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Related lectures (32)
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Continuous Culture: Chemostat
Explores continuous culture using a chemostat, covering design, operation, advantages, productivity, applications, and comparisons with batch cultures.
Elements of Statistics: Probability and Random Variables
Introduces key concepts in probability and random variables, covering statistics, distributions, and covariance.
Confidence Intervals: Gaussian Estimation
Explores confidence intervals, Gaussian estimation, Cramér-Rao inequality, and Maximum Likelihood Estimators.
Thematic Attributes and Classification
Covers statistical thematic mapping, types of maps, discretization methods, and proportional symbols in maps.
Darcy's Law and Hydraulic Conductivity
Discusses Darcy's law, tortuosity factor, deviations, and conductivity measurement methods.
Probability Theory: Central Limit Theorem
Explores probability theory, distribution of averages, and the central limit theorem.
Parameter Estimation
Discusses parameter estimation, including checks, quality, distribution, and statistical properties of estimates.
Advanced Probabilities: Random Variables & Expected Values
Explores advanced probabilities, random variables, and expected values, with practical examples and quizzes to reinforce learning.
Conditional Density and Expectation
Covers conditional density, independence of random variables, expectation, and variance calculation.
Statistical Measures: Mean, Median, and Dispersion Techniques
Discusses statistical measures of central tendency and dispersion, focusing on mean, median, and their implications in data analysis.
Stochastic Processes: Ergodicity
Explores ergodicity in continuous-time stochastic processes and its properties as time approaches infinity.
Portfolio Optimization: Risk and Return
Explores the tradeoff between risk and return in portfolios, the benefits of diversification, and the impact of correlation on portfolio risk.
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