Příčiny účinků a účinky příčin
| Thesis title in Czech: | Příčiny účinků a účinky příčin |
|---|---|
| Thesis title in English: | Causes of Effects and Effects of Causes |
| Key words: | Kauzalita, asociace, intervence, randomizace, strukturální modely |
| English key words: | Causality, association, intervention, randomization, structural equation models |
| Academic year of topic announcement: | 2015/2016 |
| Thesis type: | Bachelor's thesis |
| Thesis language: | čeština |
| Department: | Department of Probability and Mathematical Statistics (32-KPMS) |
| Supervisor: | doc. RNDr. Matúš Maciak, Ph.D. |
| Author: | hidden - assigned and confirmed by the Study Dept. |
| Date of registration: | 13.10.2015 |
| Date of assignment: | 13.10.2015 |
| Confirmed by Study dept. on: | 24.11.2015 |
| Date and time of defence: | 08.09.2017 00:00 |
| Date of electronic submission: | 19.07.2017 |
| Date of submission of printed version: | 21.07.2017 |
| Date of proceeded defence: | 08.09.2017 |
| Opponents: | prof. RNDr. Jaromír Antoch, CSc. |
| Guidelines |
| The aim of this thesis is to get familiar with a structure of causality and some causal inference methods used in statistics. A difference between the causes of effects and effects of causes should be illustrated using some real data situations. Some important statistical results can be discussed. |
| References |
| [1] Kalisch, M. and Bühlmann, P. (2013). Causal structure learning and inference: a selective review. Quality Technology & Quantitative Management 11, 3-21.
[2] Pearl, J. (2000). Causality, Cambridge University Press, New York. 7 [3] Dawid, A.P., Faigman, D.L., and Fienberg, S.E. (2013). Fitting Science Into Legal Contexts: Assessing Effects of Causes or Causes of Effects. Sociological Methods & Research 2014 43: 359-390. |