Geoadditive models

A study into geographical variability of reproductive health outcomes (e.g. birth weight) in Upper Cape Cod, Massachusetts, USA, benefits from geostatistical mapping or kriging. However, also observed are some continuous covariates (e.g. maternal age) that exhibit pronounced non-linear relationships...

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Veröffentlicht in:	Applied statistics 2003-01, Vol.52 (1), p.1-18
Hauptverfasser:	Kammann, E. E., Wand, M. P.
Format:	Artikel
Sprache:	eng
Schlagworte:	Additive models Applications Biological and medical sciences Birth weight Computerized, statistical medical data processing and models in biomedicine Data smoothing Disease mapping Disease models Diseases Exact sciences and technology Fundamental and applied biological sciences. Psychology General aspects Geostatistics Gestational age Health Human geography Kriging Linear inference, regression Mathematics Mathematics in biology. Statistical analysis. Models. Metrology. Data processing in biology (general aspects) Maximum likelihood estimation Medical sciences Mixed models Modeling Models and simulation Nonparametric regression Parametric models Penalized splines Probability and statistics Regression analysis Restricted maximum likelihood Sciences and techniques of general use Spatial analysis Statistical methods Statistical variance Statistics Wands
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