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ActivEpi Companion Textbook : A supplement for use with the ActivEpi CD-ROM / / by David G. Kleinbaum, Kevin M. Sullivan, Nancy D. Barker
| ActivEpi Companion Textbook : A supplement for use with the ActivEpi CD-ROM / / by David G. Kleinbaum, Kevin M. Sullivan, Nancy D. Barker |
| Autore | Kleinbaum David G |
| Edizione | [2nd ed. 2013.] |
| Pubbl/distr/stampa | New York, NY : , : Springer New York : , : Imprint : Springer, , 2013 |
| Descrizione fisica | 1 online resource (549 p.) |
| Disciplina | 614.4 |
| Soggetto topico |
Statistics
Epidemiology Statistics for Life Sciences, Medicine, Health Sciences |
| ISBN | 1-4614-5428-X |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Objectives and Methods of Epidemiologic Research -- Validity of Epidemiologic Research -- Epidemiologic Analysis -- Glossary -- Index. |
| Altri titoli varianti | Companion Handbook |
| Record Nr. | UNINA-9910438138303321 |
Kleinbaum David G
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| New York, NY : , : Springer New York : , : Imprint : Springer, , 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advanced techniques for modelling maternal and child health in Africa / / edited by Ngianga-Bakwin Kandala, Gebrenegus Ghilagaber
| Advanced techniques for modelling maternal and child health in Africa / / edited by Ngianga-Bakwin Kandala, Gebrenegus Ghilagaber |
| Edizione | [1st ed. 2014.] |
| Pubbl/distr/stampa | Dordrecht : , : Springer Netherlands : , : Imprint : Springer, , 2014 |
| Descrizione fisica | 1 online resource (336 p.) |
| Disciplina | 613.0432096 |
| Collana | The Springer Series on Demographic Methods and Population Analysis |
| Soggetto topico |
Demography
Maternal and child health services Statistics Social sciences Maternal and Child Health Statistics for Life Sciences, Medicine, Health Sciences Methodology of the Social Sciences |
| ISBN | 94-007-6778-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1: Advanced Techniques for Modelling Maternal and Child Health in Africa: Samuel OM Manda, Ngianga-Bakwin Kandala and Gebrenegus Ghilagaber -- PART I: CHILD HEALTH AND SURVIVAL: 2: Disentangling Selection and Causality in Assessing the Effects of Health Inputs on Child Survival. Case Studies from Egypt, Eritrea, and Uganda: Gebrenegus Ghilagaber -- 3: Modelling Spatial Effects on Childhood Mortality via Geo-Additive Bayesian Discrete-time Survival Model: A Case Study from Nigeria: G Ghilagaber, D Antai and N-B Kandala -- 4: Bayesian Geo-additive Mixed Latent Variable Models with Applications on the Child's Health problems in some African Countries: K Khatab -- 5: Mapping socio-economic inequalities in health status in Malawian children: a Bayesian approach: L Kazembe -- 6: Analysis of Grouped Survival Data: A Synthesis of Various Traditions and Application to Modeling Childhood Mortality in Eritrea: G Ghilagaber -- 7: Modelling Immunisation Coverage in Nigeria using Bayesian Structured Additive Regression: SB Adebayo and WB Yahya -- 8: Macro Determinants of Geographical Variation in Childhood Survival in South Africa using Flexible Spatial Mixture Models: S Manda -- 9: Socio-demographic determinants of Anaemia in children in Uganda : A multilevel analysis: SN Kandala -- PART II: MATERNAL HEALTH: 10: A Family of Flexible Parametric Duration Functions with Applications to Modelling Transition to Parenthood in Eritrea, Ghana, and Kenya: G Ghilagaber, W Elisa, and S O Gyimah -- 11: Spatial variation of predictors of prevalent hypertension in Sub-Saharan Africa: A case study of South-Africa: N-B Kandala -- 12: A Semiparametric Stratified Survival Model for Timing of First Birth in South Africa: S Manda, R Meyer and B Cai -- 13: Stepwise Geoadditive Regression modelling of levels and trends of fertility in Nigeria: Guiding tools towards attaining MDGs: SB Adebayo and E Gayawan -- 14: A Spatial Analysis of Age at Sexual Initiation among Nigerian Youth as a Tool for HIV Prevention: A Bayesian Approach: AA Abiodun et al -- 15: Assessing Geographic Co-morbidity Associated with Vascular Diseases in South Africa: A joint Bayesian Modeling Approach: NB Kandala, SOM Manda, W Tigbe -- 16: Advances in Modelling Maternal and Child Health in Africa: What Have We Learned and What is Next?: Gebrenegus Ghilagaber. . |
