STK4040 - Høst 2007

Undervisningsplan

DatoUndervises avStedTemaKommentarer / ressurser
23.08.2007      The most important sections for week 34:

  • Chap. 1 up to 1.7.3
  • Chap. 2: 2.1, 2.2.1-2.2.3, 2.5.1-2.5.3 (to theorem 2.5.3)
  • A.10.3, A.10.4

NB! No exercises. Only lecture, 10:15--12:00 

30.08.2007      The most important sections for week 35:
  • 3.4.1 (only p. 66), theorem 3.4.4c,
  • 3.5 (corr. 3.5.2.1 and its use)
  • 3.6.1

Exercises: 1.4.3, 1.5.2, 1.5.3, 2.1.1, 2.2.2 

06.09.2007    No lecture or exercises   
13.09.2007    Hotelling's T2 test and principal component analysis  Exercises: 3.2.2 (except last question), 3.2.4a, 3.2.6, 3.2.7

Illustration of PCA (MS Word file).

processed cheese PCA (Powerpoint file).

PCA, sausage example (Powerpoint file).

Main results are Theorems 2.8.1, 2.8.2, 3.1.1, 3.3.3 and Chapters 8.1--8.2.2. 

20.09.2007    Principal component analysis  Exercises (PDF)

Solutions (R script) 

27.09.2007    PCA  Exercises (PDF)

Data set (text file)

Solutions (R script) 

04.10.2007    PCA + introduction multivariate regression (Ch. 6)  Exercises (PDF)

Data set (text file)

Solutions (R script) 

11.10.2007      Exercises (PDF)

Solutions (R script) 

18.10.2007    collinearity and PCR  Presentation of PCR and PLSR (MS PowerPoint)

Exercises (PDF)

Data set (text file)

Solutions (R script) 

25.10.2007      Exercises (PDF)

Solutions (R script)

Example of PCR (PPT) 

01.11.2007    PCR, cross-validation and outlier-detection  Exercises (PDF) 
08.11.2007      Exercises (PDF)

Solution hints (PDF)

PPT file about classification 

15.11.2007      The last lecture

Exercises (PDF)

Data set (text)

Solution hints (R script) 

22.11.2007      Only exercises. (The last exercises session.)

Exercises (PDF)

Training data set (text)

Test data set (text)

Solution hints (R script)

The exam will be sent out by email november 22. Two paper copies of the answers should be delivered to Tormod at his office at UiO december 6 between 10 and 12 am. Alternatively, they can be sent by (paper) mail to Tormod Næs, Matforsk, Osloveien 1, 1430 Ås. Make sure the letter is stamped no later than december 6.

One week later, there will be an oral examination. 

Publisert 14. aug. 2007 13:13 - Sist endret 29. feb. 2020 07:47
Del på e-post