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Related lectures (32)

Page 3 of 4

Multivariate Gaussian Distribution

Covers the definition of multivariate Gaussian distribution and its properties, including moment generating function and linear combinations of variables.

Exploratory Statistics: Understanding Populations and Samples

Covers exploratory statistics, focusing on populations, samples, and various statistical measures.

Model Selection in Statistics

Explores model selection in statistics, discussing principles, probabilistic models, characteristics evaluation, and data visualization methods.

Statistical Inference: Weighted Mean and Radioactive Decay

Introduces weighted mean calculation and radioactive decay concept with probability estimation.

Attenuation Correction

Explores the fundamentals of attenuation correction in biomedical imaging and simplifies the process using the geometric mean at 180°.

Geometric Transformations: Meanings and Applications

Explores geometric transformations, invariant properties, and mean relationships in modern geometry.

Quantitative Analysis: Statistical Methods

Explains statistical methods in quantitative analysis, emphasizing precision, accuracy, and sample representation.

Probability Theory: Basics and Applications

Covers the fundamental concepts of probability theory and random variables.

Variational Inference and Neural Networks

Covers variational inference and neural networks for classification tasks.

Variance of Random Variables

Covers the concept of variance for random variables and introduces calculation rules.