Nonparametric Estimation of Correlation Functions in Longitudinal and Spatial Data, with Application to Colon Carcinogenesis Experiments
In longitudinal and spatial studies, observations often demonstrate strong correlations that are stationary in time or distance lags, and the times or locations of these data being sampled may not be homogeneous. We propose a nonparametric estimator of the correlation function in such data, using ke...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | The Annals of Statistics. - Institute of Mathematical Statistics. - 35(2007), 4, Seite 1608-1643
|
|---|
| 1. Verfasser: |
Li, Yehua
(VerfasserIn) |
|---|
| Weitere Verfasser: |
Wang, Naisyin,
Hong, Meeyoung,
Turner, Nancy D.,
Lupton, Joanne R.,
Carroll, Raymond J. |
|---|
| Format: | Online-Aufsatz
|
|---|
| Sprache: | English |
|---|
| Veröffentlicht: |
2007
|
|---|
| Zugriff auf das übergeordnete Werk: | The Annals of Statistics
|
|---|
| Schlagworte: | Asymptotic theory
Bootstrap
Colon carcinogenesis
Correlation functions
Dependent data
Functional data
Gene expression
Kernel regression
Nonparametric regression
Spatial data
mehr...
Time series
Mathematics
Health sciences
Information science |
|---|