UMR CNRS 7253

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en:cs [2021/08/29 17:05] – tdenoeuxen:cs [2024/03/25 14:04] – tdenoeux
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-**Recommended reading**: [[http://www.stat.colostate.edu/computationalstatistics/|Computational Statistics]] book by Givens and Hoeting+**Recommended reading**: [[http://www.stat.colostate.edu/computationalstatistics/|Computational Statistics]] book by Givens and Hoeting.
  
 **Slides** **Slides**
-  - {{ :en:cs_chapter1_2021.pdf |Continuous optimization}} +  - {{ :en:cs_chapter1_2024.pdf |Continuous optimization}} 
-  - {{ :en:introduction_to_r_cmu.pdf |Introduction to R}} +  - {{ :en:cs_chapter2_2024.pdf |Combinatorial optimization}} 
- +  - {{ :en:cs_chapter3_2024.pdf |EM agorithm}} 
 +  - {{ :en:cs_chapter4_2024.pdf |Classical simulation of probability distributions}} 
 +  - {{ :en:cs_chapter5_2024.pdf |Markov Chain Monte Carlo methods}} 
 +  - {{ :en:cs_chapter6_2024.pdf |Bootstrapping}}
  
-**Videos** 
  
-  - [[https://www.utc.fr/filex/get?k=ON5OASoChJCrTiCMhfz|Lecture 1 (Aug. 17)]] (available until Aug. 28, 2021) 
-  - [[https://www.utc.fr/filex/get?k=ROwAjvAl3FRlckgUNol|Lecture 2 (Aug. 19)]] (available until Aug. 29, 2021) 
-  - [[https://www.utc.fr/filex/get?k=ndOScl59xPgyLUDmEMF|Lecture 3 (Aug. 23)]] (available until Sept. 2, 2021) 
-  - [[https://www.utc.fr/filex/get?k=F0OYSzy2wtRHcV55ngB|Lecture 4 (Aug. 26)]] (available until Sept. 6, 2021) 
-  
 **Resources** **Resources**
   * [[http://www.R-project.org/|R home page]]   * [[http://www.R-project.org/|R home page]]
   * {{:en:nsppart.pdf|The art of R programming}}   * {{:en:nsppart.pdf|The art of R programming}}
   * {{:en:kleibzeil_-_aer.pdf|Applied Econometrics with R}}   * {{:en:kleibzeil_-_aer.pdf|Applied Econometrics with R}}
 +  * {{ :en:rmarkdown-cheatsheet.pdf |R Markdown cheat sheet}}
  
 **Exercises** **Exercises**
  
-  - {{ :en:exercices_chapter1.pdf |Continuous optimization}} +  - {{:en:exercices_chapter1.pdf |Continuous optimization}} 
-    - {{ :en:solutions_chapter1.pdf |Solution}} +    - {{ :en:solutions_chapter1.pdf | Solutions}} 
-  - {{ :en:combinatorial_optimization_project.pdf |Combinatorial optimization}}+  - {{ :en:exercises_chapter2.pdf |Combinatorial optimization}} 
 +    - {{ :en:solutions_chapter2.pdf |Solutions}}
   - {{ :en:exercises_chapter3.pdf |EM algorithm}}   - {{ :en:exercises_chapter3.pdf |EM algorithm}}
-  - {{ :en:latent_class_regression.pdf |Latent class regression}}+    - {{ :en:solutions_chapter3.pdf |Solutions}}
   - {{ :en:exercises_chapter4.pdf |Classical simulation}}   - {{ :en:exercises_chapter4.pdf |Classical simulation}}
-  - {{ :en:exercises_chapter5.pdf |MCMC methods}} +    - {{ :en:solutions_chapter4.pdf |Solutions}} 
-  - {{ :en:exercises_chapter6.pdf |Bootstrapping}} +  - {{ :en:exercises_chapter5.pdf |Markov Chain Monte Carlo}} 
- +    - {{ :en:solutions_chapter5.pdf |Solutions}} 
 +  - {{ :en:exercises_chapter6.pdf |Bootstapping}} 
 +    - {{ :en:solutions_chapter6_ex1_2.pdf |Solutions of Ex.1&2}} 
 +  - {{ :en:problem_probit_labor.pdf |Final problem}}
  
 **Data** **Data**
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   - {{:en:investment.txt|Investment}}   - {{:en:investment.txt|Investment}}
   - {{:en:wages.txt|Wages-productivity}}   - {{:en:wages.txt|Wages-productivity}}
 +  - {{ :en:construction.txt.zip |Residential building}} (see description [[https://archive.ics.uci.edu/ml/datasets/Residential+Building+Data+Set#|here]])
 +  - {{ :en:communities_and_crime.zip |Communities and crime}}

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en/cs.txt · Last modified: 2024/03/26 12:05 by tdenoeux
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