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Modern Statistical Methods for Health Research / Yichuan Zhao, (Din) Ding-Geng Chen editors
Modern Statistical Methods for Health Research / Yichuan Zhao, (Din) Ding-Geng Chen editors
Pubbl/distr/stampa Cham, : Springer, 2021
Descrizione fisica xxv, 496 p. : ill. ; 24 cm
Soggetto topico 62N05 - Reliability and life testing [MSC 2020]
62-XX - Statistics [MSC 2020]
00B15 - Collections of articles of miscellaneous specific interest [MSC 2020]
62P10 - Applications of statistics to biology and medical sciences; meta analysis [MSC 2020]
62R10 - Functional data analysis [MSC 2020]
Soggetto non controllato Alzheimer's disease
Biological network
Classification
Classifier
Clinical trial
Clustering methods
Electronic health records
Flase discovery rate
Fluorence image data
Functional data analysis
Gene expression analysis
Genome wide association studies
Infectious disease epidemiology
Support vector machine
Surveillance streams
Survival analysis
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Record Nr. UNICAMPANIA-VAN0274980
Cham, : Springer, 2021
Materiale a stampa
Lo trovi qui: Univ. Vanvitelli
Opac: Controlla la disponibilità qui
Robust optimization [[electronic resource] /] / Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski
Robust optimization [[electronic resource] /] / Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski
Autore Ben-Tal A
Edizione [Course Book]
Pubbl/distr/stampa Princeton, NJ, : Princeton University Press, c2009
Descrizione fisica 1 online resource (565 p.)
Disciplina 519.6
Altri autori (Persone) El GhaouiLaurent
NemirovskiĭArkadiĭ Semenovich
Collana Princeton Series in Applied Mathematics
Soggetto topico Robust optimization
Linear programming
Soggetto non controllato 0O
Accuracy and precision
Additive model
Almost surely
Approximation algorithm
Approximation
Best, worst and average case
Bifurcation theory
Big O notation
Candidate solution
Central limit theorem
Chaos theory
Coefficient
Computational complexity theory
Constrained optimization
Convex hull
Convex optimization
Convex set
Cumulative distribution function
Curse of dimensionality
Decision problem
Decision rule
Degeneracy (mathematics)
Diagram (category theory)
Duality (optimization)
Dynamic programming
Exponential function
Feasible region
Floor and ceiling functions
For All Practical Purposes
Free product
Ideal solution
Identity matrix
Inequality (mathematics)
Infimum and supremum
Integer programming
Law of large numbers
Likelihood-ratio test
Linear dynamical system
Linear inequality
Linear map
Linear matrix inequality
Linear programming
Linear regression
Loss function
Margin classifier
Markov chain
Markov decision process
Mathematical optimization
Max-plus algebra
Maxima and minima
Multivariate normal distribution
NP-hardness
Norm (mathematics)
Normal distribution
Optimal control
Optimization problem
Orientability
P versus NP problem
Pairwise
Parameter
Parametric family
Probability distribution
Probability
Proportionality (mathematics)
Quantity
Random variable
Relative interior
Robust control
Robust decision-making
Robust optimization
Semi-infinite
Sensitivity analysis
Simple set
Singular value
Skew-symmetric matrix
Slack variable
Special case
Spherical model
Spline (mathematics)
State variable
Stochastic calculus
Stochastic control
Stochastic optimization
Stochastic programming
Stochastic
Strong duality
Support vector machine
Theorem
Time complexity
Uncertainty
Uniform distribution (discrete)
Unimodality
Upper and lower bounds
Variable (mathematics)
Virtual displacement
Weak duality
Wiener filter
With high probability
Without loss of generality
ISBN 1-282-25928-8
9786612259289
1-4008-3105-9
Classificazione SK 870
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Frontmatter -- Contents -- Preface -- Part I. Robust Linear Optimization -- Chapter One. Uncertain Linear Optimization Problems and their Robust Counterparts -- Chapter Two. Robust Counterpart Approximations of Scalar Chance Constraints -- Chapter Three. Globalized Robust Counterparts of Uncertain LO Problems -- Chapter Four. More on Safe Tractable Approximations of Scalar Chance Constraints -- Part II. Robust Conic Optimization -- Chapter Five. Uncertain Conic Optimization: The Concepts -- Chapter Six. Uncertain Conic Quadratic Problems with Tractable RCs -- Chapter Seven. Approximating RCs of Uncertain Conic Quadratic Problems -- Chapter Eight. Uncertain Semidefinite Problems with Tractable RCs -- Chapter Nine. Approximating RCs of Uncertain Semidefinite Problems -- Chapter Ten. Approximating Chance Constrained CQIs and LMIs -- Chapter Eleven. Globalized Robust Counterparts of Uncertain Conic Problems -- Chapter Twelve. Robust Classi¯cation and Estimation -- Part III. Robust Multi-Stage Optimization -- Chapter Thirteen. Robust Markov Decision Processes -- Chapter Fourteen. Robust Adjustable Multistage Optimization -- Part IV. Selected Applications -- Chapter Fifteen. Selected Applications -- Appendix A: Notation and Prerequisites -- Appendix B: Some Auxiliary Proofs -- Appendix C: Solutions to Selected Exercises -- Bibliography -- Index
Record Nr. UNINA-9910778219003321
Ben-Tal A  
Princeton, NJ, : Princeton University Press, c2009
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Robust optimization / / Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski
Robust optimization / / Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski
Autore Ben-Tal A
Edizione [Course Book]
Pubbl/distr/stampa Princeton, NJ, : Princeton University Press, c2009
Descrizione fisica 1 online resource (565 p.)