| Record Nr. | UNINA-9910483316403321 |
| Dordrecht : , : Springer Netherlands : , : Imprint : Springer, , 2014 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Advances in Artificial Life [[electronic resource] ] : Third European Conference on Artificial Life, Granada, Spain, June 4 - 6, 1995 Proceedings / / edited by Federico Moran, Alvaro Moreno, Juan J. Merelo, Pablo Chacon
| Advances in Artificial Life [[electronic resource] ] : Third European Conference on Artificial Life, Granada, Spain, June 4 - 6, 1995 Proceedings / / edited by Federico Moran, Alvaro Moreno, Juan J. Merelo, Pablo Chacon |
| Edizione | [1st ed. 1995.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1995 |
| Descrizione fisica | 1 online resource (XXVI, 962 p.) |
| Disciplina | 574/.01/13 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Anthropology Life sciences Bioinformatics Computational biology Biomathematics Statistics Artificial Intelligence Life Sciences, general Computer Appl. in Life Sciences Mathematical and Computational Biology Statistics for Life Sciences, Medicine, Health Sciences |
| ISBN | 3-540-49286-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Artificial life and molecular evolutionary biology -- Artificial life needs a real epistemology -- Grounding and the entailment structure in robots and artificial life -- Mean field theory of the Edge of Chaos -- Escaping from the Cartesian mind-set: Heidegger and artificial life -- Semantic Closure: A guiding notion to ground artificial life -- The inside and outside views of life -- Prebiotic chemistry, artificial life, and complexity theory: What do they tell us about the origin of biological systems? -- Compartimentation in replicator models -- Evolutionary dynamics and optimization -- Population evolution in a single peak fitness landscape how high are the clouds? -- Replicators don't! -- RNA viruses: a bridge between life and artificial life -- Complexity analysis of a self-organizing vs. a template-directed system -- Tile Automaton for evolution of metabolism -- Tracking the red queen: Measurements of adaptive progress in co-evolutionary simulations -- The coevolution of mutation rates -- Coevolution of machines and tapes -- Incremental co-evolution of organisms: A new approach for optimization and discovery of strategies -- Symbiosis and co-evolution in animats -- Artificial endosymbiosis -- Mathematical analysis of evolutionary process -- The evolution of hierarchical representations -- Adaptation and the modular design of organisms -- A theory of differentiation with dynamic clustering -- Cell differentiation and neurogenesis in evolutionary large scale chaos -- Evolving artificial neural networks that develop in time -- Contextual genetic algorithms: Evolving developmental rules -- Can development be designed? What we may learn from the Cog Project -- Emergent organization of interspecies communication in Q-learning artificial organisms -- Self and nonseld revisited: Lessons from modelling the immune network -- On formation of structures -- Learning in the active mode -- Learning subjective “cognitive maps” in the presence of sensory-motor errors -- Specialization under social conditions in shared environments -- Iterated prisoner's dilemma with choice and refusal of partners: Evolutionary results -- Abundance-distributions in artificial life and stochastic models: “age and area” revisited -- Elements of a theory of simulation -- To simulate or not to simulate: A problem of minimising functional logical depth -- Quasi-Uniform Computation-Universal cellular automata -- A new self-reproducing cellular automaton capable of construction and computation -- Self-inspection based reproduction in cellular automata -- Evaluation of learning performance of situated embodied agents -- Seeing in the dark with artificial bats -- Navigating with an adaptive light compass -- Collision avoidance using an egocentric