Lecture
Extreme Values: Applications and Probability Framework
Related lectures (40)
Interval Estimation: Method of Moments
Covers the method of moments for estimating parameters and constructing confidence intervals based on empirical moments matching distribution moments.
Air Pollution Analysis
Explores air pollution analysis using wind data, probability distributions, and trajectory models for air quality assessment.
Probability Distributions in Environmental Studies
Explores probability distributions for random variables in air pollution and climate change studies, covering descriptive and inferential statistics.
Probability and Statistics
Covers p-quantile, normal approximation, joint distributions, and exponential families in probability and statistics.
Normal Distribution: Properties and Calculations
Covers the normal distribution, including its properties and calculations.
Estimation and Confidence Intervals
Explores bias, variance, and confidence intervals in parameter estimation using examples and distributions.
Probability and Statistics
Covers fundamental concepts in probability and statistics, including distributions, properties, and expectations of random variables.
Normal Distribution: Properties and Calculations
Covers properties and calculations related to the normal distribution, including probabilities and quantiles.
Modes of Convergence of Random Variables
Covers the modes of convergence of random variables and the Central Limit Theorem, discussing implications and approximations.
Probability and Statistics
Covers probability distributions, moments, and continuous random variables.