Disciplina 519.6
Altri autori (Persone) El GhaouiLaurent
NemirovskiĭArkadiĭ Semenovich
Collana Princeton Series in Applied Mathematics
Soggetto topico Robust optimization
Linear programming
Soggetto non controllato 0O
Accuracy and precision
Additive model
Almost surely
Approximation algorithm
Approximation
Best, worst and average case
Bifurcation theory
Big O notation
Candidate solution
Central limit theorem
Chaos theory
Coefficient
Computational complexity theory
Constrained optimization
Convex hull
Convex optimization
Convex set
Cumulative distribution function
Curse of dimensionality
Decision problem
Decision rule
Degeneracy (mathematics)
Diagram (category theory)
Duality (optimization)
Dynamic programming
Exponential function
Feasible region
Floor and ceiling functions
For All Practical Purposes
Free product
Ideal solution
Identity matrix
Inequality (mathematics)
Infimum and supremum
Integer programming
Law of large numbers
Likelihood-ratio test
Linear dynamical system
Linear inequality
Linear map
Linear matrix inequality
Linear programming
Linear regression
Loss function
Margin classifier
Markov chain
Markov decision process
Mathematical optimization
Max-plus algebra
Maxima and minima
Multivariate normal distribution
NP-hardness
Norm (mathematics)
Normal distribution
Optimal control
Optimization problem
Orientability
P versus NP problem
Pairwise
Parameter
Parametric family
Probability distribution
Probability
Proportionality (mathematics)
Quantity
Random variable
Relative interior
Robust control
Robust decision-making
Robust optimization
Semi-infinite
Sensitivity analysis
Simple set
Singular value
Skew-symmetric matrix
Slack variable
Special case
Spherical model
Spline (mathematics)
State variable
Stochastic calculus
Stochastic control
Stochastic optimization
Stochastic programming
Stochastic
Strong duality
Support vector machine
Theorem
Time complexity
Uncertainty
Uniform distribution (discrete)
Unimodality
Upper and lower bounds
Variable (mathematics)
Virtual displacement
Weak duality
Wiener filter
With high probability
Without loss of generality
ISBN 1-282-25928-8
9786612259289
1-4008-3105-9
Classificazione SK 870
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Frontmatter -- Contents -- Preface -- Part I. Robust Linear Optimization -- Chapter One. Uncertain Linear Optimization Problems and their Robust Counterparts -- Chapter Two. Robust Counterpart Approximations of Scalar Chance Constraints -- Chapter Three. Globalized Robust Counterparts of Uncertain LO Problems -- Chapter Four. More on Safe Tractable Approximations of Scalar Chance Constraints -- Part II. Robust Conic Optimization -- Chapter Five. Uncertain Conic Optimization: The Concepts -- Chapter Six. Uncertain Conic Quadratic Problems with Tractable RCs -- Chapter Seven. Approximating RCs of Uncertain Conic Quadratic Problems -- Chapter Eight. Uncertain Semidefinite Problems with Tractable RCs -- Chapter Nine. Approximating RCs of Uncertain Semidefinite Problems -- Chapter Ten. Approximating Chance Constrained CQIs and LMIs -- Chapter Eleven. Globalized Robust Counterparts of Uncertain Conic Problems -- Chapter Twelve. Robust Classi¯cation and Estimation -- Part III. Robust Multi-Stage Optimization -- Chapter Thirteen. Robust Markov Decision Processes -- Chapter Fourteen. Robust Adjustable Multistage Optimization -- Part IV. Selected Applications -- Chapter Fifteen. Selected Applications -- Appendix A: Notation and Prerequisites -- Appendix B: Some Auxiliary Proofs -- Appendix C: Solutions to Selected Exercises -- Bibliography -- Index
Record Nr. UNINA-9910813421503321
Ben-Tal A  
Princeton, NJ, : Princeton University Press, c2009
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Statistical Modeling in Biomedical Research : Contemporary Topics and Voices in the Field / Yichuan Zhao, Ding-Geng (Din) Chen editors
Statistical Modeling in Biomedical Research : Contemporary Topics and Voices in the Field / Yichuan Zhao, Ding-Geng (Din) Chen editors
Pubbl/distr/stampa Cham, : Springer, 2020
Descrizione fisica xviii, 491 p. : ill. ; 24 cm
Soggetto topico 62-XX - Statistics [MSC 2020]
92B15 - General Biostatistics [MSC 2020]
Soggetto non controllato Classification
Complex data analysis
Data Mining
Feature selection
Gene expression analysis
High dimensional statistical methods
Next generation sequence
Support vector machine
Survival analysis
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Titolo uniforme
Record Nr. UNICAMPANIA-VAN0249865
Cham, : Springer, 2020
Materiale a stampa
Lo trovi qui: Univ. Vanvitelli
Opac: Controlla la disponibilità qui