Skip to content
Navigation Menu
Sign in
Appearance settings
Platform
AI CODE CREATION
GitHub Copilot
Write better code with AI
GitHub Copilot app
Direct agents from issue to merge
MCP Registry
Integrate external tools
DEVELOPER WORKFLOWS
Actions
Automate any workflow
Codespaces
Instant dev environments
Issues
Plan and track work
Code Review
Manage code changes
Code Quality
Enforce quality at merge
APPLICATION SECURITY
GitHub Advanced Security
Find and fix vulnerabilities
Code security
Secure your code as you build
Secret protection
Stop leaks before they start
EXPLORE
Why GitHub
Documentation
Blog
Changelog
Marketplace
View all features
Solutions
BY COMPANY SIZE
Enterprises
Small and medium teams
Startups
Nonprofits
BY USE CASE
App Modernization
DevSecOps
DevOps
CI/CD
View all use cases
BY INDUSTRY
Healthcare
Financial services
Manufacturing
Government
View all industries
View all solutions
Resources
EXPLORE BY TOPIC
AI
Software Development
DevOps
Security
View all topics
EXPLORE BY TYPE
Customer stories
Events & webinars
Ebooks & reports
Business insights
GitHub Skills
SUPPORT & SERVICES
Documentation
Customer support
Community forum
Trust center
Partners
View all resources
Open Source
COMMUNITY
GitHub Sponsors
Fund open source developers
PROGRAMS
Security Lab
Maintainer Community
Accelerator
GitHub Stars
Archive Program
REPOSITORIES
Topics
Trending
Collections
Enterprise
ENTERPRISE SOLUTIONS
Enterprise platform
AI-powered developer platform
AVAILABLE ADD-ONS
GitHub Advanced Security
Enterprise-grade security features
Copilot for Business
Enterprise-grade AI features
Premium Support
Enterprise-grade 24/7 support
Pricing
Search
/
Sign in
Sign up
Appearance settings
You signed in with another tab or window.
Reload
to refresh your session.
You signed out in another tab or window.
Reload
to refresh your session.
You switched accounts on another tab or window.
Reload
to refresh your session.
Dismiss alert
{{ message }}
bcaffo
/
lm
Public
Notifications
You must be signed in to change notification settings
Fork
48
Star
50
Code
Issues
4
Pull requests
0
Actions
Projects
Wiki
Security and quality
0
Insights
Additional navigation options
Code
Issues
Pull requests
Actions
Projects
Wiki
Security and quality
Insights
master
Branches
Tags
Go to file
Code
Open more actions menu
Latest commit
History
35 Commits
35 Commits
Folders and files
Name
Name
Last commit message
Last commit date
Images
Images
.gitignore
.gitignore
00_introduction.tex
00_introduction.tex
01_Introduction.tex
01_Introduction.tex
01_background.tex
01_background.tex
02_AlgebraReview.tex
02_AlgebraReview.tex
02_single_parameter.tex
02_single_parameter.tex
03_Projections.tex
03_Projections.tex
03_SingleParameter.tex
03_SingleParameter.tex
03_linear_regression.tex
03_linear_regression.tex
04_LinearRegression.tex
04_LinearRegression.tex
04_least_squares.tex
04_least_squares.tex
05_LeastSquares.tex
05_LeastSquares.tex
05_examples.tex
05_examples.tex
06_Bases.tex
06_Bases.tex
06_bases.tex
06_bases.tex
07_Residuals.tex
07_Residuals.tex
07_residuals.tex
07_residuals.tex
08_Examples.tex
08_Examples.tex
08_expectations.tex
08_expectations.tex
09_NonFullRank.tex
09_NonFullRank.tex
09_normal.tex
09_normal.tex
10_Moments.tex
10_Moments.tex
10_distro.tex
10_distro.tex
11_MomentsProperties.tex
11_MomentsProperties.tex
11_residuals_diagnostics.tex
11_residuals_diagnostics.tex
12_GeneralizedLS.tex
12_GeneralizedLS.tex
12_underover.tex
12_underover.tex
13_MVNormal.tex
13_MVNormal.tex
13_penalties.tex
13_penalties.tex
14_Distro.tex
14_Distro.tex
14_Quadratic.tex
14_Quadratic.tex
14_asymptotics.tex
14_asymptotics.tex
15_estimability.tex
15_estimability.tex
15_mixed_models.tex
15_mixed_models.tex
16_Simultaneous.tex
16_Simultaneous.tex
16_bayes.tex
16_bayes.tex
17_residuals_diagnostics.tex
17_residuals_diagnostics.tex
18_underover.tex
18_underover.tex
19_modelselection.tex
19_modelselection.tex
20_penalties.tex
20_penalties.tex
21_pcr.tex
21_pcr.tex
22_timeseries.tex
22_timeseries.tex
23_asymptotics.tex
23_asymptotics.tex
24_mixed_models.tex
24_mixed_models.tex
25_bayes.tex
25_bayes.tex
LeastSquares.tex
LeastSquares.tex
Ridge1.png
Ridge1.png
Ridge2.png
Ridge2.png
database.bib
database.bib
definitions.tex
definitions.tex
main.tex
main.tex
newMain.tex
newMain.tex
preface.tex
preface.tex
style751.sty
style751.sty
View all files
About
A github repo for the advanced linear models for data science book
Activity
Stars
50
stars
Watchers
8
watching
Forks
48
forks
Report repository
Releases
Packages
Contributors
Languages
You can’t perform that action at this time.
