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mds:sds:start [16/04/2024 alle 19:37 (3 settimane fa)]
Salvatore Ruggieri [Exams] 		mds:sds:start [05/05/2024 alle 05:32 (41 ore fa)] (versione attuale)
Salvatore Ruggieri [Class calendar]
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 Registration to exams is mandatory (**beware of the registration deadline!**): [[https://esami.unipi.it/esami2/|register here]]. The dates below are only for the written test (normal exam). Registration to exams is mandatory (**beware of the registration deadline!**): [[https://esami.unipi.it/esami2/|register here]]. The dates below are only for the written test (normal exam).
-Dates for project discussion will be posted later on.\\+Dates for project discussion are included in the project description.\\
  
 ^  Date  ^  Hour  ^  Room  ^  Notes  ^ ^  Date  ^  Hour  ^  Room  ^  Notes  ^
-|  28/5/2024  |  11:00 - 13:00  |  TBD  |    | +|  28/5/2024  |  11:00 - 13:00  |  FIB-A1  |    | 
-|  25/6/2024  |  11:00 - 13:00  |  TBD  |    | +|  25/6/2024  |  11:00 - 13:00  |  FIB-A1  |    | 
-|  23/7/2024  |  11:00 - 13:00  |  TBD  |    |+|  23/7/2024  |  11:00 - 13:00  |  FIB-A1  |    |
 |  13/9/2024  |  9:00 - 11:00  |  TBD  |    | |  13/9/2024  |  9:00 - 11:00  |  TBD  |    |
  
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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 posted here in late April / early May+  * {{:mds:sds:s4ds.project.2024.pdf |Project description and rules and Q&A}}. 
 +  * [[http://131.114.72.230/sds/video/s4ds.project.2024.mp4|Recording of project description (.mp4)]]
  
  
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 Lessons will be **NOT** be live-streamed, but recordings of past years are available here for non-attending students.\\  Lessons will be **NOT** be live-streamed, but recordings of past years are available here for non-attending students.\\ 
- 
  
