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mds:sds:start [29/03/2026 alle 17:04 (3 settimane fa)] – Salvatore Ruggierimds:sds:start [17/04/2026 alle 09:32 (3 giorni fa)] (versione attuale) – [Student project] Salvatore Ruggieri
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 ====== Statistics for Data Science (628PP) A.Y. 2025/26 ====== ====== Statistics for Data Science (628PP) A.Y. 2025/26 ======
- 
  
 =====Instructors===== =====Instructors=====
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 ^  Date  ^  Hour  ^  Room  ^  Notes  ^ ^  Date  ^  Hour  ^  Room  ^  Notes  ^
-|  9/3/2026  |  16:00 - 18:00  |  Fib-Lab-I  | [[https://didattica.di.unipi.it/en/appelli-straordinari/|Extra-ordinary exam]] |+|  4/6/2026  |  16:00 - 18:00  |  Fib-L1  |   | 
 +|  24/6/2026  |  11:00 - 13:00  |  Fib-A1  |   | 
 +|  15/7/2026  |  16:00 - 18:00  |  Fib-L1  |   | 
  
  
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   * The project replaces the written part of the examination   * The project replaces the written part of the examination
-  * Project description and rules and Q&A will be published here in April.+  * {{:mds:sds:sds.project.2026.pdf |Project description and rules and Q&A}}. 
 +  * [[http://131.114.72.230/sds/video/sds.project.2026.mp4|Recording of project description (.mp4)]] 
 + 
  
