| bibtype |
M -
Monography Chapter
|
| ARLID |
0497345 |
| utime |
20240103221020.8 |
| mtime |
20181130235959.9 |
| title
(primary) (eng) |
Conditional Independence and Basic Markov Properties |
| specification |
| book_pages |
536 |
| page_count |
36 s. |
| media_type |
P |
|
| serial |
| ARLID |
cav_un_epca*0497344 |
| ISBN |
9781498788625 |
| title
|
Handbook of Graphical Models |
| part_title |
Part I Conditional indepencies and Markov properties |
| page_num |
3-38 |
| publisher |
| place |
Boca Raton |
| name |
CRC Press |
| year |
2018 |
|
| editor |
| name1 |
Maathuis |
| name2 |
Marloes |
|
| editor |
| name1 |
Drton |
| name2 |
Mathias |
|
| editor |
| name1 |
Lauritzen |
| name2 |
Steffen |
|
| editor |
| name1 |
Wainwright |
| name2 |
Martin |
|
|
| keyword |
conditional independence |
| keyword |
undirected graphs |
| keyword |
directed acycclic graphs |
| author
(primary) |
| ARLID |
cav_un_auth*0101202 |
| full_dept (cz) |
Matematická teorie rozhodování |
| full_dept (eng) |
Department of Decision Making Theory |
| department (cz) |
MTR |
| department (eng) |
MTR |
| full_dept |
Department of Decision Making Theory |
| name1 |
Studený |
| name2 |
Milan |
| institution |
UTIA-B |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| project_id |
GA16-12010S |
| agency |
GA ČR |
| country |
CZ |
| ARLID |
cav_un_auth*0332303 |
|
| abstract
(eng) |
In this chapter, the concept of conditional independence (CI) is recalled and an overview of both former and recent results on the description of CI structures is given. The traditional graphical models, namely those ascribed to undirected graphs (UGs) and directed acyclic graphs (DAGs), can be interpreted as special cases of statistical models of a CI structure. Therefore, an overview of Markov properties for these two basic types of graphs is also given.\n |
| RIV |
BA |
| FORD0 |
10000 |
| FORD1 |
10100 |
| FORD2 |
10101 |
| reportyear |
2019 |
| num_of_auth |
1 |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0290639 |
| confidential |
S |
| arlyear |
2018 |
| mrcbU14 |
SCOPUS |
| mrcbU24 |
PUBMED |
| mrcbU34 |
WOS |
| mrcbU63 |
cav_un_epca*0497344 Handbook of Graphical Models Part I Conditional indepencies and Markov properties CRC Press 2018 Boca Raton 3 38 9781498788625 Chapman & Hall/CRC Handbooks of Modern Statistical Methods |
| mrcbU67 |
340 Maathuis Marloes |
| mrcbU67 |
340 Drton Mathias |
| mrcbU67 |
340 Lauritzen Steffen |
| mrcbU67 |
340 Wainwright Martin |
|