Probability:
- Definitions of Probability
- Addition and Multiplication Rules of Probability
- Probability Distribution
- Discrete Probability Distribution
- Expected Values and Variance
- Continuous Probability Distribution
- The Binomial Distribution
- The Poisson Distribution
- Hyper geometric Distribution
- The Normal Distribution
SAMPLING AND SAMPLING DISTRIBUTION
- Population and Sample
- Parameters and Estimators
- Reasons for Sampling
- Random Sampling
- Stratifies Random Sampling
- Systematic Sampling
- Cluster Sampling
- Sampling Distributions
- Point and Interval Estimation
- Determination of Sample Size
TESTING OF HYPOTHESIS
- The rationale of Hypothesis
- Testing Type of Errors
- Testing Hypothesis about One Mean
- Testing Hypothesis about Two Means
- Testing Hypothesis about Proportions
- Goodness of Fit
- Contingency Table Analysis
REGRESSION AND CORRELATION ANALYSIS
- The Functional Relationship between Two Variables
- Scatter Diagram
- Linear Correlation
- Inferences Concerning Correlation Coefficient
- The Linear Regression Equation
- The Principle of Least Squares
- Estimating Regression Equation
- Coefficient of Determination
- Multiple Regression and Correlation Analysis