 To watch the recordings online, you must be connected to the [[https://start.unipi.it/en/help-ict/vpn/|unipi.it VPN]]. Alternatively, right click on the link and download the whole file, then watch it locally on your device using e.g. [[http://www.videolan.org/vlc/|VLC media player]]. To watch the recordings online, you must be connected to the [[https://start.unipi.it/en/help-ict/vpn/|unipi.it VPN]]. Alternatively, right click on the link and download the whole file, then watch it locally on your device using e.g. [[http://www.videolan.org/vlc/|VLC media player]].
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 |23| 16/04 16-18 | Fib-C  | Statistical decision theory.[[http://131.114.72.230/sds/video/sds23_20220412.mp4|rec23 (.mp4)]] | {{ :mds:sds:s4dsln.pdf |}} Chpt. 4 {{:mds:sds:s4ds23.pdf|slides23 (.pdf)}}, {{:mds:sds:s4ds23.r|script23 (.R)}} | |23| 16/04 16-18 | Fib-C  | Statistical decision theory.[[http://131.114.72.230/sds/video/sds23_20220412.mp4|rec23 (.mp4)]] | {{ :mds:sds:s4dsln.pdf |}} Chpt. 4 {{:mds:sds:s4ds23.pdf|slides23 (.pdf)}}, {{:mds:sds:s4ds23.r|script23 (.R)}} |
 |24| 18/04 14-16 | Fib-C  | Statistical decision theory (continued).[[http://131.114.72.230/sds/video/sds24_20220421.mp4|rec24 (.mp4)]] |  | |24| 18/04 14-16 | Fib-C  | Statistical decision theory (continued).[[http://131.114.72.230/sds/video/sds24_20220421.mp4|rec24 (.mp4)]] |  |
-|25| 19/04 11-13 | Fib-C | Statistical decision theory (continued).  |   |+|25| 19/04 11-13 | Fib-C | Statistical decision theory (continued). Project presentation. |   |
 |26| 23/04 16-18| Fib-C | Confidence intervals: mean, proportion, linear regression.[[http://131.114.72.230/sds/video/sds26_20220422.mp4|rec26 (.mp4)]] | **[T]** Chpts. 23.1,23.2,23.4,24.3,24.4 {{ :mds:sds:s4dsln.pdf |}} Chpt. 3 {{:mds:sds:s4ds26.pdf|slides26 (.pdf)}}, {{:mds:sds:s4ds26.r|script26 (.R)}} | |26| 23/04 16-18| Fib-C | Confidence intervals: mean, proportion, linear regression.[[http://131.114.72.230/sds/video/sds26_20220422.mp4|rec26 (.mp4)]] | **[T]** Chpts. 23.1,23.2,23.4,24.3,24.4 {{ :mds:sds:s4dsln.pdf |}} Chpt. 3 {{:mds:sds:s4ds26.pdf|slides26 (.pdf)}}, {{:mds:sds:s4ds26.r|script26 (.R)}} |
 |**--**| **26/04 11-13** | **---** | **No lesson on this date**   |   | |**--**| **26/04 11-13** | **---** | **No lesson on this date**   |   |
-|27| 30/04 16-18| Fib-C | ...   | ... |+|27| 30/04 16-18| Fib-C | Confidence intervals (continued). Bootstrap and resampling methods.[[http://131.114.72.230/sds/video/sds27_20220426.mp4|rec27 (.mp4)]] | **[T]** Chpts. 18.1-18.3,23.3 {{:mds:sds:s4ds27.pdf|slides27 (.pdf)}}, {{:mds:sds:s4ds27.r|script27 (.R)}} | 
 +|28| 02/05 14-16| Fib-C | Bootstrap and resampling methods (continued).[[http://131.114.72.230/sds/video/sds28_20220428.mp4|rec28 (.mp4)]] |   | 
 +|29| 03/05 11-13| Fib-C | Hypotheses testing. One-sample tests of the mean and application to linear regression.[[http://131.114.72.230/sds/video/sds29_20220429.mp4|rec29 (.mp4)]]  | **[T]** Chpts. 25,26,27, **[R]** Chpts. 5.1,5.2 {{ :mds:sds:s4dsln.pdf |}} Chpt.3.3 {{:mds:sds:s4ds29.pdf|slides29 (.pdf)}}, {{:mds:sds:s4ds29.r|script29 (.R)}} | 
 +|s03| 07/05 16-18| Fib-C | **Mandatory seminar:** Introduction to causal modeling and reasoning. Speakers: I. Beretta and M. Cinquini.   | {{:mds:sds:s4ds_s03.pdf|slides_s03 (.pdf)}}| 
 +|30| 09/05 14-16| Fib-C | One-sample tests of the mean and application to linear regression (continued). Classifier performance metrics in R. [[http://131.114.72.230/sds/video/sds30_2022mix.mp4|rec30 (.mp4)]] | {{:mds:sds:s4ds30.pdf|slides30 (.pdf)}}, {{:mds:sds:s4ds30.r|script30 (.R)}} | 
 +|31| 10/05 11-13| Fib-C | Two-sample tests of the mean and applications to classifier comparison. [[http://131.114.72.230/sds/video/sds31_2022mix.mp4|rec31 (.mp4)]] | **[T]** Chpts. 28, **[R]** Chpts. 5.3-5.7 {{:mds:sds:s4ds31.pdf|slides31 (.pdf)}}, {{:mds:sds:s4ds31.r|script31 (.R)}} | 
 +|32| 14/05 16-18| Fib-C | ...   | ... |
  
