Difference between revisions of "MMS: Probabilistic Models and Statistical Analysis"

Revision as of 19:08, 13 November 2014

Contents

Module 1: Descriptive Statistics

• File:MM&S Estadística Descriptiva I.pdf
• File:MM&S Estadística Descriptiva II.pdf

Module 2: Probabilistic Distributions and Hypothesis Testing

• File:Articulo distribuciones.pdf
• File:HypothesisTestingChiSquareTest.ppt
• File:List of probability distributions.ppt
• File:Ejercicios propuestos 1 Distribuciones de probabilidad.pdf
• File:Anexo Ejercicios propuestos Distribuciones de probabilidad.pdf
• File:Taller.pdf
• File:AnexoTaller.xls
• File:MMSLineas de Espera.ppt

Module 3: Linear Models

Lecture 1

https://dl.dropboxusercontent.com/u/7568987/Modelos%20Lineales%20I/index.html

• File:Modelos Lineales I.pdf
• File:Taller Modelos Lineales I.pdf
• File:Ahorros.xlsx
• File:Apuesta.xlsx
• File:Olor.xlsx
• File:Prostata.xlsx
• File:Tortugas.xlsx

Lecture 2

https://dl.dropboxusercontent.com/u/7568987/Modelos%20Lineales%20II/index.html

• File:Modelos Lineales II.pdf
• File:Sillacarro.txt
• File:SolucionTaller.pdf

Datos

• File:Algas.xlsx
• File:Arsenico.xlsx
• File:Carburacion.xlsx

Module 4: Montecarlo y aprendizaje de máquina

• File:Introduction-montecarlo-methods.pdf
• File:Inverse.txt
• File:Lcg.txt
• File:PlotDiscrete.txt
• File:RejectedSampling.txt
• File:TestMontecarlo.txt
• File:TestMontecarlo2.txt
• File:Montecarlo-methods-applications.pdf
• File:GibsSampling.txt
• File:TestMontecarlo.txt
• File:MachineLearningIntro.pdf