Справочник
Искать:
동영상
Курс: Advanced Linear Models for Data Science 1: Least Squares. Чтобы вернуться, нажмите здесь.
- Introduction
- Matrix derivatives
- Coding example
- Centering by matrix multiplication
- Coding example
- Variance via matrix multiplication
- Coding example
- Regression through the origin
- Centering first
- Coding example
- Connection with linear regression
- Coding example
- Fitted values and residuals
- Least squares
- Coding example
- Prediction
- Coding example
- Residuals
- Coding example
- Generalizations
- Generalizations example
- Least squares
- Coding example
- Second derivation of least squares
- Projections
- Third derivation of least squares
- Coding example
- Basic examples of design matrices and fits
- Group effects
- Change of parameterization
- ANCOVA
- Bases, introduction
- Bases 2, Fourier
- Bases 3, SVDs
- Bases, coding example
- Introduction to residuals
- Partitioning variability