Coefficient of multiple correlation

Formal sciences
Statistics
Data analysis
Regression analysis

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (32)

Page 2 of 4

Multivariate Statistics: Conditional Distributions

Covers conditional distributions and correlations in multivariate statistics, including partial variance and covariance, with applications to non-normal distributions.

Regression Analysis: Model Selection and Diagnostic Tools

Explores regression analysis tools, model selection, influential points, outliers, and diagnostic plots.

Regression Analysis: Interpretation and Applications

Explores multiple regression, ANOVA, interpretation of coefficients, and regression estimation.

Dimensionality Reduction: Curse of Dimensionality

Explores the curse of dimensionality, variable selection methods, coefficient of determination, and limitations of filtering techniques.

Statistical Inference: Linear Models

Explores statistical inference for linear models, covering model fitting, parameter estimation, and variance decomposition.

Linear Regression: Ozone Data Analysis

Explores linear regression analysis of ozone data using statistical models.

Self-supervised learning

Explores self-supervised learning, embedding techniques, HSIC, and geometric information in downstream tasks.

Assessing Significance and Fit

Covers confidence intervals, R2, and examples on cement heat evolution and car horsepower-MPG relationships.

Canonical Correlation Analysis: Overview

Covers Canonical Correlation Analysis, a method to find relationships between two sets of variables.

Learning Strategies and Rewards

Explores hypothesis testing, mastery goals, student motivation, and the effects of rewards.