Statistical Modelling (2012)

Master in Mathematical Engineering 

Universidad Carlos III, Madrid (Spain)

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R language resources

Class notes

Labs

Take-home


 


Language:

 

 


Syllabus: syllabus.pdf

 

Class Notes:

Table of Contents

.pdf

Data

Exercises

Review of Matrix Algebra

matrixintr.pdf

 

 

Chapter 1: The General Linear Model

regresionintro.pdf

reg1.txt   reg1.R

Exercises1

Chapter 2: Generalizad least squares

gls.pdf

Gls.R

Chapter 3: Introduction to GLms

Chapter 4: Binary data

 

Chapter 5: Nonparametric regression

 

 

 


Labs:

 

Contents

Date/Room

Data

Lab 1: Introduction to R Language

 

Lab 2: Multiple regression

 

Lab 3: Logistic regression

 

 

 

 

 

 

   

 


Take Home:

 

 

Contents

Data

Take-home 1

Take-home 2

Take-home 3