View Detailed Video Lectures on Statistics
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We have 46 lectures [20 hrs : 49 mins] lectures on Statistics. You can view the lectures below. [Duration] is given in brackets.
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- Overview in Statistics 4 mins
- What is Statistics? 10 mins
- Statistics: Data, Types, Diagrams 45 mins
- Types of Data: Primary vs. Secondary Data 11 mins
- Descriptive vs Inferential Statistics; Parametric vs Non-Parametric Statistics 17 mins
- Review of Arithmetic and Algebra 8 mins
- Discrete vs. Continuous Probability Distribution 13 mins
- Normal Distribution Curve Versus Standard Normal Distribution Curve 9 mins
- Calculating Z-Score 12 mins
- Central Limit Theorem 17 mins
- Collection Data: Cases & Variable, Sample & Population, Source of Bias 33 mins
- Research Study Design 25 mins
- Research Types 44 mins
- Types of Scientific Research 16 mins
- Research Design 49 mins
- Experimental Design 37 mins
- Bivariate Designs 19 mins
- Experimental Designs & Blocking 38 mins
- Hypothesis – Types, Characteristics & Formulation 26 mins
- Testing Hypothesis- Types of Errors 24 mins
- Critical Value 37 mins
- P-Value 16 mins
- Recap of Type I Error 6 mins
- What is Power Analysis & Effect Size 20 mins
- Recap of Type II Error 9 mins
- Terminology in Research & Statistics 11 mins
- Writing Good Hypothesis 9 mins
- Scholarly Writing, Ethics in Research 14 mins
- Confidence Interval 39 mins
- Variables 53 mins
- Sampling & Types of Sampling 23 mins
- Describing Data – Categorical Variables 39 mins
- Distributions: Frequency Distribution & Skewness 30 mins
- Statistics: Central Tendency, Variance, Standard Deviation, Inferential Statistics, Skewness 56 mins
- Measures of Central Tendency 10 mins
- Describing Data – Quantitative Variables 59 mins
- Measures of Variation or Dispersion 41 mins
- Describing Data – One and Two Quantitative Variables – Outliers and Scatterplot 21 mins
- Simple Correlation – Pearson Product, Spearman Rank and Kendall Tau 51 mins
- Correlation: Special, Partial, Part & Multiple Correlation 41 mins
- Regression: Residuals, Assumptions, Confidence Interval & Numericals 54 mins
- Inference of Proportions: One and Two Independent Proportions 29 mins
- Inference of One Sample Mean – T-Test 40 mins
- Paired Sample - T-Test 21 mins
- Independent Means - T-Test 30 mins
- Effect Size – Eta Squared and Cohen՚s D 13 mins