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EB
edited by Yogendra P. Chaubey, Salim Lahmiri, Fassil Nebebe, Arusharka Sen
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2021
シリーズ名: Springer Proceedings in Mathematics & Statistics ; 375
オンライン: https://doi.org/10.1007/978-3-030-86133-9
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1. Minimum Profile Hellinger Distance Estimation for Semiparametric Simple Linear Regression Model
2. A Spatiotemporal Investigation of the Cod Stock in the Northern Gulf of St-Lawrence
3. Modeling Obesity Rate with Spatial Auto-correlation: A Case Study
4. Bayesian Inference for Inverse Gaussian Data with Emphasis on the Coefficient of Variation
5. Estimation and Testing of a Common Coefficient of Variation from Inverse Gaussian Distributions
6. A Markov Model of Polygenic Inheritance
7. Bayes Linear Emulation of Simulated Crop Yield
1. Minimum Profile Hellinger Distance Estimation for Semiparametric Simple Linear Regression Model
2. A Spatiotemporal Investigation of the Cod Stock in the Northern Gulf of St-Lawrence
3. Modeling Obesity Rate with Spatial Auto-correlation: A Case Study
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電子ブック

EB
edited by Jin Cheng, Xu Dinghua, Osamu Saeki, Tomoyuki Shirai
出版情報: Singapore : Springer Nature Singapore : Imprint: Springer, 2021
シリーズ名: Mathematics for Industry ; 35
オンライン: https://doi.org/10.1007/978-981-16-5576-0
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A Brief Review of Some Swarming Models using Stochastic Differential Equations
Copula-based estimation of Value at Risk for the portfolio problem
An Overview of Exact Solution Methods for Guaranteed Minimum Death Benefit Options in Variable Annuities
Determinantal reinforcement learning with techniques to avoid poor local optima
Surface Denoising based on Normal Filtering in a Robust Statistics Framework
Mathematical Modeling and Inverse Problem Approaches for Functional
Clothing Design based on Thermal Mechanism
Unique continuation on a sphere for Helmholtz equation and its numerical treatments
Notes on Backward Stochastic Differential Equations for Computing XVA
A Brief Review of Some Swarming Models using Stochastic Differential Equations
Copula-based estimation of Value at Risk for the portfolio problem
An Overview of Exact Solution Methods for Guaranteed Minimum Death Benefit Options in Variable Annuities
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電子ブック

EB
by Ludwig Fahrmeir, Thomas Kneib, Stefan Lang, Brian D. Marx
出版情報: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2021
オンライン: https://doi.org/10.1007/978-3-662-63882-8
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Introduction
Regression Models
The Classical Linear Model
Extensions of the Classical Linear Model
Generalized Linear Models
Categorical Regression Models
Mixed Models
Nonparametric Regression
Structured Additive Regression
Distributional Regression Models
Introduction
Regression Models
The Classical Linear Model
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電子ブック

