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Related lectures (30)
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Stability Criteria in Plasma Waves
Covers the stability criteria in plasma waves, focusing on the Norton-Garder Theorem.
Sampling Theory: Statistics for Mathematicians
Covers the theory of sampling, focusing on statistics for mathematicians.
Maximum Likelihood Estimation
Covers Maximum Likelihood Estimation, focusing on ML Estimation-Distribution, Shrinkage Estimation, and Loss functions.
Compression
Covers the concept of compression and constructing prefix-free codes based on given information.
Probability and Statistics
Covers inequalities, joint Gaussian distribution, risk estimation, and classification method testing in probability and statistics.
Probability and Statistics
Covers probability distributions, moments, and continuous random variables.
Normal Distribution: Characteristics and Z-scores
Explores normal distribution characteristics, Z-scores, probability in inferential statistics, sample effects, and binomial distribution approximation.
Common Distributions: Moment Generating Functions
Explores common probability distributions, special distributions, and entropy concepts.
Statistical Analysis: Boxplot and Normal Distribution
Introduces statistical analysis concepts like boxplot and normal distribution using real data examples.
Moment Generating Function and Multivariate Normal Distribution
Explores moment generating functions and multivariate normal distributions in probability and statistics.
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