memory of proximity -- A useful autonomous vehicle with a hierarchical behavior control -- Evolving electronic robot controllers that exploit hardware resources -- Classification as sensory-motor coordination -- High-pass filtered positive feedback for decentralized control of cooperation -- Learning and adaptivity: Enhancing reactive behaviour architectures in real-world interaction systems -- Interactivism: A functional model of representation for behavior-based systems -- Noise and the reality gap: The use of simulation in evolutionary robotics -- Essential dynamical structure in learnable autonomous robots -- Optimizing the performance of a robot society in structured environment through Genetic Algorithms -- Spatial games and evolution of cooperation -- Aggressive signaling meets adaptive receiving: Further experiments in synthetic behavioural ecology -- Modelling foraging behaviour of ant colonies -- The computationally complete ant colony: Global coordination in a system with no hierarchy -- Mimicry and coevolution of hedonic agents -- Evolution of symbolic grammar systems -- Driven cellular automata, adaptation and the binding problem -- The functional composition of living machines as a design principle for artificial organisms -- Thermodynamics of RNA folding. When is an RNA molecule in equilibrium? -- An artificial life model for predicting the tertiary structure of unknown proteins that emulates the folding process -- Energy cost evaluation of computing capabilities in biomolecular and artificial matter -- Contemporary evolution strategies -- The usefulness of recombination -- The investigation of Lamarckian Inheritance with Classifier Systems in a massively parallel simulation environment -- Orgy in the computer: Multi-parent reproduction in genetic algorithms -- A simplification of the theory of neural groups selection for adaptive control. |
| Record Nr. | UNISA-996466143603316 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 1995 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Analysis of Large and Complex Data / / edited by Adalbert F.X. Wilhelm, Hans A. Kestler
| Analysis of Large and Complex Data / / edited by Adalbert F.X. Wilhelm, Hans A. Kestler |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (XXVI, 656 p. 171 illus., 32 illus. in color.) |
| Disciplina | 302.231 |
| Collana | Studies in Classification, Data Analysis, and Knowledge Organization |
| Soggetto topico |
Statistics
Data mining Mathematical statistics Biometry Statistics and Computing/Statistics Programs Data Mining and Knowledge Discovery Statistics for Life Sciences, Medicine, Health Sciences Statistics for Business, Management, Economics, Finance, Insurance Probability and Statistics in Computer Science Biostatistics |
| ISBN | 3-319-25226-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I Invited Papers -- Part II Big Data -- Part III Clustering -- Part IV Classification -- Part V Regression and other Statistical Techniques -- Part VI Applications -- Part VII Data Analysis in Marketing -- Part VIII Data Analysis in Finance -- Part IX Data Analysis in Medicine and Life Sciences -- Part X Data Analysis in Musicology -- Part XI Data Analysis in Interdisciplinary Domains -- Part XII Data Analysis in Social, Behavioural and Health Care Sciences -- Part XIII Data Analysis in Library Science -- . |
| Record Nr. | UNINA-9910254084703321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Angewandte Datenanalyse : Der Bayes'sche Weg / / von Daniel Bättig
| Angewandte Datenanalyse : Der Bayes'sche Weg / / von Daniel Bättig |
| Autore | Bättig Daniel |
| Edizione | [2nd ed. 2017.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer Spektrum, , 2017 |
| Descrizione fisica | 1 online resource (XVI, 393 S. 269 Abb., 11 Abb. in Farbe.) |
| Disciplina | 519.5 |
| Collana | Statistik und ihre Anwendungen |
| Soggetto topico |
Statistics
Mathematical models Statistics and Computing/Statistics Programs Statistics for Life Sciences, Medicine, Health Sciences Mathematical Modeling and Industrial Mathematics |
| ISBN | 3-662-54220-X |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | ger |
