Statistical Science: From Theory to Applied Research I

Data Science for a Better World: Building a Safer Digital Environment.- Emerging Challenges at the Tripartite Interface of Computation, Economics, and Inference.- Valid inference from new data sources: what can we learn from the experience of handling complex sampling designs?.- Uncertainty and Fertility.- Causal Machine Learning for Medical Texts under Nonlinear Confounding.- Enriching Egocentric Co-authorship Networks with Survey Data: A Weighted Network Analysis of Academic Collaboration.- Unsupervised detection of undeclared work: a two-stage framework integrating Isolation Forests and Benford Law.- Roles of Digital Trace Data in Survey Research.- Towards Trustworthy AI in Official Statistics: Methodological Challenges and Research Perspectives from Istat.- A Bayesian Semi-Supervised IRT Approach for Extracting Latent Traits from Semantic Network.- Inference with Aggregated Mobile Network Operator Data via Quasi-Randomization Approach: some results.- Tracking Urbanisation Gradient of NEET: Trends and Changing Rural-Urban Gaps.- Two Topics in Statistical Matching.- Notched Violin Plots for Circular Data.- A distributional-dissimilarity framework for iterative outlier identification and characterization in Linear Cluster-Weighted Models.- Reflections on (Auto-)E&I in Official Statistics.- Recent developments in Ecological Inference in studies of voting behaviour- Understanding correlation in dependent nonparametric models.- Skill Intensity and Regional Skill Change: Evidence from Online Job Advertisements for ICT Occupations.- The network cluster-weighted model for attributed social networks.- Modelling Task Scheduling Behaviours using Latent Markov Models for Ranking Data.- Enhancing optimal symmetry tests on the torus: Additional simulation studies.- Generalising the Cressie-Read family of divergence statistics: Weighted three-way log-ratio analysis with an application to medical data.- Physics-informed separable smoothing with time-parametrized operators.- Quantile-based joint modeling of longitudinal and survival data via a mixture of AR(1) latent processes.- Random Forests for Time Series.- Common subspaces in compositional data with structural zeros.- A Multi-level Clustering method for complex data.- Mixtures of stochastic frontiers with random covariates.- Demographic and Social Patterns of Online Dating in Italy.- Mixed Membership Models for Multilevel Functional Data.- Intrinsic CoDa regression: Simulation and comparison to other approaches.- Silver Tech, Slow Uptake:.- Digital Innovation and the Care Gap in Ageing Italy.- A network-based analysis of gender inequality in academic career persistence.- The Shifting Nature of Statistics in the Age of Algorithms.- Trend Analysis for the Asymmetry of Bilateral Shapes.- A Functional Regression Approach for Assessing the Impact of Temperature Profiles on Crop Yield.- Joint Modeling of Recurrent Hospitalizations and Death in COPD Patients Using a Poisson-Renewal Framework.- "Official Statistics, AI, and Computational.- Thinking in Statistical Education".- A Constrained Mechanism for Adjusting Misclassified Proxy Variables.- Dynamic Data-Driven Regularization and Bias Adjustment of Realized Global Minimum Variance Portfolio Weights.- Artificial Intelligence and Inequalities: Risks and Opportunities for Social Statistics.- Statistical Literacy for Non-Statisticians: Teaching Experience from an Economics Faculty.- Representation learning in genomics and medical statistics.- Analysis of Information Composition under the Normality Assumption.- Failure Prediction Models in Steel Production: A Comparative Analysis.- Functional Clustering via Independent Components.- New tools for exploratory functional data analysis of neuroimaging data.- A brief overview of parametric approaches to antibody data analysis.- Statistical games: activities to promote statistical literacy in early childhood.- Bayesian ordinal probit inference with skew-symmetric EP and hyperparameter marginalization.- Bayesian Modeling of Complex Size-and-Shape Variation.- Beyond Static Multipliers: A SAM-to-CGE Framework to Capture Substitution Effects and Long-Run Dynamics in Italian Tourism.- Integrating External Information in Accounting-Based Early Warning Models.- Spatio-temporal intensity estimation for point processes on complicated domains.- Target Trial Emulation using Electronics Health Records: the experience of the Trieste Cardiovascular Observatory.- Semi-supervised Learning with Copulas.- Integrating Heterogeneous Biomarkers into Clinical Diagnosis: A Graph-Based Approach for Thyroid Lesions.- Satellite data for monitoring and official statistics.- A methodological frame for the re-use of MNO data in official statistics.- Dependence Modelling Approaches to Bitcoin Forecasting Using Social Media Data.- Hybrid spatial functional regression for seismic wave analysis.- Variable Importance and Model Explainability in Neural Networks: The Contribution of Generative Methods.- Bayesian Multivariate Fay-Herriot Model for Compositional Data.- Assessing the Impact of Having Children with Disability on Parents’ Health and Life Outcomes.- Small area estimation for social phenomena using multidimensional latent trait models.- The Effect of Secondary School Guidance on University Dropout: Evidence from the University of Padova.- Improving microdata quality: an application of machine learning techniques.- Productivity Gains in European Value Chains: Generation, Transmission and Distribution.- Kernels in Multi-Fidelity Gaussian Processes for Translational Modelling.- Hierarchical Gaussian Process Decomposition for Sparse Irregular Longitudinal Data.- Alternative approaches for addressing selection bias in non-probability samples.- Environmental Footprint of Household Consumption in Italy: A Supply-Use Table approach of assessment.- Higher Education, Higher Social and Emotional Skills? An Investigation of Tertiary Education Effect from Second Cycle PIAAC Data.- Target Trial Emulation: An Overview for Causal Inference from Observational Data.- Demystifying the balancing of quarterly accounts: insights from the recent Italian experiments.- Improving Inequality Estimation in Survey-to-Survey Imputation using GAMLSS.- Robust Estimation for Paired Count Data.- Multidimensional Inequality Indices: some Issues on Decomposition and Invariance.- Assessment of Water Quality Using Varying Coefficient Models on Fluvial Networks.- Uncovering longitudinal patients' profiles in clinical studies: a practical comparative analysis of statistical methods.- Modelling sparse and irregular longitudinal biomarker data with multi-output Gaussian processes.- Cell-type co-localization as a biomarker: a point-process framework for diagnostic imaging.- A Weighted Quantile Sum (WQS) approach for omics data.- Lives on the Margins: An Analysis of Asylum Mortality in Italy at the Turn of the 20th Century.- Refining Maritime Transport Statistics through AIS Data Analysis.- Global Discourses on Well-Being and Links to Environmental Dimensions: A Structural Topic Model of UN Member State Well-Being Documents.- “Does Age Favor Men or Women?” Life-course insights into gender gaps in well-being across OECD countries.- Spatial Modelling of Urban Air Pollutants using Copulas.- Online Approximate Bayesian Inference for Discrete-Time Markov Models.- Meta-analysis of observational studies: a new balancing procedure.

• Erscheinungsdatum: 09.10.2026
• Autor/Autorin: Francesca Martella
• Format: E-Book
• Dateiformat: PDF
• Kopierschutz: Wasserzeichen
• Dateigröße: 43.1 MB
• Verlag: SPRINGER
• Sprache: Englisch
• Umfang: 524 Seiten
• ISBN: 9783032308733
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