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1. Analysis of Neural Data
by Robert E. Kass, Uri T. Eden, Emery N. Brown
出版情報: New York, NY : Springer New York : Imprint: Springer, 2014
シリーズ名: Springer Series in Statistics ;
オンライン: http://dx.doi.org/10.1007/978-1-4614-9602-1
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Introduction
Exploring Data
Probability and Random Variables
Random Vectors
Important Probability Distributions
Sequences of Random Variables
Estimation and Uncertainty
Estimation in Theory and Practice
Uncertainty and the Bootstrap
Statistical Significance
General Methods for Testing Hypotheses
Linear Regression
Analysis of Variance
Generalized Regression
Nonparametric Regression
Bayesian Methods
Multivariate Analysis
Time Series
Point Processes
Appendix: Mathematical Background
Example Index
Index
Bibliography
Introduction
Exploring Data
Probability and Random Variables
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2. The Contribution of Young Researchers to Bayesian Statistics : Proceedings of BAYSM2013
edited by Ettore Lanzarone, Francesca Ieva
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2014
シリーズ名: Springer Proceedings in Mathematics & Statistics ; 63
オンライン: http://dx.doi.org/10.1007/978-3-319-02084-6
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3. Generalized Hyperbolic Secant Distributions : With Applications to Finance
by Matthias J. Fischer
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014
シリーズ名: SpringerBriefs in Statistics ;
オンライン: http://dx.doi.org/10.1007/978-3-642-45138-6
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Preface
Hyperbolic Secant Distributions
The GSH Distribution Family and Skew Versions
The NEF-GHS or Meixner Distribution Family
The BHS Distribution Family
The SHS and SASHS Distribution Family
Application to Finance
R-Code: Fitting a BHS Distribution
Preface
Hyperbolic Secant Distributions
The GSH Distribution Family and Skew Versions
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4. Topics in Percolative and Disordered Systems
edited by Alejandro F. Ramírez, Gérard Ben Arous, Pablo A. Ferrari, Charles M. Newman, Vladas Sidoravicius, Maria Eulália Vares
出版情報: New York, NY : Springer New York : Imprint: Springer, 2014
シリーズ名: Springer Proceedings in Mathematics & Statistics ; 69
オンライン: http://dx.doi.org/10.1007/978-1-4939-0339-9
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Two ways to solve ASEP
Coarsening in 2d slabs
Selected topics in RWRE
The scaling limit for zero temperature planar Ising droplets: with and without magnetic fields
Airy processes and variational problems
Two ways to solve ASEP
Coarsening in 2d slabs
Selected topics in RWRE
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5. Statistical Analysis of Network Data with R
by Eric D. Kolaczyk, Gábor Csárdi
出版情報: New York, NY : Springer New York : Imprint: Springer, 2014
シリーズ名: Use R! ; 65
オンライン: http://dx.doi.org/10.1007/978-1-4939-0983-4
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6. Statistical Methods for Ranking Data
by Mayer Alvo, Philip L.H. Yu
出版情報: New York, NY : Springer New York : Imprint: Springer, 2014
シリーズ名: Frontiers in Probability and the Statistical Sciences ;
オンライン: http://dx.doi.org/10.1007/978-1-4939-1471-5
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Introduction
Exploratory Analysis of Ranking Data
Correlation Analysis of Paired Ranking Data
Testing for randomness, agreement and interaction
Block Designs
General Theory of Hypothesis Testing
Testing for Ordered Alternatives
Probability Models for Ranking Data
Probit Models for Ranking Data
Decision Tree Models for Ranking Data
Extension of Distance-Based Models for Ranking Data
Appendix A: Ranking Data Sets
Appendix B: Limit Theorems
Appendix C: Review on Decision Trees
Introduction
Exploratory Analysis of Ranking Data
Correlation Analysis of Paired Ranking Data
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7. Statistical Theory and Inference
by David J. Olive
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2014
オンライン: http://dx.doi.org/10.1007/978-3-319-04972-4
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Probability and Expectations
Multivariate Distributions
Exponential Families
Sufficient Statistics
Point Estimation I.-Point Estimation II
Testing Statistical Hypotheses
Large Sample Theory
Confidence Intervals
Some Useful Distributions
Bayesian Methods
Stuff for Students
Probability and Expectations
Multivariate Distributions
Exponential Families
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8. New Advances in Statistical Modeling and Applications
edited by António Pacheco, Rui Santos, Maria do Rosário Oliveira, Carlos Daniel Paulino
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2014
