UMR CNRS 7253

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en:cs [2021/10/13 10:29] – 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_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_chapter2_2021.pdf |Combinatorial optimization}} +  - {{ :en:cs_chapter3_2024.pdf |EM agorithm}} 
-  - {{ :en:cs_chapter3_2021.pdf |EM algorithm}} +  - {{ :en:cs_chapter4_2024.pdf |Classical simulation of probability distributions}} 
-  - {{ :en:cs_chapter4_2021.pdf |Classical simulation}} +  - {{ :en:cs_chapter5_2024.pdf |Markov Chain Monte Carlo methods}} 
-  - {{ :en:cs_chapter5_2021.pdf |Markov Chain Monte Carlo methods}} +  - {{ :en:cs_chapter6_2024.pdf |Bootstrapping}}
-  - {{ :en:cs_chapter6_2021.pdf |Bootstrapping}}+
  
  
-**Videos** 
- 
-  - [[https://www.utc.fr/filex/get?k=qpHOHcMNr2K4lB6oidX|Lecture 11 (Oct. 4)]] (available until Oct. 15, 2021) 
-  - [[https://www.utc.fr/filex/get?k=4vq6qQFccKRjGcHgZdv|Lecture 12 (Oct. 7)]] (available until Oct. 17, 2021) 
-  - [[https://www.utc.fr/filex/get?k=hptr3AySLH1h0uWtTeN|Lecture 13 (Oct. 12)]] (available until Oct. 23, 2021) 
-  
 **Resources** **Resources**
   * [[http://www.R-project.org/|R home page]]   * [[http://www.R-project.org/|R home page]]
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 **Exercises** **Exercises**
  
-  - {{ :en:exercices_chapter1.pdf |Continuous optimization}} +  - {{:en:exercices_chapter1.pdf |Continuous optimization}} 
-    - {{ :en:solutions_chapter1.pdf |Solutions}} +    - {{ :en:solutions_chapter1.pdf | Solutions}} 
-  - {{ :en:combinatorial_optimization_project.pdf |Combinatorial optimization}}+  - {{ :en:exercises_chapter2.pdf |Combinatorial optimization}}
     - {{ :en:solutions_chapter2.pdf |Solutions}}     - {{ :en:solutions_chapter2.pdf |Solutions}}
   - {{ :en:exercises_chapter3.pdf |EM algorithm}}   - {{ :en:exercises_chapter3.pdf |EM algorithm}}
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   - {{ :en:exercises_chapter4.pdf |Classical simulation}}   - {{ :en:exercises_chapter4.pdf |Classical simulation}}
     - {{ :en:solutions_chapter4.pdf |Solutions}}     - {{ :en:solutions_chapter4.pdf |Solutions}}
-  - {{ :en:exercises_chapter5.pdf |MCMC methods}}+  - {{ :en:exercises_chapter5.pdf |Markov Chain Monte Carlo}}
     - {{ :en:solutions_chapter5.pdf |Solutions}}     - {{ :en:solutions_chapter5.pdf |Solutions}}
-  - {{ :en:exercises_chapter6.pdf |Bootstrapping}} +  - {{ :en:exercises_chapter6.pdf |Bootstapping}} 
- +    - {{ :en:solutions_chapter6.pdf |Solutions}} 
 +  - {{ :en:problem_probit_labor.pdf |Final problem}} 
 +    - {{ :en:solutions_probit_labor.pdf |Solution}}
  
 **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.1634113764.txt.gz · Last modified: 2021/10/13 10:29 by tdenoeux
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