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Maximum Likelihood EstimationDelves into maximum likelihood estimators, their properties, and asymptotic behavior, emphasizing consistency and asymptotic normality.
Expectation and VarianceExplores expectation and variance for discrete random variables, emphasizing properties and practical applications.
Elements of StatisticsIntroduces key statistical concepts like probability, random variables, and correlation, with examples and explanations.
Basics of Risk Analysis and ManagementIntroduces the basics of risk analysis and management in civil engineering, covering distributions, statistical reminders, and mathematical interpretation techniques.