Latent Markov models for longitudinal data. ([2012])

• Record Type: Book
• Further Information: Note: Francesco Bartolucci, Alessio Farcomeni, Fulvia Pennoni.
• Authors: Bartolucci, Francesco; Farcomeni, Alessio; Pennoni, Fulvia
• Contents: 1. Overview on latent Markov modeling -- 2. Background on latent variable and Markov chain models -- 3. Basic latent Markov model -- 4. Constrained latent Markov models -- 5. Including individual covariates and relaxing basic model assumptions -- 6. Including random effects and extension to multilevel data -- 7. Advanced topics about latent Markov modeling -- 8. Bayesian latent Markov models.
• Publisher Details: Boca Raton, FL : CRC Press, Taylor & Francis Group
• Publication Date: 2012
• Copyright Date: 2012
• Extent: 1 online resource (xix, 230 pages), illustrations
• Subjects: 519.2/33; Markov processes; MATHEMATICS -- Probability & Statistics -- General; MATHEMATICS -- Applied; Markov processes; Electronic books
• Languages: English
• ISBNs: 9781466583719; 1466583711
• Related ISBNs: 9781439817087; 1439817081
• Notes: Note: Includes bibliographical references (pages 215-230) and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.