Agenda - I
Uni-variate Analysis
Description, summarization or inspection of singleton variable
Uni-variate Analysis
Description, summarization or inspection of singleton variable
Tools for Uni-variate Analysis
Continuous Variable
Discrete Variable
Summary Statistics
Z-Test Vs T-Test
Chi Square Test
Frequency Distribution
Mode
KS Test
Bi-variate Analysis
- Understand relationship between two variables.
- Can be performed for any combination of categorical & continuous variables.
Bi-variate Analysis
Continuous - Continuous
Bi-variate Analysis
Continuous - Categorical
Bi-variate Analysis
Categorical - Categorical
Outlier Detection