Found 7 paper(s). Displaying 1-5. View all results on one page

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Multilevel Models for Longitudinal Data

Steele, F., Journal of the Royal Statistical Society: Series A, 171(1), 5-19, 2008

• Two level
• Binary/proportions response
• Continuous response
• Purely hierarchical
• Random slopes
• Temporal autocorrelation
• Longitudinal data
• Multivariate response model
• A range of models are considered in this review article (listed in the abstract)

A flexible procedure for analyzing longitudinal event histories using a multilevel model

Goldstein, H., Pan, H. and Bynner J., Understanding Statistics, 3, 127-153, 2004

• Two level
• Binary/proportions response
• Purely hierarchical
• Random slopes
• Longitudinal data

A General Multistate Competing Risks Model for Event History Data, with an Application to a Study of Contraceptive Use Dynamics

Steele, F., Goldstein, H. and Browne, W., Statistical Modelling, 4(2), 145-159, 2004

• Two level
• Binary/proportions response
• Purely hierarchical
• Random intercepts (only)
• Longitudinal data
• Multivariate response model
• Multilevel discrete-time event history
• multiple states
• competing risks

• Demography

A general multilevel multistate competing risks model for event history data, with an application to a study of contraceptive use dynamics

Steele, F., Goldstein, H. and Browne W., Statistical Modelling, 29:5, 709-730, 2004

• Two level
• Binary/proportions response
• Purely hierarchical
• Random slopes
• Multivariate response model

A Multilevel Mixture Model for Event History Data with Long-term Survivors: An application to an Analysis of Contraceptive Sterilisation in Bangladesh

Steele, F., Lifetime Data Analysis, 9, 155-174, 2003

• Three level
• Binary/proportions response
• Purely hierarchical
• Random intercepts (only)
• Longitudinal data
• Multivariate response model
• Multilevel discrete-time event history model
• one response partially observed

• Demography
• contraceptive use