 =====Class calendar of previous A. Y. ===== =====Class calendar of previous A. Y. =====
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 ^ # ^ Date ^ Room ^ Topic ^ Mandatory teaching material ^  ^ # ^ Date ^ Room ^ Topic ^ Mandatory teaching material ^ 
-|27| 26/04 9-11| Fib-C| Confidence intervals (continued). Bootstrap and resampling methods.[[http://131.114.72.230/sds/video/sds27_20220426.mp4|rec27 (.mp4)]] | **[T]** Chpts. 18.1-18.3,23.3 {{:mds:sds:sds27.pdf|slides27 (.pdf)}}, {{:mds:sds:sds27.r|script27 (.R)}} | 
-|28| 27/04 11-13| Fib-C | Bootstrap and resampling methods (continued).[[http://131.114.72.230/sds/video/sds28_20220428.mp4|rec28 (.mp4)]] |   | 
-|29| 28/04 14-16| Fib-C | Hypotheses testing. One-sample tests of the mean and application to linear regression.[[http://131.114.72.230/sds/video/sds29_20220429.mp4|rec29 (.mp4)]]  | **[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| 3/05 9-11| Fib-C  | One-sample tests of the mean and application to linear regression (continued).[[http://131.114.72.230/sds/video/sds30_2022comp.mp4|rec30 (.mp4)]] |  | 
-|31| 4/05 11-13| Fib-C  | Two-sample tests of the mean and applications to classifier comparison.[[http://131.114.72.230/sds/video/sds31_2022comp.mp4|rec31 (.mp4)]] | **[T]** Chpts. 28, **[R]** Chpts. 5.3-5.7 {{:mds:sds:sds31.pdf|slides31 (.pdf)}}, {{:mds:sds:sds31.r|script31 (.R)}}  | 
-|32| 5/05 14-16| Fib-C  | Two-sample tests of the mean and applications to classifier comparison (continued).[[http://131.114.72.230/sds/video/sds32_2022comp.mp4|rec32 (.mp4)]] |  | 
 |33| 10/05 9-11| Fib-C | Multiple-sample tests of the mean and applications to classifier comparison.[[http://131.114.72.230/sds/video/sds33_2022comp.mp4|rec33 (.mp4)]] | **[R]** Chpt. 7 {{:mds:sds:sds33.pdf|slides33 (.pdf)}}, {{:mds:sds:sds33.r|script33 (.R)}} | |33| 10/05 9-11| Fib-C | Multiple-sample tests of the mean and applications to classifier comparison.[[http://131.114.72.230/sds/video/sds33_2022comp.mp4|rec33 (.mp4)]] | **[R]** Chpt. 7 {{:mds:sds:sds33.pdf|slides33 (.pdf)}}, {{:mds:sds:sds33.r|script33 (.R)}} |
 |34| 11/05 11-13| Fib-C | Fitting distributions. Testing independence/association.[[http://131.114.72.230/sds/video/sds34_2022comp.mp4|rec34 (.mp4)]] | **[R]** Chpt. 8 {{ :mds:smd:ks.pdf | K-S}}, {{:mds:sds:sds34.pdf|slides34 (.pdf)}}, {{:mds:sds:sds34.r|script34 (.R)}} | |34| 11/05 11-13| Fib-C | Fitting distributions. Testing independence/association.[[http://131.114.72.230/sds/video/sds34_2022comp.mp4|rec34 (.mp4)]] | **[R]** Chpt. 8 {{ :mds:smd:ks.pdf | K-S}}, {{:mds:sds:sds34.pdf|slides34 (.pdf)}}, {{:mds:sds:sds34.r|script34 (.R)}} |
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 ^ # ^ Date ^ Room ^ Topic ^ Teaching material ^  ^ # ^ Date ^ Room ^ Topic ^ Teaching material ^ 
-|s01| 04/05/2022 9-11| Gerace+Teams | Bias in statistics and causal reasoning. Speaker: prof. Fabrizia Mealli [[http://131.114.72.230/sds/video/sds_s01_20220504.mp4|rec_s01 (.mp4)]]  | {{:mds:sds:sds_s01.pdf|slides_s01 (.pdf)}} [[https://statistics.fas.harvard.edu/files/statistics-2/files/statistical_paradises_and_paradoxes.pdf|Optional reading]] |+|s01| 04/05/2022 9-11| Gerace+Teams | Bias in statistics and causal reasoning. Speaker: prof. Fabrizia Mealli [[http://131.114.72.230/sds/video/sds_s01_20220504.mp4|rec_s01 (.mp4)]]  | {{:mds:sds:s4ds_s01.pdf|slides_s01 (.pdf)}} [[https://statistics.fas.harvard.edu/files/statistics-2/files/statistical_paradises_and_paradoxes.pdf|Optional reading]] |
 |s02| 04/05/2022 11-13| Gerace+Teams | Bias in statistics and causal reasoning (continued). Speaker: prof. Fabrizia Mealli [[http://131.114.72.230/sds/video/sds_s02_20220504.mp4|rec_s02 (.mp4)]]  |   | |s02| 04/05/2022 11-13| Gerace+Teams | Bias in statistics and causal reasoning (continued). Speaker: prof. Fabrizia Mealli [[http://131.114.72.230/sds/video/sds_s02_20220504.mp4|rec_s02 (.mp4)]]  |   |
  
mds/sds/start.1713296232.txt.gz · Ultima modifica: 16/04/2024 alle 19:37 (3 settimane fa) da Salvatore Ruggieri

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