Page 5 - DMTH404_STATISTICS

CONTENT

Unit 1: Sample Space of A Random Experiment 1
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Unit 2: Methods of Enumeration of Probability 13
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Unit 3: Conditional Probability and Independence Baye’s Theorem 27
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Unit 4: Random Variable 48
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Unit 5: Functions of Random Variables 54
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Unit 6: Probability 69
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Unit 7: Modern Approach to Probability 85
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Unit 8: Expected Value with Perfect Information (EVPI) 117
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Unit 9: Variance of a Random Variable and their Properties 127
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Unit 10: Approximate Expressions for Expectations and Variance 132
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Unit 11: Chebyshev’s Inequality 150
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Unit 12: The Moment Generating Functions 158
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Unit 13: Moment Generating Function of a Random Vector 168
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Unit 14: Theoretical Probability Distributions 176
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Unit 15: Exponential Distribution and Normal Distribution 200
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