Mediaspace scheduled maintenance: Aug 25, 2026 07:00 - 12:00 AM. During this time, videos will be temporarily unavailable. Check status updates.

Home

Lecture

Laplace Approximation: Integral Estimation

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (36)

Eigenstate Thermalization Hypothesis Log in to Mediaspace to watch this video

Explores the Eigenstate Thermalization Hypothesis in quantum systems, emphasizing the random matrix theory and the behavior of observables in thermal equilibrium.

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.

Probability Distributions in Environmental Studies Log in to Mediaspace to watch this video

Explores probability distributions for random variables in air pollution and climate change studies, covering descriptive and inferential statistics.

Confidence Intervals and MLE Limit Theorems Log in to Mediaspace to watch this video

Explores constructing confidence intervals and MLE limit theorems for large samples.

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.

Statistical Analysis: Boxplot and Normal Distribution Log in to Mediaspace to watch this video

Introduces statistical analysis concepts like boxplot and normal distribution using real data examples.

Distributions and Derivatives Log in to Mediaspace to watch this video

Covers distributions, derivatives, convergence, and continuity criteria in function spaces.

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

Explores the Central Limit Theorem, covariance, correlation, joint random variables, quantiles, and the law of large numbers.

Interval Estimation Log in to Mediaspace to watch this video

Covers the construction of confidence intervals for a normal distribution with unknown mean and variance.

Probability and Statistics: Data Modeling and Analysis Log in to Mediaspace to watch this video

Explores PDF forms, statistics, boxplots, density curves, and data analysis methods.

Estimating Random Variables Log in to Mediaspace to watch this video

Covers the estimation of random variables, including expectations, variances, and quantiles.

Linear Regression: Basics and Applications Log in to Mediaspace to watch this video

Explores linear regression using the method of least squares to fit data points with the equation y = ax + b.

Course Overview & Introduction to OLS Log in to Mediaspace to watch this video

Introduces the FIN-403 Econometrics course, emphasizing practical application of standard econometric models like Ordinary Least Squares (OLS) in economic and financial contexts.

Numerical Methods in Physics Log in to Mediaspace to watch this video

Covers numerical methods in physics, focusing on solving complex problems and understanding limitations.

Lagrange Interpolation: Numerical Integration Techniques Log in to Mediaspace to watch this video

Covers Lagrange interpolation and its application in numerical integration techniques, focusing on both non-composite and composite methods of quadrature.

ANOVA: Partitioning Total SS Log in to Mediaspace to watch this video

Covers ANOVA method, focusing on partitioning total sum of squares into treatment and error components, mean square calculations, Fisher statistic, and F-distribution.

Page 2 of 2