ship contained 2,224 passengers and crew, out of which 1,500 died in the unfortunate incident. In this study, we intend to perform a statistical analysis of the fatalities on the ship using the Titanic dataset on Kaggle. The main question that we are addressing here is whether there is a statistically significance relation between the death of the person and their passenger class, age, sex and/or port where they embarked their journey.