In this lesson, I have discussed inferential statistics of the following types:
1. T Test: Paired t-test, Independent t-test, one sample t-test
2. ANOVA: one way ANOVA and Two way ANOVA
3. Correlation: Pearson Correlation and Spearman Rank Correlation
4. Chi Square
5. Regression: Simple Regression, Multiple Regression and Logistic Regression

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Lesson-1: Introduction to Research: What is not research, what is research, Research and Knowledge pyramid
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Lesson-2: Source of research Problems, Research Problem selection consideration
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Lesson-3: Research Process
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Lesson-4: Research Philosophies | Research Paradigm
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Lesson-5: Ethics in Research
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Lesson-6: Types of Research | Examples
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Lesson-7: Sampling
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Lesson-8: Sample Design Process | Examples
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Lesson-9: Probability Sampling
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Lesson-10: Non-Probability Sampling
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Lesson-11: Determining Sample Size using Cochran & Yamane Formula for Finite & Infinite population with Examples
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Lesson-12: Good Sample Design Characteristics | Sampling Error | Systematic Bias
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Lesson-13: Data Collection Procedure | Steps in Data Collection
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Lesson-14: Types of Research Variables
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Lesson-15: Levels of Measurement Scale
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Lesson-16: Sources of Error in measurement
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Lesson-17: Tests of Sound Measurement (Goodness of Measurement)
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Lesson-18: Reliability and Reliability Testing Methods
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Lesson-19: Validity Tests
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Lesson-20: Adopting, Adapting and Developing Measuring Instrument
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Lesson-21: Steps to Develop Measuring Instrument
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Lesson-22: Secondary Data Collection Method
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Lesson-23: Primary Data Collection-Observation Method
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Lesson-24: Primary Data Collection-Interview and Focus Group Discussion
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Lesson-25: Primary Data Collection-Questionnaire and Schedule
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Lesson-26: Qualitative vs Quantitative Data
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Lesson-27: Factors Determining Data Collection Methods
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Lesson-28: Steps in Data Analysis | Data Analysis Process
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Lesson-29: Descriptive Analysis | Frequency | Central Tendency | Dispersion [ Ссылка ]

Lesson-30: Inferential Statistics: T Test | ANOVA | Correlation | Chi Square | Simple Regression | Multiple Regression & Logistic Regression
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