Home (CZ) | Teaching (CZ) | BESEDA | NMST552 |
Rko (CZ) |
Lectures: | Thursday 9:00 in K1 | |
Thursday 17:20 in K1 | ||
Exercise class (MM1): | Monday 19:00 in K11 | (RNDr. Matúš Maciak, Ph.D.) |
Exercise class (MM2): | Tuesday 7:20 in K11 | (RNDr. Matúš Maciak, Ph.D.) |
Exercise class (MO): | Thursday 15:40 in K4 | (Ing. Marek Omelka, Ph.D.) |
Thursday | 21/01 |
Monday | 01/02 |
Thursday | 04/02 |
Wednesday | 10/02 |
Monday | 15/02 |
Course notes will be gradually updated, mostly on Thursday evening or on Friday. They provide a record of the lecture including notes, comments etc. mentioned perhaps only orally during the lecture. In most cases, the course notes do not include proofs or derivations, especially those that were fully shown on the blackboard during the lecture.
As of 20160104: in many cases, the course notes include also proofs or derivations. Nevertheless, there are still some proofs or derivations that are not included in the lecture notes and knowledge of whose is still expected for exam.
Course notes | (last update 20160114) |
Course handouts provided below are a version of the lecture slides suitable for printing on A4 paper. The handouts/slides should mainly be considered as a skeleton of the lectures. They contain most definitions and theorems, illustrative plots and some remarks. They only exceptionally include calculations/proofs etc. Those mostly either appear on the blackboard or will be assigned to be worked out as a homework.
It is assumed that students bring the printed handouts to the lecture and will supplement them by hand-written notes/calculations/proofs etc. Definitions or statements of theorems provided on the slides/handouts will not be, in most cases, repeated on the blackboard.
Handouts for lectures of Thursday will always be available latest on Monday of the same week (but often earlier).
Typos or other errors in handouts revealed during the lecture or at other occasion are not corrected in the files available below. All corrections are available only in the course notes.
Practical Issues | (published 20150928) | |||
I. Linear Model | (published 20150928) | |||
II. Least Squares Estimation | (published 20150928) | |||
III. Normal Linear Model | (published 20150928) | |||
IV. Basic Regression Diagnostics | (published 20151008) | |||
V. Submodels | (published 20151008) | |||
VI. General Linear Model | (published 20151009) | |||
VII. Parameterizations of Covariates | (published 20151008) | |||
VIII. Additivity and Interactions | (Sections 1–4 published 20151019) | |||
(Sections 5–6 added on 20151030) | ||||
(Sections 7–8 added on 20151105) | ||||
IX. Analysis of Variance | (published 20151117) | |||
X. Checking Model Assumptions | (published 20151122) | |||
XI. Consequences of a Problematic Regression Space | (published 20151128) | |||
XII. Simultaneous Inference in a Linear Model | (published 20151128) | |||
XIII. Asymptotic Properties of the LSE and Sandwich Estimator | (published 20151208 | |||
– page 516 modified on 20151211) | ||||
XIV. Unusual Observations | (NEW: published 20160101) | |||
Appendix A: Matrices | (published 20150928) | |||
Appendix B: Distributions | (published 20150928) | |||
Appendix C: Asymptotic Theorems | (published 20151208, correction 20160114) |
R tutorials show the R analyses that are based on theory given during the lectures. They also provide the code used to prepare majority of the output/plots that is used during the lectures as illustrations. The R tutorials may serve as a reference for the assignments performed during the exercise classes or required in homeworks.
The R scripts provided below assume that the content of the .Rprofile is sourced at start.
All information related to the exercise classes is available at the central exercise classes webpage.
To synchronize the exercise classes of the three groups, the exercise classes take place according to the following timetable (the leading group of each exercise class is shown in blue):
Monday | Tuesday | Thursday | |
Class #01: | Common to all groups on Tu 06/10 (7:20) in K1 | ||
Class #02: | Mo 12/10 | Tu 13/10 | Th 15/10 |
Class #03: | Mo 19/10 | Tu 20/10 | Th 22/10 |
Class #04: | Mo 26/10 | Tu 27/10 | Th 29/10 |
Class #05: | Mo 02/11 | Tu 03/11 | Th 05/11 |
Class #06: | Mo 16/11 | Tu 10/11 | Th 12/11 |
Class #07: | Mo 23/11 | Tu 24/11 | Th 19/11 |
Class #08: | Mo 30/11 | Tu 01/12 | Th 26/11 |
Class #09: | Mo 07/12 | Tu 08/12 | Th 03/12 |
Class #10: | Mo 14/12 | Tu 15/12 | Th 10/12 |
Class #11: | Mo 21/12 | Tu 22/12 | Th 17/12 |
Class #12: | Mo 04/01 | Tu 05/01 | Th 07/01 |
Class #13: | Mo 11/01 | Tu 12/01 | Th 14/01 |