STK4040 - H?st 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 N?s, Matforsk, Osloveien 1, 1430 ?s. 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
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