シリーズ名: Studies in Theoretical and Applied Statistics ;
オンライン: http://dx.doi.org/10.1007/978-3-319-05323-3
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Part I Statistical Science: The Non-Mathematical Side of Statistics (João A. Branco)
Outliers: The Strength of Minors (Fernando Rosado)
Resampling Methodologies in the Field of Statistics of Univariate Extremes (M. Ivette Gomes)
Robust Functional Principal Component Analysis (Juan Lucas Bali and Graciela Boente)
Testing the Maximum by the Mean in Quantitative Group (João Paulo Martins, Rui Santos and Ricardo Sousa)
Testing Serial Correlation Using the Gauss-Newton Regression (Efigénio Rebelo, Patrícia Oom do Valle and Rui Nunes)
Part II Probability and Stochastic Processes: Cantor Sets with Random Repair (M. Fátima Brilhante, Dinis Pestana and M. Luísa Rocha)
Nearest Neighbor Connectivity in Two-Dimensional Multihop MANETs (Gonçalo Jacinto, Nelson Antunes and António Pacheco)
Modeling Human Population Death Rates: A Bi-dimensional Stochastic Gompertz Model with Correlated Wiener Processes (Sandra Lagarto and Carlos A. Braumann)
Consequences of an Incorrect Model Specification on Population Growth (Clara Carlos and Carlos A. Braumann)
Individual Growth in a Random Environment: an Optimization Problem (Patrícia A. Filipe, Carlos A. Braumann, Clara Carlos and Carlos J. Roquete)
Valuation of Bond Options under the CIR Model: Some Computational Remarks (Manuela Larguinho, José Carlos Dias, and Carlos A. Braumann)
Part III Extremes: A Semi-Parametric Estimator of a Shape Second Order Parameter (Frederico Caeiro and M. Ivette Gomes)
Peaks over Random Threshold Asymptotically Best Linear Estimation of the Extreme Value Index (L. Henriques-Rodrigues and M. Ivette Gomes)
Extremal Quantiles, Value-at-Risk, quasi-PORT and DPOT (P. Araújo Santos and M.I. Fraga Alves)
The MOP EVI-Estimator Revisited (M. Fátima Brilhante, M. Ivette Gomes and Dinis Pestana)
Tail Dependence of a Pareto Process (Marta Ferreira)
Application of the Theory of Extremes to the Study of Precipitation in Madeira Island: Statistical Choice of Extreme Domains of Attraction (Délia Gouveia, Luiz Guerreiro Lopes and Sandra Mendonça)
The Traveling Salesman Problem and the Gnedenko Theorem (Tiago Salvador and Manuel Cabral Morais)
Part IV Statistical Applications: Brugada Syndrome Diagnosis – Three Approaches to Combining Diagnostic Markers (Carla Henriques, Ana Cristina Matos, and Luís Ferreira dos Santos)
Hierarchical Normal Mixture Model to Analyse HIV/AIDS LOS (Sara Simões Dias, Valeska Andreozzi and Maria Oliveira Martins)
Volatility and Returns of the Main Stock Indices (Thelma Sáfadi and Airlane P. Alencar)
Fires in Portugal (Isabel Natário, M. Manuela Oliveira and Susete Marques)
Forecast Intervals with Boot. EXPOS (Clara Cordeiro and M. Manuela Neves)
Table-graph: a New Approach to Visualize Multivariate Data. Analysis of Chronic Diseases in Portugal (Alexandra Pinto)
Application of Item Response Theory to Mathematics High School Exams in Portugal (Gonçalo Jacinto, Paulo Infante and Claudia Pereira)
Evora Residents and Sports Activity (Luísa Carvalho, Paulo Infante and Anabela Afonso)
Part I Statistical Science: The Non-Mathematical Side of Statistics (João A. Branco)
Outliers: The Strength of Minors (Fernando Rosado)
Resampling Methodologies in the Field of Statistics of Univariate Extremes (M. Ivette Gomes)
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9. Applied Statistical Methods in Agriculture, Health and Life Sciences
by Bayo Lawal
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2014
オンライン: http://dx.doi.org/10.1007/978-3-319-05555-8
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Table of Contents attached as well. Introduction
Frequency Distributions
Numerical Description of Data
Probability and Probability Distributions
Estimation and Hypothesis Testing
Regression Analysis
Categorical Data Analysis
Experimental Design
The Completely Randomized Design
The Randomized Complete Block Design
Multiple Blocking Designs
Analysis of Covariance
Factorial Treatments Designs
The Split-Plot Design
Incomplete Block Design
Quantal-Bioassay
Repeated Measures Design
Survival Analysis
Table of Contents attached as well. Introduction
Frequency Distributions
Numerical Description of Data
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10. Renewal Processes
by Kosto V. Mitov, Edward Omey
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2014
シリーズ名: SpringerBriefs in Statistics ;
オンライン: http://dx.doi.org/10.1007/978-3-319-05855-9
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Preface
Renewal Processes
Discrete Time Renewal Processes
Extensions and Applications
Appendix: Convolutions and Laplace Transforms
Preface
Renewal Processes
Discrete Time Renewal Processes