EB
edited by Albert N. Shiryaev, Konstantin E. Samouylov, Dmitry V. Kozyrev
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2021
シリーズ名: Springer Proceedings in Mathematics & Statistics ; 371
オンライン: https://doi.org/10.1007/978-3-030-83266-7
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PART I: Probability and Statistics, I. Rodionov, On threshold selection problem for extremal index estimation
D. F. Kuznetsov and M. D. Kuznetsov, Mean-Square Approximation of Iterated Stochastic Integrals from Strong Exponential Milstein and Wagner–Platen Methods for NonCommutative Semilinear SPDEs Based on Multiple Fourier–Legendre Series
M. Zhitlukhin, A sequential test for the drift of a Brownian motion with a possibility to change a decision
T. Belkina, Survival Probabilities in Compound Poisson Model with Negative Claims and Investments as Viscosity Solutions of Integro-Differential Equations
M. L. Esqu´ıvel, N. Machado, N. P. Krasii, P. P. Mota, On the Information Content of some Stochastic Algorithms
V. Khatskevich, On modification of the law of large numbers and linear regression of fuzzy random variables
B. Yana, Stochastic approach to the vanishing viscosity method
E. Burnaev, Generalization Bound for Imbalanced Classification
A. Lykov, V. Malyshev, M. Melikian, and A. Zamyatin, Resonance in Large Finite Particle Systems
A. I. Zhdanok, Cycles in Spaces of Finitely Additive Measures of General Markov Chains. E. Yarovaya, D. Balashova, I. KhristolyubovIV, Branching Walks with a Finite Set of Branching Sources and Pseudo-Sources
E. Pchelintsev, S. Pergamenshchikov, Efficient Improved Estimation Method for non-Gaussian Regression from Discrete Data
S. Bobkov, A. Naumov, V. Ulyanov, Two–sided bounds for PDF’s maximum of a sum of weighted chi-square variables
Y. A. Demidovich and D. A. Shabanov, On the chromatic number of a random 3-uniform hypergraph
V. Melas and D. Salnikov, On asymptotic power of the new test for equality of two distributions
G. Christoph and V. V. Ulyanov, Random Dimension Low Sample Size Asymptotics
P. Yaskov, Limit of the smallest eigenvalue of a sample covariance matrix for spherical and related distributions
A. Veretennikov, On positive recurrence of one-dimensional diffusions with independent switching In memory of Svetlana Anulova (19.10.1952 – 21.11.2020)
PART - II: Applications of Stochastic Methods, Y. Makarova, V. Kutsenko, E. Yarovaya, On Two-Type Branching Random Walks and Their Applications for Genetic Modelling
A. V. Kryanev, V. V. Ivanov, L. A. Sevastyanov, and D. K. Udumyan, Reconstruction of multivariable functions under uncertainty by means of the scheme of metric analysis
A. Nazarov, T. Phung-Duc, S. Paul, and O. Lizyura, Diffusion Approximation for Retrial Queue with Two-Way Communication and Renewal Input
V. A. Galkin and A. V. Makarenko, Application of deep learning methods for the identification of partially observable subgraphs under the conditions of a priori uncertainty and stochastic disturbances (using the example of the problem of recognizing constellations)
V. Rusev, A. Skorikov, Residual life time of the Gnedenko extreme - value distributions, asymptotic behavior and applications
E. Alymova, O. Kudryavtsev, The application of a neural network and elements of regression analysis in the development of a methodology for effective foreign exchange trading
E. Bashtova and E. Lenena, Statistical analysis of generalized Jackson network with unreliable servers via strong approximation
Korol E.A., Afanasyev G.A., Applications of vacation queues with close-down time to Maintenance of Residential Buildings
I. L. Lapatin and A. A. Nazarov, Output Process of Retrial Queue with Two-Way Communication under Low Rate of Retrials Limit Condition
K. Samouylov, V. Naumov, Stochastic lists of multiple resources
Author Index
PART I: Probability and Statistics, I. Rodionov, On threshold selection problem for extremal index estimation
D. F. Kuznetsov and M. D. Kuznetsov, Mean-Square Approximation of Iterated Stochastic Integrals from Strong Exponential Milstein and Wagner–Platen Methods for NonCommutative Semilinear SPDEs Based on Multiple Fourier–Legendre Series
M. Zhitlukhin, A sequential test for the drift of a Brownian motion with a possibility to change a decision
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電子ブック

EB
by Prakash Sah
出版情報: Singapore : Springer Nature Singapore : Imprint: Springer, 2022
シリーズ名: Management for Professionals ;
オンライン: https://doi.org/10.1007/978-981-19-5719-2
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電子ブック

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by Christian Heumann, Michael Schomaker, Shalabh
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2022
オンライン: https://doi.org/10.1007/978-3-031-11833-3
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Part I Descriptive Statistics: Introduction and Framework
Frequency Measures and Graphical Representation of Data
Measures of Central Tendency and Dispersion
Association of Two Variables
Part I Probability Calculus: Combinatorics
Elements of Probability Theory
Random Variables
Probability Distributions
Part III Inductive Statistics: Inference
Hypothesis Testing
Linear Regression
Logistic Regression
Part IV Additional Topics Simple Random Sampling and Bootstrapping
Causality
Part V Appendices: Introduction to R
Solutions to Exercises
Technical Appendix
Visual Summaries
Part I Descriptive Statistics: Introduction and Framework
Frequency Measures and Graphical Representation of Data
Measures of Central Tendency and Dispersion
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電子ブック

