Analyzing Clustered Data: Why and How to Account for Multiple Observations Nested within a Study Participant?

A conventional study design among medical and biological experimentalists involves collecting multiple measurements from a study subject. For example, experiments utilizing mouse models in neuroscience often involve collecting multiple neuron measurements per mouse to increase the number of observat...

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Veröffentlicht in:	PloS one 2016-01, Vol.11 (1), p.e0146721-e0146721
Hauptverfasser:	Moen, Erika L, Fricano-Kugler, Catherine J, Luikart, Bryan W, O'Malley, A James
Format:	Artikel
Sprache:	eng
Schlagworte:	Analysis Animal models Animals Brain - metabolism Clinical medicine Cluster Analysis Clustering Data Interpretation, Statistical Data processing Datasets as Topic - standards Datasets as Topic - statistics & numerical data Epidemiology Experiments Fatty acids Medical research Medicine Methods Mice Nervous system Neurobiology Neurons Neurosciences Observer Variation Physiology PTEN Phosphohydrolase - genetics PTEN Phosphohydrolase - metabolism Social sciences Statistical analysis Statistical methods Statistics Studies
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