Course: 553SM - BAYESIAN STATISTICS 2019

Section outline

Select section General

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General

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- Select activity Annunci
  
  Annunci Forum
- Select activity Annunci
  
  Annunci Forum
- Select activity Course organization
  
  Course organization Page
  
  Dear student,
  during the suspension period lectures will be recorded and made available to you through some channels, we will also have virtual meetings and a forum for questions and discussion.
  Details will be announced through this page as soon as possible, I plan to start by the middle of next week at the very last.
  "See" you soon
  Francesco Pauli
- Select activity Problemi di accesso a Teams
  
  Problemi di accesso a Teams Forum
Select section Slides (Pauli)

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Slides (Pauli)
- Select activity General informations
  
  General informations File PDF
- Select activity Introduction to Bayesian Statistics (corrected 10/3/2019)
  
  Introduction to Bayesian Statistics (corrected 10/3/2019) File PDF
- Select activity Single parameter models (13/3/2019)
  
  Single parameter models (13/3/2019) File PDF
- Select activity ShinyApp for posterior on probability
  
  ShinyApp for posterior on probability File
- Select activity ShinyApp for posterior on probability ver. 2
  
  ShinyApp for posterior on probability ver. 2 File
- Select activity ShinyApp for posterior on mean in Gaussian model
  
  ShinyApp for posterior on mean in Gaussian model File
- Select activity Multiparameter models
  
  Multiparameter models File PDF
- Select activity Shiny app for multiparameter normal distribution
  
  Shiny app for multiparameter normal distribution File
- Select activity Electronic board
  
  Electronic board Folder
Select section Slides (Egidi)

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Slides (Egidi)
- Select activity Normal linear models (corrected 29-03-2020)
  
  Normal linear models (corrected 29-03-2020) File PDF
- Select activity LM R script
  
  LM R script File R
- Select activity Introduction to Monte Carlo methods (corrected on 1-04-2020)
  
  Introduction to Monte Carlo methods (corrected on 1-04-2020) File PDF
- Select activity MC R script
  
  MC R script File R
- Select activity Markov Chain Monte Carlo methods (corrected on 15-04-2020)
  
  Markov Chain Monte Carlo methods (corrected on 15-04-2020) File PDF
- Select activity MCMC R script
  
  MCMC R script File R
- Select activity Introduction to Stan (corrected on 22-04-2020)
  
  Introduction to Stan (corrected on 22-04-2020) File PDF
- Select activity Stan R script
  
  Stan R script File R
- Select activity 8schools.stan
  
  8schools.stan File STAN
- Select activity Generalized linear models (corrected on 27-04-2020)
  
  Generalized linear models (corrected on 27-04-2020) File PDF
- Select activity GLM R script
  
  GLM R script File R
- Select activity 4.7_Fitting a series of regressions.R
  
  4.7_Fitting a series of regressions.R File R
- Select activity 1992polls.stan
  
  1992polls.stan File STAN
- Select activity nes5200_processed_voters_realideo.dta
  
  nes5200_processed_voters_realideo.dta File DTA
- Select activity pest_data.RDS
  
  pest_data.RDS File
- Select activity Hierarchical models (corrected on 29-04-2020)
  
  Hierarchical models (corrected on 29-04-2020) File PDF
- Select activity HIER R script
  
  HIER R script File R
- Select activity srrs2.dat
  
  srrs2.dat File DAT
- Select activity polls.dta
  
  polls.dta File DTA
- Select activity polls.subset.dta
  
  polls.subset.dta File DAT
- Select activity presvote.dta
  
  presvote.dta File DTA
- Select activity census88.dta
  
  census88.dta File DTA
- Select activity cty.dta
  
  cty.dta File DAT
- Select activity election88.dta
  
  election88.dta File DTA
- Select activity Model checking (corrected on 13-05-2020)
  
  Model checking (corrected on 13-05-2020) File PDF
- Select activity model check R script
  
  model check R script File R
- Select activity pest_data.RDS
  
  pest_data.RDS File
- Select activity Model comparisons and information criteria (corrected on 15-05-2020)
  
  Model comparisons and information criteria (corrected on 15-05-2020) File PDF
- Select activity Model comp R script
  
  Model comp R script File R
- Select activity 8schools.stan
  
  8schools.stan File STAN
- Select activity 8schools_halfcauchy.stan
  
  8schools_halfcauchy.stan File STAN
- Select activity 8schools_invgamma.stan
  
  8schools_invgamma.stan File STAN
- Select activity mls_gamma.stan
  
  mls_gamma.stan File STAN
- Select activity mls_normal.stan
  
  mls_normal.stan File STAN
- Select activity hibbs.stan
  
  hibbs.stan File STAN
Select section Labs (Di Credico)

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Labs (Di Credico)
- Select activity Lab 1
  
  Lab 1 File HTML
- Select activity Lab 2
  
  Lab 2 File HTML
- Select activity Lab 3
  
  Lab 3 File HTML
- Select activity Lab 4
  
  Lab 4 Folder
- Select activity Lab 5
  
  Lab 5 Folder
- Select activity Lab 6
  
  Lab 6 Folder
Select section Homeworks

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Homeworks
- Select activity Homework 1
  
  Homework 1 Assignment
- Select activity Homework 2
  
  Homework 2 Assignment
Select section Books

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Books
- Select activity Bayesian Data Analysis (2nd ed.)
  
  Bayesian Data Analysis (2nd ed.) File PDF
- Select activity Bayesian Computation with R
  
  Bayesian Computation with R File PDF
- Select activity Monte Carlo Statistical Methods
  
  Monte Carlo Statistical Methods File PDF
- Select activity Introducing Monte Carlo Methods with R
  
  Introducing Monte Carlo Methods with R File PDF
- Select activity Data Analysis using Regression and Multilevel/Hierarchical Models
  
  Data Analysis using Regression and Multilevel/Hierarchical Models File PDF
- Select activity Stan Users Guide 2019
  
  Stan Users Guide 2019 File PDF
Select section Exam projects

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Exam projects
- Select activity List of possible projects for the exam
  
  List of possible projects for the exam File HTML
- Select activity Projects Choice Form
  
  Projects Choice Form URL
Select section Papers

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Papers
- Select activity Gelman et al. 2008
  
  Gelman et al. 2008 File PDF
- Select activity Gabry et al. 2019
  
  Gabry et al. 2019 File PDF