EB
edited by Nicola Salvati, Cira Perna, Stefano Marchetti, Raymond Chambers
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2022
シリーズ名: Springer Proceedings in Mathematics & Statistics ; 406
オンライン: https://doi.org/10.1007/978-3-031-16609-9
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A. Cutillo, M. Mazziotta, A. Pareto, A Composite Index of Economic Well-being for the European Union Countries
Fulvio De Santis and S. Gubbiotti, Fulvio De Santis and S. Gubbiotti, A dynamic power prior for Bayesian non-inferiority trials
Cinzia Di Nuzzo and S. Ingrassia, A graphical approach for the selection of the number of clusters in the spectral clustering algorithm
M. Cefis and M. Carpita, A Higher-Order PLS-SEM approach to evaluate football players’ performance
Simone Del Sarto and P. Coppola and M. Troìa, A latent Markov approach for clustering contracting authorities over time using public procurement red flags
I. Primerano, F. Santelli and C. Usala, A multiplex network approach for analyzing university students’ mobility flows
A. Briglia, M. Mucciardi and G. Pirrotta, A statistical model for predicting child language acquisition: unfolding qualitative grammatical development by using logistic regression model
Fulvio Di Stefano and M. Gasparini, Adaptive COVID-19 screening of a subpopulation
D. Barro, M. Corazza and M. Nardon, Alternative probability weighting functions in behavioral portfolio selection
C. Scricciolo, Bayesian Quantile Estimation in Deconvolution
M. Templ, Can the Compositional Nature of Compositional Data be Ignored by using Deep Learning Approaches?
M. Pratesi, Citizen Data and Citizen Science: a challenge for Official Statistics
M. Flora and R. Renò, Detecting states of distress in financial markets: the case of the Italian sovereign debt
Forecasting combination of hierarchical time series: a novel method with an application to CoVid-19
Raffaele Mattera and Germana Scepi, Frequency domain clustering: an application to time series with time-varying parameters
Raffaele Grotti, Heterogeneous Income Dynamics
Carlo Cavicchia, Pasquale Sarnacchiaro and Paolo Montuori, How much do Knowledge about and Attitude toward mobile phone use affect Behavior while driving? An empirical study using a Structural Equation Model
Isabella Morlini, Impact of emergency online classes on students’ motivation and engagement in University during the Covid-19 pandemic: A study case
Federico Benassi, Annalisa Busetta*, Gerardo Gallo, Manuela Stranges, Local heterogeneities in population growth and decline. A spatial analysis of Italian municipalities
Elias Fekhari, Bertrand Iooss, Joseph Muré, Luc Pronzato, and Maria-João Rendas, Model predictivity assessment: incremental test-set selection and accuracy evaluation
Antonio Naimoli, Giuseppe Storti, Multiple measures Realized GARCH models
Venera Tomaselli, Giulio Giacomo Cantone, and Vincenzo Miracula, Multiversal Methods in Observational Studies: The Case of COVID-19
Fiorenzo Ambrosino, Giuseppe Giannini, Antonio Lepore, Biagio Palumbo, Gianluca Sposito
Neural network for the statistical process control of HVAC systems in passenger rail vehicles
Salvatore D. Tomarchio, Antonio Punzo and Luca Bagnato, On the use of the matrix-variate tail-inflated normal distribution for parsimonious mixture modeling
Tiziana Tuoto, Davide Di Cecco and Andrea Tancredi, Population size estimation by repeated identifications of units. A Bayesian semi-parametric mixture model approach
Ivan Sciascia, Andrea Crosino, Gennaro Carotenuto, Andrea Genre, Spatial interdependence of mycorrhizal nuclear size in confocal microscopy
Federica Piersimoni and Francesco Pantalone and Roberto Benedetti, Spatially balanced indirect sampling to estimate the coverage of the agricultural census
Michele Costa, The assessment of environmental and income inequalities
Righi A., Catanese E., Valentino L., Zardetto D., The Italian Social Mood on Economy Index during the Covid-19 Crisis
Maria Maddalena Barbieri, Francesca Bassi, Antonio Irpino, Rosanna Verde, The rating of journals and the research outcomes in Statistical Sciences in Italian Universities
Mauro Bruno, Francesca Inglese, Giuseppina Ruocco, Trusted Smart Surveys: architectural and methodological challenges related to new data sources
Elena Grimaccia, Alessia Naccarato, Gerardo Gallo, Web surveys: profiles of respondents to the Italian Population Census
A. Cutillo, M. Mazziotta, A. Pareto, A Composite Index of Economic Well-being for the European Union Countries
Fulvio De Santis and S. Gubbiotti, Fulvio De Santis and S. Gubbiotti, A dynamic power prior for Bayesian non-inferiority trials
Cinzia Di Nuzzo and S. Ingrassia, A graphical approach for the selection of the number of clusters in the spectral clustering algorithm
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電子ブック

EB
by Shizuhiko Nishisato
出版情報: Singapore : Springer Nature Singapore : Imprint: Springer, 2022
シリーズ名: Behaviormetrics: Quantitative Approaches to Human Behavior ; 12
オンライン: https://doi.org/10.1007/978-981-16-9170-6
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Optimality and Symmetry
Examples of Quantification
Constraints on Quantification
Quantification Procedures
Mathematical Symmetry
Data Format and Information
Space Theory and Symmetry
Optimality and Symmetry
Examples of Quantification
Constraints on Quantification