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Trajectory analysis in health care

Hollar, David W.

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Trajectory analysis in health care

Record Type:	Electronic resources : Monograph/item
Title/Author:	Trajectory analysis in health care/ by David W. Hollar.
Author:	Hollar, David W.
Published:	Cham :Springer International Publishing : : 2018.,
Description:	xvi, 264 p. :ill., digital ;24 cm.
[NT 15003449]:	Longitudinal Data in Health Care: Opportunities and Necessity -- The Problem of Recidivism in Health Care Intervention Studies -- Current Epidemiological Methods -- Longitudinal Data Analysis Methods -- Linearity Versus Nonlinearity in Variable Associations and Time -- Stability and Reversibility/Irreversibility of Health Conditions -- Chaos Theory and Sensitive Dependence on Initial Conditions -- Poincare Return Maps -- Health Conditions and Behaviors as Topological Surfaces -- Applying Jacobian Matrices to Health Trajectories -- The Lyapunov Exponent -- Phase Transitions in Health and Health Behaviors -- Applications in Cardiology and Neuroscience -- Applications in Health Monitoring and Geographic Systems -- Causality and Inference -- Health Care Interventions for Long-Term Positive Results -- Appendix A. Mathematical Background -- Appendix B. Sample Programming Code for Examples.
Contained By:	Springer eBooks
Subject:	Medical care. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-59626-6
ISBN:	9783319596266

Trajectory analysis in health care
Hollar, David W.

Trajectory analysis in health care[electronic resource] /by David W. Hollar. - Cham :Springer International Publishing :2018. - xvi, 264 p. :ill., digital ;24 cm.

Longitudinal Data in Health Care: Opportunities and Necessity -- The Problem of Recidivism in Health Care Intervention Studies -- Current Epidemiological Methods -- Longitudinal Data Analysis Methods -- Linearity Versus Nonlinearity in Variable Associations and Time -- Stability and Reversibility/Irreversibility of Health Conditions -- Chaos Theory and Sensitive Dependence on Initial Conditions -- Poincare Return Maps -- Health Conditions and Behaviors as Topological Surfaces -- Applying Jacobian Matrices to Health Trajectories -- The Lyapunov Exponent -- Phase Transitions in Health and Health Behaviors -- Applications in Cardiology and Neuroscience -- Applications in Health Monitoring and Geographic Systems -- Causality and Inference -- Health Care Interventions for Long-Term Positive Results -- Appendix A. Mathematical Background -- Appendix B. Sample Programming Code for Examples.

ISBN: 9783319596266

Standard No.: 10.1007/978-3-319-59626-6doiSubjects--Topical Terms:

553082
Medical care.

LC Class. No.: RA410.5

Dewey Class. No.: 610

Trajectory analysis in health care
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245 1 0 $a Trajectory analysis in health care $h [electronic resource] / $c by David W. Hollar.
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505 0 $a Longitudinal Data in Health Care: Opportunities and Necessity -- The Problem of Recidivism in Health Care Intervention Studies -- Current Epidemiological Methods -- Longitudinal Data Analysis Methods -- Linearity Versus Nonlinearity in Variable Associations and Time -- Stability and Reversibility/Irreversibility of Health Conditions -- Chaos Theory and Sensitive Dependence on Initial Conditions -- Poincare Return Maps -- Health Conditions and Behaviors as Topological Surfaces -- Applying Jacobian Matrices to Health Trajectories -- The Lyapunov Exponent -- Phase Transitions in Health and Health Behaviors -- Applications in Cardiology and Neuroscience -- Applications in Health Monitoring and Geographic Systems -- Causality and Inference -- Health Care Interventions for Long-Term Positive Results -- Appendix A. Mathematical Background -- Appendix B. Sample Programming Code for Examples.
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650 2 4 $a Applications of Nonlinear Dynamics and Chaos Theory. $3 3134772
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