1132-Probability Theory-22042

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• 機率論Syllabus
• 01 Properties of Probability
• 02 Conditional Probability
• 03 Independent Events
• 04 Bayes Theorem
• 05 Random Variable of the Discrete Type
• 06 Mathematical Expectation
• 07 Mean, Variance and Moment-generating Function
• 08 Uniform Distribution and Hypergeometric Distribution
• 09 Binomial Distribution
• 10 Table of the binomial distribution
• 11 Negative Binomial and Geometric Distributions
• 12 Poisson Distribution
• 13 Table of the Poisson distribution
• 14 Random Variable of the Continuous Type
• 15 Uniform, Exponential and Gamma Distributions
• 16 Chi-square Distribution
• 16-1 Table of the Chi-Square Distribution
• 17 Normal Distribution
• 18-1 Table Va of the Standard Normal Distribution
• 18-2 Vb Table of the Standard Normal Distribution
• 19 Bivariate Distributions of the Discrete Type
• 20 The Covariance and the Correlation Coefficient
• 20-1 correlation-coefficient-scatterplots 1
• 20-2 correlation-coefficient-scatterplots 2
• 21 Conditional Distributions
• 22 Bivariate Distributions of the Continuous Type
• 24 Transformation (Univariate)
• 25 Transformation (Bivariate)