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page 7- line5: Replace SS(model) by SS(res). +One sentence added at the end of second bullet point.

page 9: The 4th line in the last bullet point expanded. + A parenthesis added to footnote 4. + Added a footnote 5 to page 9.

page 14:  Added a parenthesis to the first line after the Stata output. + Section 6(i). The alpha and the lambda in the gamma distribution should change Place.

The original topic of the lecture 19 Nov., "projection regression", has been replaced with an introduction to logistic regression.

The rho in the last line of exercise 3 should be squared.

To cover some additional comments on exogenous variables in iid models given in the lecture 22 October, I have added an appendix 2 to the lecture note on prediction and iid models.

Due to illness there will be no seminar today.

Notice that exercise 59 (Rice chap2) for week 35 has been replaced by exercise 35 (chap 2) . (Teaching plan updated)

Note that the seminar scheduled for week 39 has been moved to week 47 (the last teaching week). So, there will be no seminar in week 39.