UMR CNRS 7253

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en:cs [2019/07/19 05:07] – tdenoeuxen:cs [2024/03/26 12:05] (current) – 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_2019.pdf |Continuous optimization}} +  - {{ :en:cs_chapter1_2024.pdf |Continuous optimization}} 
-  - {{ :en:cs_chapter2_2019.pdf |Combinatorial optimization}} +  - {{ :en:cs_chapter2_2024.pdf |Combinatorial optimization}} 
-  - {{ :en:cs_chapter3_2019.pdf |EM algorithm}} +  - {{ :en:cs_chapter3_2024.pdf |EM agorithm}} 
-  - {{ :en:cs_chapter4_2019.pdf |Classical simulation}} +  - {{ :en:cs_chapter4_2024.pdf |Classical simulation of probability distributions}} 
-  - {{ :en:cs_chapter5_2019.pdf |Markov-Chain Monte Carlo methods}} +  - {{ :en:cs_chapter5_2024.pdf |Markov Chain Monte Carlo methods}} 
-  - {{ :en:cs_chapter6_2019.pdf |Bootstrapping}} +  - {{ :en:cs_chapter6_2024.pdf |Bootstrapping}} 
-  + 
- +
 **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:continuous_optimization.pdf|Continuous optimization}}  +  - {{:en:exercices_chapter1.pdf |Continuous optimization}} 
-    * {{ :en:continuous_optimization_ex1_2.r.zip |Solution of exercises 1 and 2}} +    - {{ :en:solutions_chapter1.pdf | Solutions}} 
-    * {{ :en:continuous_optimization_ex3_4.r.zip |Solution of exercises 3 and 4}} +  - {{ :en:exercises_chapter2.pdf |Combinatorial optimization}} 
-  - {{ :en:combinatorial_optimization_project.pdf |Combinatorial optimization}} +    - {{ :en:solutions_chapter2.pdf |Solutions}}
-    * {{ :en:chapter2_exercises.r.zip |Solution}}+
   - {{ :en:exercises_chapter3.pdf |EM algorithm}}   - {{ :en:exercises_chapter3.pdf |EM algorithm}}
-    * {{ :en:chapter3_exercices1_2.r.zip |Solution of exercises 1 and 2}} +    - {{ :en:solutions_chapter3.pdf |Solutions}}
-  - {{ :en:latent_class_regression.pdf |Latent class regression}} +
-    * {{ :en:program_efficiency.r.zip |Solution}}+
   - {{ :en:exercises_chapter4.pdf |Classical simulation}}   - {{ :en:exercises_chapter4.pdf |Classical simulation}}
-    * {{ :en:chapter4_exercise1.r.zip |Solution of exercise 1}} +    - {{ :en:solutions_chapter4.pdf |Solutions}} 
-  - {{ :en:exercises_chapter5.pdf |MCMC methods}} +  - {{ :en:exercises_chapter5.pdf |Markov Chain Monte Carlo}} 
-    * {{ :en:chapter5_exercises1_2.r.zip |Solution of exercises 1 and 2}} +    - {{ :en:solutions_chapter5.pdf |Solutions}} 
-  - {{ :en:exercises_chapter6.pdf |Bootstrapping}} +  - {{ :en:exercises_chapter6.pdf |Bootstapping}} 
-    * {{ :en:chapter6_exercises.r.zip |Solutions}} +    - {{ :en:solutions_chapter6.pdf |Solutions}} 
-  +  - {{ :en:problem_probit_labor.pdf |Final problem}} 
- +    - {{ :en:solutions_probit_labor.pdf |Solution}}
-**Exam** +
- +
-  * {{ :en:exam_2019.pdf |Final exam 2019}}+
  
 **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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