| Nota di contenuto | Eine Einführung und ein Überblick -- Wie man Versuche planen kann -- Messen und Kontrollieren -- Das Fundament: Wahrscheinlichkeiten -- Nicht direkt messbare Grössen bestimmen -- Mehrere Grössen und Korrelation -- Messwerte prognostizieren -- Modellwahl: Information und Entropie -- Zwei Modelle zu positiven Grössen -- Streuung und die Normalverteilung -- Explorative Datenanalyse -- Regressionsmodelle -- Regressionsmodelle: Parameter und Prognosen -- Standardfehler, Ranglisten und Modelle. |
| Record Nr. | UNINA-9910484290803321 |
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Bättig Daniel
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| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer Spektrum, , 2017 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Multidimensional Scaling and Unfolding / / by Ingwer Borg, Patrick J.F. Groenen, Patrick Mair
| Applied Multidimensional Scaling and Unfolding / / by Ingwer Borg, Patrick J.F. Groenen, Patrick Mair |
| Autore | Borg Ingwer |
| Edizione | [2nd ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (IX, 122 p. 65 illus.) |
| Disciplina | 001.4226 |
| Collana | SpringerBriefs in Statistics |
| Soggetto topico |
Statistics
Psychometrics Mathematics Visualization Social sciences—Data processing Social sciences—Computer programs Statistics and Computing/Statistics Programs Statistics for Social Sciences, Humanities, Law Statistics for Life Sciences, Medicine, Health Sciences Computational Social Sciences |
| ISBN | 3-319-73471-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 First steps -- 2 The purpose of MDS and Unfolding -- 3 The fit of MDS and Unfolding solutions -- 4 Proximities -- 5 Variants of MDS models -- 6 Confirmatory MDS -- 7 Typical mistakes in MDS -- 8 Unfolding -- 9 MDS algorithms -- 10 MDS Software -- Subject Index. |
| Record Nr. | UNINA-9910300120503321 |
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Borg Ingwer
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied multiple imputation [[electronic resource] ] : advantages, pitfalls, new developments and applications in R / / by Kristian Kleinke, Jost Reinecke, Daniel Salfrán, Martin Spiess
| Applied multiple imputation [[electronic resource] ] : advantages, pitfalls, new developments and applications in R / / by Kristian Kleinke, Jost Reinecke, Daniel Salfrán, Martin Spiess |
| Autore | Kleinke Kristian |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (XI, 292 p. 20 illus., 3 illus. in color.) |
| Disciplina | 001.422 |
| Collana | Statistics for Social and Behavioral Sciences |
| Soggetto topico |
Statistics
Psychology—Methodology Psychological measurement R (Computer program language) Statistics for Social Sciences, Humanities, Law Psychological Methods/Evaluation Statistics for Life Sciences, Medicine, Health Sciences Statistical Theory and Methods Statistics and Computing/Statistics Programs |
| ISBN | 3-030-38164-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1 Introduction and Basic Concepts -- 2 Missing Data Mechanism and Ignorability -- 3 Missing Data Methods -- 4 Multiple Imputation: Theory -- 5 Multiple Imputation: Application -- 6 Multiple Imputation: New Developments -- A Appendices -- Index. |
| Record Nr. | UNISA-996418264703316 |
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Kleinke Kristian
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Applied Multivariate Data Analysis [[electronic resource] ] : Volume II: Categorical and Multivariate Methods / / by J.D. Jobson
| Applied Multivariate Data Analysis [[electronic resource] ] : Volume II: Categorical and Multivariate Methods / / by J.D. Jobson |
| Autore | Jobson J.D |
| Edizione | [1st ed. 1992.] |
| Pubbl/distr/stampa | New York, NY : , : Springer New York : , : Imprint : Springer, , 1992 |
| Descrizione fisica | 1 online resource (XXIX, 732 p.) |
| Disciplina | 519 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Applied mathematics
Engineering mathematics Statistics Medicine Applications of Mathematics Statistics for Business, Management, Economics, Finance, Insurance Statistics for Life Sciences, Medicine, Health Sciences Medicine/Public Health, general |
