Probability and Statistics

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Related lectures (54)

Probabilistic Methods in Combinatorics Log in to Mediaspace to watch this video

Covers probabilistic methods in combinatorics, monochromatic edges, 2-colorable graphs, and good 2-colorings.

Risk Analysis in Project Management Log in to Mediaspace to watch this video

Explores risk analysis in project management, covering identification, prevention, quantification, and lean management.

Stochastic Processes: Definitions and Examples Log in to Mediaspace to watch this video

Covers the definitions and examples of continuous-time stochastic processes.

Probability Laws and Properties Log in to Mediaspace to watch this video

Explores probability laws, properties, theorems, and inclusion-exclusion formulas for multiple events.

Percolation Theory: FKG Inequality Log in to Mediaspace to watch this video

Explores the FKG inequality in percolation theory and the reverse FKG theorem.

Statistical Theory: Fundamentals Log in to Mediaspace to watch this video

Covers the basics of statistical theory, including probability models, random variables, and sampling distributions.

Markov Chains: Reversibility and Stationary Distribution Log in to Mediaspace to watch this video

Explores reversibility in Markov chains and its impact on the stationary distribution, highlighting the complexity of non-reversible chains.

Quantum Science: Photoemission and Interference Exercises Log in to Mediaspace to watch this video

Discusses quantum science exercises on photoemission, interference, and particle behavior, emphasizing student engagement and problem-solving.

Probability Distributions: Central Limit Theorem and Applications Log in to Mediaspace to watch this video

Discusses probability distributions and the Central Limit Theorem, emphasizing their importance in data science and statistical analysis.

Normal Distribution: Characteristics and Examples Log in to Mediaspace to watch this video

Covers the characteristics and importance of the normal distribution, including examples and treatment scenarios.

Quantum Mechanics: Schrödinger Equation Log in to Mediaspace to watch this video

Covers the Schrödinger equation, observables, wave packet spreading, and conservation of probability in quantum mechanics.

Risk Assessment: Understanding Uncertainty in Environmental Projects Log in to Mediaspace to watch this video

Covers risk and uncertainty in environmental projects, focusing on cost-benefit analysis and the concept of certainty equivalent for risk-averse individuals.

Statistics: Exploratory Data Analysis Log in to Mediaspace to watch this video

Introduces statistics basics, including data analysis and probability theory, emphasizing central tendency, dispersion, and distribution shapes.

Elements of Statistics Log in to Mediaspace to watch this video

Introduces key statistical concepts like probability, random variables, and correlation, with examples and explanations.

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