  
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 |23| 14/04 14-16 | Fib-C  | Statistical decision theory. | {{ :mds:sds:sdsln.pdf |}} Chpt. 4 {{:mds:sds:sds23.pdf|slides23 (.pdf)}}, {{:mds:sds:sds23.r|script23 (.R)}} | |23| 14/04 14-16 | Fib-C  | Statistical decision theory. | {{ :mds:sds:sdsln.pdf |}} Chpt. 4 {{:mds:sds:sds23.pdf|slides23 (.pdf)}}, {{:mds:sds:sds23.r|script23 (.R)}} |
 |24| 15/04 9-11 | Fib-C1  | Statistical decision theory (continued). |  | |24| 15/04 9-11 | Fib-C1  | Statistical decision theory (continued). |  |
-|25| 17/04 9-11 | Fib-C1 | Statistical decision theory (continued). Project presentation. |   |+|25| 17/04 9-11 | Fib-C1 | Project presentation. Confidence intervals. |   |
 |26| 21/04 14-16 | Fib-C | Confidence intervals: mean, proportion, linear regression. | **[T]** Chpts. 23.1,23.2,23.4,24.3,24.4 {{ :mds:sds:sdsln.pdf |}} Chpt. 3 {{:mds:sds:sds26.pdf|slides26 (.pdf)}}, {{:mds:sds:sds26.r|script26 (.R)}} | |26| 21/04 14-16 | Fib-C | Confidence intervals: mean, proportion, linear regression. | **[T]** Chpts. 23.1,23.2,23.4,24.3,24.4 {{ :mds:sds:sdsln.pdf |}} Chpt. 3 {{:mds:sds:sds26.pdf|slides26 (.pdf)}}, {{:mds:sds:sds26.r|script26 (.R)}} |
 |27| 22/04 9-11 | Fib-C1 | Confidence intervals (continued). Bootstrap and resampling methods. | **[T]** Chpts. 18.1-18.3,23.3 {{:mds:sds:sds27.pdf|slides27 (.pdf)}}, {{:mds:sds:sds27.r|script27 (.R)}} | |27| 22/04 9-11 | Fib-C1 | Confidence intervals (continued). Bootstrap and resampling methods. | **[T]** Chpts. 18.1-18.3,23.3 {{:mds:sds:sds27.pdf|slides27 (.pdf)}}, {{:mds:sds:sds27.r|script27 (.R)}} |
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 |29| 28/04 14-16 | Fib-C | Hypotheses testing. One-sample tests of the mean and application to linear regression. | **[T]** Chpts. 25,26,27, **[R]** Chpts. 5.1,5.2 {{ :mds:sds:sdsln.pdf |}} Chpt.3.3 {{:mds:sds:sds29.pdf|slides29 (.pdf)}}, {{:mds:sds:sds29.r|script29 (.R)}} | |29| 28/04 14-16 | Fib-C | Hypotheses testing. One-sample tests of the mean and application to linear regression. | **[T]** Chpts. 25,26,27, **[R]** Chpts. 5.1,5.2 {{ :mds:sds:sdsln.pdf |}} Chpt.3.3 {{:mds:sds:sds29.pdf|slides29 (.pdf)}}, {{:mds:sds:sds29.r|script29 (.R)}} |
 |30| 29/04 9-11 | Fib-C1 | One-sample tests of the mean and application to linear regression (continued). Classifier performance metrics in R.  | {{:mds:sds:sds30.pdf|slides30 (.pdf)}}, {{:mds:sds:sds30.r|script30 (.R)}} | |30| 29/04 9-11 | Fib-C1 | One-sample tests of the mean and application to linear regression (continued). Classifier performance metrics in R.  | {{:mds:sds:sds30.pdf|slides30 (.pdf)}}, {{:mds:sds:sds30.r|script30 (.R)}} |
-|31| 30/04 11-13 | Fib-C | Two-sample tests of the mean and applications to classifier comparison.  | **[T]** Chpt. 28, **[R]** Chpts. 5.3-5.7 {{:mds:sds:sds31.pdf|slides31 (.pdf)}}, {{:mds:sds:sds31.r|script31 (.R)}} | +|31| 06/05 9-11 | Fib-C1 | Two-sample tests of the mean and applications to classifier comparison.  | **[T]** Chpt. 28, **[R]** Chpts. 5.3-5.7 {{:mds:sds:sds31.pdf|slides31 (.pdf)}}, {{:mds:sds:sds31.r|script31 (.R)}} | 
-|32| 06/05 9-11 | Fib-C1 | Multiple-sample tests of the mean and applications to classifier comparison. | **[R]** Chpt. 7 {{:mds:sds:sds32.pdf|slides32 (.pdf)}}, {{:mds:sds:sds32.r|script32 (.R)}} | +|32| 08/05 9-11 | Fib-C1 | Multiple-sample tests of the mean and applications to classifier comparison. | **[R]** Chpt. 7 {{:mds:sds:sds32.pdf|slides32 (.pdf)}}, {{:mds:sds:sds32.r|script32 (.R)}} | 
-|33| 08/05 9-11 | Fib-C1 | Fitting distributions. Testing independence/association. | **[R]** Chpt. 8 {{ :mds:smd:ks.pdf | K-S}}, {{:mds:sds:sds33.pdf|slides33 (.pdf)}}, {{:mds:sds:sds33.r|script33 (.R)}} | +|35| 08/05 14-16 | Fib-C1 | Project Q&A.  |  | 
-|34| 12/05 14-16 | Fib-C | Fitting distributions. Testing independence/association (continued).   |  | +|33| 12/05 14-16 | Fib-C | Fitting distributions. Testing independence/association. | **[R]** Chpt. 8 {{ :mds:smd:ks.pdf | K-S}}, {{:mds:sds:sds33.pdf|slides33 (.pdf)}}, {{:mds:sds:sds33.r|script33 (.R)}} | 
-|35| 13/05 9-11| Fib-C1 | //Mandatory seminar:// TBD |  |+|34| 13/05 9-11 | Fib-C1 | Fitting distributions. Testing independence/association (continued).   |  |
 |36| 15/05 9-11 | Fib-C1 | Project Q&A.  |  | |36| 15/05 9-11 | Fib-C1 | Project Q&A.  |  |
  
mds/sds/start.1774803848.txt.gz · Ultima modifica: 29/03/2026 alle 17:04 (3 settimane fa) da Salvatore Ruggieri
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