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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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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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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

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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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by Peter McCullagh
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2022
シリーズ名: Springer Series in Statistics ;
オンライン: https://doi.org/10.1007/978-3-031-14275-8
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1. Rat Surgery
2. Chain Saws
3. Fruit Flies
4. Growth Curves
5. Louse Evolution
6. Time Series I
7. Time Series II
8. Out of Africa
9. Environmental Projects
10. Fulmar Fitness
11. Basic Concepts
12. Principles
13. Initial Values
14. Probability Distributions
15. Gaussian Distributions
16. Space-Time Processes
17. Likelihood
18. Residual Likelihood
19. Response Transformation
20. Presentations and Reports
21. Q & A
1. Rat Surgery
2. Chain Saws
3. Fruit Flies
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by Thomas Haslwanter
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2022
シリーズ名: Statistics and Computing ;
オンライン: https://doi.org/10.1007/978-3-030-97371-1
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I Python and Statistics
1 Introduction
2 Python
3 Data Input
4 Data Display
II Distributions and Hypothesis Tests
5 Basic Statistical Concepts
6 Distributions of One Variable
7 Hypothesis Tests
8 Tests of Means of Numerical Data
9 Tests on Categorical Data
10 Analysis of Survival Times
III Statistical Modelling
11 Finding Patterns in Signals
12 Linear Regression Models
13 Generalized Linear Models
14 Bayesian Statistics
Appendices
A Useful Programming Tools
B Solutions
C Equations for Confidence Intervals
D Web Ressources
Glossary
Bibliography
Index
I Python and Statistics
1 Introduction
2 Python
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電子ブック

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edited by Regina Bispo, Lígia Henriques-Rodrigues, Russell Alpizar-Jara, Miguel de Carvalho
出版情報: Cham : Springer International Publishing : Imprint: Springer, 2022
シリーズ名: Springer Proceedings in Mathematics & Statistics ; 398
オンライン: https://doi.org/10.1007/978-3-031-12766-3
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N. Sepúlveda, How to Increase the Visibility of Statisticians in the Modern World of Dataism?
M. Souto de Miranda, M. C. Miranda, M. I. Gomes, A Robust Hurdle Poisson Model in the Estimation of the Extremal Index
F. Caeiro, Maria Ivette Gomes, Computational Study of the Adaptive Estimation of the Extreme Value Index with Probability Weighted Moments
M. I. Gomes, F. Caeiro, L. Henriques-Rodrigues , Estimation of the Weibull Tail Coefficient through the Power Mean-of-Order p
S. Dias, M. da Graça Temido, On the Maximum of a Bivariate Max-INAR(1) process
M. Cardoso, A. Martins, The Performance of a Combined Distance Between Time Series
E. Gonçalves, D. Sousa, Zero-distorted Generalized Geometric Distribution with Application to Time Series of Counts
A. Borges, M. R. Ramos, Clara Cordeiro, Uncovering Abnormal Water Consumption Patterns for Sustainability’s Sake: A Statistical Approach
P. Fernando Cabral dos Anjos Junior, P. Milheiro-Oliveira, Modeling and Forecasting Wind Energy Production by Stochastic Differential Equations
A. Monteiro, M. Lucília Carvalho, I. Figueiredo, P. Simões, I. Natário, Intensity-Dependent Point Processes
P. Simões, M. Lucília Carvalho, I. Figueiredo, A. Monteiro, I. Natário, Geostatistical Sampling Designs Under Preferential Sampling for Black Scabbardfish
C. Goldstein, R. Bispo, Miguel Espinosa, Modeling Residential Adoption of Solar Photovoltaic Systems
D. Pereira, A. Afonso, Comparison of Semiparametric Approaches to Two-way ANOVA in the Presence of Heteroscedastity
P. Infante, A. Afonso, G. Jacinto, L. Rego, P. Nogueira, M. Silva, V. Nogueira, J. Saias, P. Quaresma, D. Santos, P. Góis, P. Rebelo Manuel, Some Determinants for Road Accidents Severity in the District of Setúbal
J. Malato, L. Graça, N. Sepulveda, Impact of Misclassification and Imperfect Serological Tests in Association Analyses of ME/CFS Applied to COVID-19 data
A. Fonseca, C. Cordeiro, N. Sepulveda, Identification of Immune Responses Predictive of Clinical Protection Against Malaria
V. Velasco-Pardo, M. Papathomas, A. Lynch, Statistical Challenges in Mutational Signature Analyses of Cancer Sequencing Data
A. Lynch, M. Smith, M. Eldridge, S. Tavaré, PCR Duplicate Proportion Estimation and Consequences for DNA Copy Number Calculations
R. São João, A. Cardoso, T. Dias Domingues, M. Fradinho, V. Silva, A. Feliciano, A Retrospective Study on Obstructive Sleep Apnea
R. Sousa, I. Pereira, M. E. Silva, Censored Multivariate Linear Regression Model
A. Carvalho, D. Vaz, T. Silva, C. Casaca, A Methodology to Reveal Terrain Effects from Wind Farm SCADA Data Using a Wind Signature Sousa Concept
M. C. Miranda, Robust FGLS estimator for Panel Data
I. Sousa-Ferreira, C. Rocha, A. M. Abreu, The Extended Chen–Poisson Marginal Rate Model for Recurrent Gap Time Data
E. Bernieri, Miguel de Carvalho, On Classical Measurement Error Within a Bayesian Nonparametric Framework
N. Sepúlveda, How to Increase the Visibility of Statisticians in the Modern World of Dataism?
M. Souto de Miranda, M. C. Miranda, M. I. Gomes, A Robust Hurdle Poisson Model in the Estimation of the Extremal Index
F. Caeiro, Maria Ivette Gomes, Computational Study of the Adaptive Estimation of the Extreme Value Index with Probability Weighted Moments
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電子ブック

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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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by Reza Che Daniels
出版情報: Singapore : Springer Nature Singapore : Imprint: Springer, 2022
オンライン: https://doi.org/10.1007/978-981-19-3639-5
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Introduction
A Framework for Investigating Micro Data Quality, with Application to South African Labour Market Household Surveys
Questionnaire Design and Response Propensities for Labour Income Micro Data
Univariate Multiple Imputation for Coarse Employee Income Data
Conclusion: How Data Quality Affects our Understanding of the Earnings Distribution
Introduction
A Framework for Investigating Micro Data Quality, with Application to South African Labour Market Household Surveys
Questionnaire Design and Response Propensities for Labour Income Micro Data
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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