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  Chap 14 - Permutations & Combinations

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• Permutations (distinct objects / with repetitions) (63:42) Start
• Permutations (with restrictions); Circular arrangements; Combinations (108:35) Start
• Relationship between Permutations and Combinations (107:20) Start

  Chap 15 - Probability

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• Recap of O level Prob, Conditional Prob, Independent Events (110:42) Start
• Problem Solving Techniques (Part I) (113:43) Start
• Problem Solving Techniques (Part II) (66:04) Start

  Chap 16 - Discrete Random Variables

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• Probability Density Function; E(X) (37:19) Start
• Var(X); Linear Combination of Independent Random Variables (109:36) Start

  Chap 17 - Binomial Distribution

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• Introduction, GC Keystrokes, Expectation & Variance (112:48) Start
• Mode, Misc Examples (108:28) Start
• Misc Examples (II) (9:37) Start
• Misc Examples (III) (20:40) Start
• Misc Examples (IV) (10:03) Start

  Chap 18 - Normal Distribution

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• Normal distribution (normalcdf, inverse norm, standardisation) (101:20) Start
• Normal distribution (linear combinations of independent variables) (91:32) Start

  Chap 19 - Sampling

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• Distribution of Sample Mean (101:54) Start
• Central Limit Theorem, Unbiased Estimates (111:52) Start

  Chap 20 - Hypothesis Testing

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• Hypothesis Testing (104:47) Start
• Hypothesis Testing (Reverse) (105:22) Start

  Chap 21 - Correlation & Regression

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• Correlation & Regression (114:02) Start
• Transformation of Data Points from Non-Linear to Linear (101:38) Start
• Worked Example (Residuals) (31:22) Start