Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385153129> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W4385153129 endingPage "102" @default.
- W4385153129 startingPage "85" @default.
- W4385153129 abstract "In this chapter, we provide an overview of the two inference problems of learning and identity testing of a Markov chain based on a single trajectory of observations started from an arbitrary state. The learning problem is concerned with the estimation of the state transition probabilities of the process, while the testing problem deals with determining whether the unknown Markov chain is identical to or far from a given reference chain. We analyze both tasks from within the minimax framework and with respect to several competing notions of distance. We observe that the sample complexities depend on the number of states and often also on the stationary and mixing properties of the Markov chains. We further proceed to compare advantages and drawbacks of the different contrast functions we consider." @default.
- W4385153129 created "2023-07-23" @default.
- W4385153129 creator A5018209926 @default.
- W4385153129 creator A5019371046 @default.
- W4385153129 date "2023-01-01" @default.
- W4385153129 modified "2023-10-16" @default.
- W4385153129 title "Learning and identity testing of Markov chains" @default.
- W4385153129 cites W1893124157 @default.
- W4385153129 cites W2020129240 @default.
- W4385153129 cites W2069092471 @default.
- W4385153129 cites W2082929189 @default.
- W4385153129 cites W2087686387 @default.
- W4385153129 cites W2095763317 @default.
- W4385153129 cites W2104648144 @default.
- W4385153129 cites W2121529996 @default.
- W4385153129 cites W2158719122 @default.
- W4385153129 cites W2592411267 @default.
- W4385153129 cites W2963818535 @default.
- W4385153129 cites W3107422154 @default.
- W4385153129 cites W3175250400 @default.
- W4385153129 cites W3216853203 @default.
- W4385153129 cites W4310750623 @default.
- W4385153129 cites W2099749318 @default.
- W4385153129 doi "https://doi.org/10.1016/bs.host.2023.06.005" @default.
- W4385153129 hasPublicationYear "2023" @default.
- W4385153129 type Work @default.
- W4385153129 citedByCount "0" @default.
- W4385153129 crossrefType "book-chapter" @default.
- W4385153129 hasAuthorship W4385153129A5018209926 @default.
- W4385153129 hasAuthorship W4385153129A5019371046 @default.
- W4385153129 hasConcept C105795698 @default.
- W4385153129 hasConcept C119857082 @default.
- W4385153129 hasConcept C121332964 @default.
- W4385153129 hasConcept C126255220 @default.
- W4385153129 hasConcept C138777275 @default.
- W4385153129 hasConcept C149728462 @default.
- W4385153129 hasConcept C154945302 @default.
- W4385153129 hasConcept C159886148 @default.
- W4385153129 hasConcept C163540672 @default.
- W4385153129 hasConcept C163836022 @default.
- W4385153129 hasConcept C24890656 @default.
- W4385153129 hasConcept C2776214188 @default.
- W4385153129 hasConcept C2778355321 @default.
- W4385153129 hasConcept C33923547 @default.
- W4385153129 hasConcept C41008148 @default.
- W4385153129 hasConcept C54907487 @default.
- W4385153129 hasConcept C62520636 @default.
- W4385153129 hasConcept C96810086 @default.
- W4385153129 hasConcept C97074811 @default.
- W4385153129 hasConcept C98763669 @default.
- W4385153129 hasConceptScore W4385153129C105795698 @default.
- W4385153129 hasConceptScore W4385153129C119857082 @default.
- W4385153129 hasConceptScore W4385153129C121332964 @default.
- W4385153129 hasConceptScore W4385153129C126255220 @default.
- W4385153129 hasConceptScore W4385153129C138777275 @default.
- W4385153129 hasConceptScore W4385153129C149728462 @default.
- W4385153129 hasConceptScore W4385153129C154945302 @default.
- W4385153129 hasConceptScore W4385153129C159886148 @default.
- W4385153129 hasConceptScore W4385153129C163540672 @default.
- W4385153129 hasConceptScore W4385153129C163836022 @default.
- W4385153129 hasConceptScore W4385153129C24890656 @default.
- W4385153129 hasConceptScore W4385153129C2776214188 @default.
- W4385153129 hasConceptScore W4385153129C2778355321 @default.
- W4385153129 hasConceptScore W4385153129C33923547 @default.
- W4385153129 hasConceptScore W4385153129C41008148 @default.
- W4385153129 hasConceptScore W4385153129C54907487 @default.
- W4385153129 hasConceptScore W4385153129C62520636 @default.
- W4385153129 hasConceptScore W4385153129C96810086 @default.
- W4385153129 hasConceptScore W4385153129C97074811 @default.
- W4385153129 hasConceptScore W4385153129C98763669 @default.
- W4385153129 hasFunder F4320334764 @default.
- W4385153129 hasFunder F4320335125 @default.
- W4385153129 hasLocation W43851531291 @default.
- W4385153129 hasOpenAccess W4385153129 @default.
- W4385153129 hasPrimaryLocation W43851531291 @default.
- W4385153129 hasRelatedWork W1974839821 @default.
- W4385153129 hasRelatedWork W2091522449 @default.
- W4385153129 hasRelatedWork W2159877461 @default.
- W4385153129 hasRelatedWork W2319591558 @default.
- W4385153129 hasRelatedWork W2393764248 @default.
- W4385153129 hasRelatedWork W3021931671 @default.
- W4385153129 hasRelatedWork W3022658609 @default.
- W4385153129 hasRelatedWork W4256241332 @default.
- W4385153129 hasRelatedWork W4379794419 @default.
- W4385153129 hasRelatedWork W50519898 @default.
- W4385153129 isParatext "false" @default.
- W4385153129 isRetracted "false" @default.
- W4385153129 workType "book-chapter" @default.