- Research and its various types
- Research Paradigms
- Research Models
- Steps of the Research Process
- Literature Review
- Hypotheses and Objectives
- Develop your Research Question
- Data collection techniques
- Experimental Design
- Statistics
- Statistical Inference
- Measures of Central Tendency Ungrouped Data
- Measures of Variability of Ungrouped Data
- Measures of Central Tendency Grouped Data
- Sampling and Sampling Distribution
- Probability Theory and Random Distribution
- Structure of Probability
- Types of Probability
- Bayes’ Rule
- Discrete vs. Continuous Distributions
- Statistical Inference and Parameters Estimation
- Hypothesis Testing
- Z-test
- P-Test
- One-tailed and Two-tailed Tests
- Analysis Of Variance(ANOVA)
- Bartlett’s Test
- Modified Levene Test
- Regression Model
- Multiple Comparison Methods
- t- Test
- F- Test
- Tukey’s Test
- The Fisher Least Significant Difference (LSD) Method
- Duncan’s Multiple Range Test
- The Newman-Keuls Test
- Dunnett’s Procedure
- The Kruskal-Wallis Test
- Rank Transformation
- One-way ANOVA and Two Way ANOVA
- Randomized Blocks, Latin Squares and Related Designs
- SPSS Tool
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