Statistical Methods
- Introduction of know discrete distributions
- Introduction of know continues distributions
- Sampling and sample distributions
- Central limit theorem and its applications
- Point estimate of parameters in distributions
- Interval estimate of parameters in distributions
- Hypothesis testing and type I , II errors
- Hypothesis testing for mean of normal distributions
- Hypothesis testing for variance of normal distributions
- Hypothesis testing for mean of a distribution
- Hypothesis testing for means difference of two independent normal distributions
- Hypothesis testing for variances ratio of two independent normal distributions
- Hypothesis testing for means difference of two independent distributions
- Analysis of variance
- Simple Linear Regression Model
- Multiply Linear Regression Model
- Independence hypothesis testing
- Contingency tables