| ISBN | 1-4612-0921-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 6 Contingency Tables -- 6.1 Multivariate Data Analysis Data Matrices and Measurement Scales -- 6.2 Two-Dimensional Contingency Tables -- 6.3 Multidimensional Contingency Tables -- 6.4 The Weighted Least Squares Approach -- Cited Literature and References -- Exercises for Chapter 6 -- Questions for Chapter 6 -- 7 Multivariate Distributions Inference Regression and Canonical Correlation -- 7.1 Multivariate Random Variables and Samples -- 7.2 The Multivariate Normal Distribution -- 7.3 Testing for Normality Outliers and Robust Estimation -- 7.4 Inference for the Multivariate Normal -- 7.5 Multivariate Regression and Canonical Correlation -- Cited Literature and References -- Exercises for Chapter 7 -- Questions for Chapter 7 -- 8 Manova Discriminant Analysis and Qualitative Response Models -- 8.1 Multivariate Analysis of Variance -- 8.2 Discriminant Analysis -- 8.3 Qualitative Response Regression Models and Logistic Regression -- 9 Principal Components Factors and Correspondence Analysis -- 9.1 Principal Components -- 9.2 The Exploratory Factor Analysis Model -- 9.3 Singular Value Decomposition and Matrix Approximation -- 9.4 Correspondence Analysis -- Cited Literature and References -- Exercises for Chapter 9 -- Questions for Chapter 9 -- 10 Cluster Analysis and Multidimensional Scaling -- 10.1 Proximity Matrices Derived from Data Matrices -- 10.2 Cluster Analysis -- 10.3 Multidimensional Scaling -- Cited Literature and References -- Exercises for Chapter 10 -- Questions for Chapter 10 -- 1. Matrix Algebra -- 1.1 Matrices -- Matrix -- Transpose of a Matrix -- Row Vector and Column Vector -- Square Matrix -- Symmetric Matrix -- Diagonal Elements -- Trace of a Matrix -- Null or Zero Matrix -- Identity Matrix -- Diagonal Matrix -- Submatrix -- 1.2 Matrix Operations -- Equality of Matrices -- Addition of Matrices -- Additive Inverse -- Scalar Multiplication of a Matrix -- Product of Two Matrices -- Multiplicative Inverse -- Idempotent Matrix -- Kronecker Product -- 1.3 Determinants and Rank -- Determinant -- Nonsingular -- Relation Between Inverse -- and Determinant -- Rank of a Matrix -- 1.4 Quadratic Forms and Positive Definite Matrices -- Quadratic Form -- Congruent Matrix -- Positive Definite -- Positive Semidefinite -- Negative Definite -- Non-negative Definite -- 1.5 Partitioned Matrices -- Product of Partitioned Matrices -- Inverse of a Parti-tioned Matrix -- Determinant of a Partitioned Matrix -- 1.6 Expectations of Random Matrices -- 1.7 Derivatives of Matrix Expressions -- 2. Linear Algebra -- 2.1 Geometric Representation for Vectors -- n Dimensional Space -- Directed Line Segment -- Coordinates -- Addition of Vectors -- Scalar Multiplication -- Length of a Vector -- Angle Between Vectors -- Orthogonal Vectors -- Projection -- 2.2 Linear Dependence And Linear Transformations -- Linearly Dependent Vectors -- Linearly Independent Vectors -- Basis for an n-Dimensional Space -- Generation of a Vector Space and Rank of a Matrix -- Linear Transformation -- Orthogonal Transformation -- Rotation -- Orthogonal Matri -- 2.3 Systems of Equations -- Solution Vector for a System of Equations -- Homoge-neous Equations — Trivial and Nontrivial Solutions -- 2.4 Column Spaces -- Projection Operators and Least -- Squares -- Column Space -- Orthogonal Complement -- Projection -- Ordinary Least Squares Solution Vector -- Idempotent Matrix — Projection Operator -- 3. Eigenvalue Structure and Singular Value Decomposition -- 3.1 Eigenvalue Structure for Square Matrices -- Eigenvalues and Eigenvectors -- Characteristic Polynomial -- Characteristic Roots -- Latent Roots -- Eigen-values -- Eigenvalues and Eignevectors for Real Symmetric Matrices and Some Properties -- Spectral Decomposition -- Matrix Approximation -- Eigenvalues for Nonnegative Definite Matrices -- 3.2 Singular Value Decomposition -- Left and Right Singular Vectors -- Complete Singular Value Decomposition -- Generalized Singular Value Decomposition -- Relationship to Spectral Decomposition and Eigenvalues -- Data Appendix For Volume II -- Data Set V1 -- Data Set V2 -- Data Set V3 -- Data Set V4 -- Data Set V5 -- Data Set V6 -- Data Set V7 -- Data Set V8 -- Data Set V9 -- Data Set V10 -- Data Set Vll -- Data Set V12 -- Data Set V13 -- Data Set V14 -- Data Set V15 -- Data Set V16 -- Data Set V17 -- Data Set V18 -- Data Set V19 -- Data Set V20 -- Data Set V21 -- Data Set V22 -- Table V1 -- Table V2 -- Table V3 -- Table V4 -- Table V5 -- Table V6 -- Table V7 -- Table V8 -- Table V9 -- Table V10 -- Table V11 -- Table V12 -- Table V13 -- Table V14 -- Table V15 -- Table V16 -- Table V17 -- Table V18 -- Table V19 -- Table V20 -- Table V21 -- Table V22 -- Author Index. |
| Record Nr. | UNINA-9910480479303321 |
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Jobson J.D
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| New York, NY : , : Springer New York : , : Imprint : Springer, , 1992 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied Multivariate Data Analysis [[electronic resource] ] : Volume II: Categorical and Multivariate Methods / / by J.D. Jobson
| Applied Multivariate Data Analysis [[electronic resource] ] : Volume II: Categorical and Multivariate Methods / / by J.D. Jobson |
| Autore | Jobson J.D |
| Edizione | [1st ed. 1992.] |
| Pubbl/distr/stampa | New York, NY : , : Springer New York : , : Imprint : Springer, , 1992 |
| Descrizione fisica | 1 online resource (XXIX, 732 p.) |
| Disciplina | 519 |
| Collana | Springer Texts in Statistics |
| Soggetto topico |
Applied mathematics
Engineering mathematics Statistics Medicine Applications of Mathematics Statistics for Business, Management, Economics, Finance, Insurance Statistics for Life Sciences, Medicine, Health Sciences Medicine/Public Health, general |
| ISBN | 1-4612-0921-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 6 Contingency Tables -- 6.1 Multivariate Data Analysis Data Matrices and Measurement Scales -- 6.2 Two-Dimensional Contingency Tables -- 6.3 Multidimensional Contingency Tables -- 6.4 The Weighted Least Squares Approach -- Cited Literature and References -- Exercises for Chapter 6 -- Questions for Chapter 6 -- 7 Multivariate Distributions Inference Regression and Canonical Correlation -- 7.1 Multivariate Random Variables and Samples -- 7.2 The Multivariate Normal Distribution -- 7.3 Testing for Normality Outliers and Robust Estimation -- 7.4 Inference for the Multivariate Normal -- 7.5 Multivariate Regression and Canonical Correlation -- Cited Literature and References -- Exercises for Chapter 7 -- Questions for Chapter 7 -- 8 Manova Discriminant Analysis and Qualitative Response Models -- 8.1 Multivariate Analysis of Variance -- 8.2 Discriminant Analysis -- 8.3 Qualitative Response Regression Models and Logistic Regression -- 9 Principal Components Factors and Correspondence Analysis -- 9.1 Principal Components -- 9.2 The Exploratory Factor Analysis Model -- 9.3 Singular Value Decomposition and Matrix Approximation -- 9.4 Correspondence Analysis -- Cited Literature and References -- Exercises for Chapter 9 -- Questions for Chapter 9 -- 10 Cluster Analysis and Multidimensional Scaling -- 10.1 Proximity Matrices Derived from Data Matrices -- 10.2 Cluster Analysis -- 10.3 Multidimensional Scaling -- Cited Literature and References -- Exercises for Chapter 10 -- Questions for Chapter 10 -- 1. Matrix Algebra -- 1.1 Matrices -- Matrix -- Transpose of a Matrix -- Row Vector and Column Vector -- Square Matrix -- Symmetric Matrix -- Diagonal Elements -- Trace of a Matrix -- Null or Zero Matrix -- Identity Matrix -- Diagonal Matrix -- Submatrix -- 1.2 Matrix Operations -- Equality of Matrices -- Addition of Matrices -- Additive Inverse -- Scalar Multiplication of a Matrix -- Product of Two Matrices -- Multiplicative Inverse -- Idempotent Matrix -- Kronecker Product -- 1.3 Determinants and Rank -- Determinant -- Nonsingular -- Relation Between Inverse -- and Determinant -- Rank of a Matrix -- 1.4 Quadratic Forms and Positive Definite Matrices -- Quadratic Form -- Congruent Matrix -- Positive Definite -- Positive Semidefinite -- Negative Definite -- Non-negative Definite -- 1.5 Partitioned Matrices -- Product of Partitioned Matrices -- Inverse of a Parti-tioned Matrix -- Determinant of a Partitioned Matrix -- 1.6 Expectations of Random Matrices -- 1.7 Derivatives of Matrix Expressions -- 2. Linear Algebra -- 2.1 Geometric Representation for Vectors -- n Dimensional Space -- Directed Line Segment -- Coordinates -- Addition of Vectors -- Scalar Multiplication -- Length of a Vector -- Angle Between Vectors -- Orthogonal Vectors -- Projection -- 2.2 Linear Dependence And Linear Transformations -- Linearly Dependent Vectors -- Linearly Independent Vectors -- Basis for an n-Dimensional Space -- Generation of a Vector Space and Rank of a Matrix -- Linear Transformation -- Orthogonal Transformation -- Rotation -- Orthogonal Matri -- 2.3 Systems of Equations -- Solution Vector for a System of Equations -- Homoge-neous Equations — Trivial and Nontrivial Solutions -- 2.4 Column Spaces -- Projection Operators and Least -- Squares -- Column Space -- Orthogonal Complement -- Projection -- Ordinary Least Squares Solution Vector -- Idempotent Matrix — Projection Operator -- 3. Eigenvalue Structure and Singular Value Decomposition -- 3.1 Eigenvalue Structure for Square Matrices -- Eigenvalues and Eigenvectors -- Characteristic Polynomial -- Characteristic Roots -- Latent Roots -- Eigen-values -- Eigenvalues and Eignevectors for Real Symmetric Matrices and Some Properties -- Spectral Decomposition -- Matrix Approximation -- Eigenvalues for Nonnegative Definite Matrices -- 3.2 Singular Value Decomposition -- Left and Right Singular Vectors -- Complete Singular Value Decomposition -- Generalized Singular Value Decomposition -- Relationship to Spectral Decomposition and Eigenvalues -- Data Appendix For Volume II -- Data Set V1 -- Data Set V2 -- Data Set V3 -- Data Set V4 -- Data Set V5 -- Data Set V6 -- Data Set V7 -- Data Set V8 -- Data Set V9 -- Data Set V10 -- Data Set Vll -- Data Set V12 -- Data Set V13 -- Data Set V14 -- Data Set V15 -- Data Set V16 -- Data Set V17 -- Data Set V18 -- Data Set V19 -- Data Set V20 -- Data Set V21 -- Data Set V22 -- Table V1 -- Table V2 -- Table V3 -- Table V4 -- Table V5 -- Table V6 -- Table V7 -- Table V8 -- Table V9 -- Table V10 -- Table V11 -- Table V12 -- Table V13 -- Table V14 -- Table V15 -- Table V16 -- Table V17 -- Table V18 -- Table V19 -- Table V20 -- Table V21 -- Table V22 -- Author Index. |
| Record Nr. | UNINA-9910789344203321 |
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Jobson J.D
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| New York, NY : , : Springer New York : , : Imprint : Springer, , 1992 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Applied multivariate statistics with R / / by Daniel Zelterman
| Applied multivariate statistics with R / / by Daniel Zelterman |
| Autore | Zelterman Daniel |
| Edizione | [1st ed. 2015.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 |
| Descrizione fisica | 1 online resource (401 p.) |
| Disciplina | 519.535 |
| Collana | Statistics for Biology and Health |
| Soggetto topico |
Statistics
Biometry Epidemiology Bioinformatics Systems biology R (Computer program language) Statistics for Life Sciences, Medicine, Health Sciences Biostatistics Systems Biology |
| ISBN | 3-319-14093-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Introduction -- Elements of R -- Graphical Displays -- Basic Linear Algebra -- The Univariate Normal Distribution -- Bivariate Normal Distribution -- Multivariate Normal Distribution -- Factor Methods -- Multivariate Linear Regression -- Discrimination and Classification -- Clustering -- Time Series Models -- Other Useful Methods -- References -- Appendix -- Selected Solutions -- Index. |
| Record Nr. | UNINA-9910299761503321 |
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Zelterman Daniel
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| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Soggetto topico
-
Statistics for Life Sciences, Medicine, Health Sciences
(165)
- Statistics (125)
- Biostatistics (43)
- Statistics (40)
- Biometry (31)