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H2 Mathematics (JC) - Statistics
Chap 14 - Permutations & Combinations
Permutations (distinct objects / with repetitions) (63:42)
Permutations (with restrictions); Circular arrangements; Combinations (108:35)
Relationship between Permutations and Combinations (107:20)
Chap 15 - Probability
Recap of O level Prob, Conditional Prob, Independent Events (110:42)
Problem Solving Techniques (Part I) (113:43)
Problem Solving Techniques (Part II) (66:04)
Chap 16 - Discrete Random Variables
Probability Density Function; E(X) (37:19)
Var(X); Linear Combination of Independent Random Variables (109:36)
Chap 17 - Binomial Distribution
Introduction, GC Keystrokes, Expectation & Variance (112:48)
Mode, Misc Examples (108:28)
Misc Examples (II) (9:37)
Misc Examples (III) (20:40)
Misc Examples (IV) (10:03)
Chap 18 - Normal Distribution
Normal distribution (normalcdf, inverse norm, standardisation) (101:20)
Normal distribution (linear combinations of independent variables) (91:32)
Chap 19 - Sampling
Distribution of Sample Mean (101:54)
Central Limit Theorem, Unbiased Estimates (111:52)
Chap 20 - Hypothesis Testing
Hypothesis Testing (104:47)
Hypothesis Testing (Reverse) (105:22)
Chap 21 - Correlation & Regression
Correlation & Regression (114:02)
Transformation of Data Points from Non-Linear to Linear (101:38)
Worked Example (Residuals) (31:22)
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Mode, Misc Examples
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