| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0506074 |
| utime |
20240103222215.8 |
| mtime |
20190703235959.9 |
| title
(primary) (eng) |
Random Walks with Memory Applied to Grand Slam Tennis Matches Modeling |
| specification |
| page_count |
8 s. |
| media_type |
P |
|
| serial |
| ARLID |
cav_un_epca*0506073 |
| ISBN |
978-618-5036-53-9 |
| title
|
MathSport International 2019 Conference Proceedings |
| page_num |
220-227 |
| publisher |
| place |
Athens |
| name |
Propobos Publications |
| year |
2019 |
|
| editor |
| name1 |
Karlis |
| name2 |
Dimitris |
|
| editor |
| name1 |
Ntzoufras |
| name2 |
Ioannis |
|
| editor |
| name1 |
Drikos |
| name2 |
Sotiris |
|
|
| keyword |
random walk |
| keyword |
statistical analysis |
| keyword |
sports statistics |
| author
(primary) |
| ARLID |
cav_un_auth*0376599 |
| share |
100 |
| name1 |
Kouřim |
| name2 |
Tomáš |
| institution |
UTIA-B |
| full_dept (cz) |
Stochastická informatika |
| full_dept (eng) |
Department of Stochastic Informatics |
| department (cz) |
SI |
| department (eng) |
SI |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| abstract
(eng) |
The contribution presents a model of a random walk with varying transition probabilities implicitly depending on the entire history of the walk, which is an improvement of a model with varying step sizes. The transition probabilities are altered according to the last step of the walker using a memory parameter to either reward or punish success by increasing or decreasing its probability in the next step. This walk is applied to model Grand Slam tennis matches and fitted on their entire history since 2009. The suitability of the model is thoroughly tested on a number of real datasets. |
| action |
| ARLID |
cav_un_auth*0376600 |
| name |
MATHSPORT INTERNATIONAL 2019 CONFERENCE |
| dates |
20190701 |
| mrcbC20-s |
20190703 |
| place |
Athens |
| country |
GR |
|
| RIV |
BB |
| FORD0 |
10000 |
| FORD1 |
10100 |
| FORD2 |
10103 |
| reportyear |
2020 |
| num_of_auth |
1 |
| presentation_type |
PR |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0297358 |
| confidential |
S |
| arlyear |
2019 |
| mrcbU14 |
SCOPUS |
| mrcbU24 |
PUBMED |
| mrcbU34 |
WOS |
| mrcbU63 |
cav_un_epca*0506073 MathSport International 2019 Conference Proceedings Propobos Publications 2019 Athens 220 227 978-618-5036-53-9 |
| mrcbU67 |
340 Karlis Dimitris |
| mrcbU67 |
340 Ntzoufras Ioannis |
| mrcbU67 |
340 Drikos Sotiris |
|