Conference Papers
63rd ISI WSC
703 results
IPS 080: New Advances in Time Series Analysis
-
Adaptive Bayesian Changepoint Analysis & Local Outlier Scoring reference link
Documents: abstract
-
Choosing between persistent and stationary volatility reference link
Documents: abstract
-
Community Network Auto-Regression for High-Dimensional Time Series reference link
Documents: abstract
IPS 084: Advancements in Capture-Recapture Methods with Application in Social sciences and Humanitarian Crisis
-
Advancements in Capture-Recapture Methods with Application in Social sciences and Humanitarian Crisis: Multiple systems estimation in the presence of censored cells reference link
Documents: abstract
-
Bayesian multiple-recapture estimation with missing stratification labels and incomplete auxiliary data: estimating the number of fatal victims of the Peruvian internal armed conflict 1980-2000 reference link
Documents: abstract
-
Catchability and Behavioural Dependence: Applications to Air and Water Borne Disease Surveillance reference link
Documents: abstract
IPS 085: Recent Advancements in Causal Analysis with Application in Policy Decisions
-
Algorithmic Fairness as a Missing Data Problem: A Causal Perspective reference link
Documents: abstract
-
Challenges and opportunities of competing risks for causal inference reference link
Documents: abstract
-
Replication and Evidence Factors in Observational Studies: Multiple possible Instruments Plus Control Groups as Evidence Factors in a Study of the Effectiveness of Catholic Schools reference link
Documents: abstract
IPS 086: The statistics of extremes
-
About the inner structure of max-stable processes reference link
Documents: abstract
-
Coupling clustering algorithms and extreme value to theory to define spatial homogenous hydrological regions reference link
Documents: paper
-
Weak Signals: Machine Learning Meets Extreme Value Theory reference link
Documents: abstract
IPS 087: Statistical and Data Literacy in Policy-Making
-
Literacy in Statistics for the Public Discourse reference link
Documents: abstract
-
Statistical Literacy for Policy Makers reference link
Documents: paper
-
Towards a Framework for Data and AI Literacy reference link
Documents: paper
IPS 088: The Mirror has Two Faces: An Analysis of Asymmetries in Official International Merchandise Trade Statistics
-
Analysis of Asymmetries in Official International Merchandise Trade Statistics: A Case Study of Malaysia reference link
Documents: paper
-
Bilateral Trade Asymmetries in Asia Pacific reference link
Documents: paper
-
Outlook on the future work to address bilateral asymmetries in the context of microdata exchange of merchandise trade statistics data reference link
Documents: abstract
-
Reflecting Methodological Causes of Bilateral Asymmetry for the Forthcoming Revision of IMTS Concepts and Definition reference link
Documents: abstract
-
Utilizing Microsoft Power BI to Identify Asymmetries in Intra-ASEAN International Merchandise Trade Statistics (IMTS): the Size and Potential Sources reference link
Documents: abstract
IPS 090: A new survey model to bridge the agricultural data gap
-
A New Survey Model to Bridge the Agricultural Data Gap: A Case of Uganda’s National Panel and Annual Agricultural Surveys reference link
Documents: abstract
-
Integrated sampling design for agricultural and socio-economic households surveys: a cost effective approach for agricultural and rural statistics reference link
IPS 091: Interplay of geometry and statistics
-
Regression Models for Distributional Data and Time Series reference link
Documents: abstract
-
Submanifold learning with Riemannian variational autoencoders reference link
Documents: abstract
-
Testing for Uniqueness of Estimators reference link
Documents: abstract
IPS 092: Recent Advances in Event History Analysis
-
Functional Additive Hazards Model with Application to COVID-19 Data reference link
Documents: abstract
-
Valid sequential inference on probability forecast performance reference link
Documents: abstract
IPS 093: Nonparametric Statistical Learning of Complex Data
-
Multivariate partial linear varying coefficients model for gene-environment interactions with multiple longitudinal traits reference link
Documents: abstract
-
Quantile regression using shape-constrained density estimation reference link
Documents: abstract
-
Spatial autoregressive partially linear varying coefficient models reference link
Documents: abstract
-
Spline smoothing of 3D geometric data reference link
Documents: abstract
IPS 097: Applications of Emerging Statistical Approaches to Medical Imaging Data
-
A low rank, orthogonal tensor regression model with application to fMRI data analysis reference link
Documents: abstract
-
Uncertainty and interpretability in convolutional neural networks for semantic segmentation of colorectal polyps reference link
Documents: abstract
IPS 098: Statistics education and practice in developing countries: experiences, challenges, and opportunities
-
Documents: abstract
-
Experiences, Challenges, and Opportunities in Building Capacity in Statistics Education and Practice: The Story of LISA 2020 reference link
Documents: abstract
IPS 099: Bayesian Computation with Different Applications
-
Bayesian Nonparametric Adjustment of Confounding reference link
Documents: abstract
-
Bayesian Variable Selection of Global Vector Autoregressive Models in Financial time series reference link
Documents: abstract
-
Use of model reparametrization to improve variational Bayes reference link
Documents: abstract
IPS 100: On the visualisation of digital socio-economic data
-
The Cressie-Read Divergence Statistic and Digital Data Visualisation reference link
Documents: paper
-
Visualizing characteristics of aggregated symbolic data reference link
Documents: abstract
IPS 101: Statistical modeling for stochastic ordinary and partial differential equations
-
Estimation of a discretely observed parabolic SPDE with small noise reference link
Documents: abstract
-
Gaussian quasi-information criterion for ergodic Lévy driven model reference link
Documents: abstract
IPS 103: Theoretical developments in recent computational methodologies for Bayesian inference
-
A variational approach to nonlinear and interacting diffusions reference link
Documents: abstract
-
High-dimensional scaling limit of some piecewise deterministic Markov processes for Monte Carlo methods reference link
Documents: abstract
IPS 105: How to fund official statistics production to support statistical principles and ethics
-
Some issues of funding of official statistics reference link
-
The funding of official statistics and the consequences for statistical principles and ethics reference link
Documents: abstract
IPS 106: Exploring Statistics on Tourism, Migration, Population and Displacements by Using Mobile Positioning Data
-
Displacement and Disaster Indicators Derived from Mobile Positioning Data reference link
Documents: paper
-
Mobility data brings new insights to local cultural tourism management: Case of Setomaa in South Estonia reference link
Documents: paper
-
What are similarities and differences in deriving migration and tourism statistics from mobile positioning data? reference link
Documents: paper
IPS 107: Markov chains in data science: theory and applications
-
Dimension-free mixing for high-dimensional Bayesian variable selection reference link
Documents: abstract
-
Mixing and hitting times for general Markov processes reference link
Documents: abstract
-
Optimal scaling of random-walk metropolis algorithms on general target distributions reference link
Documents: abstract
-
Scaling particle MCMC methods with local proposals reference link
Documents: abstract
IPS 108: Approaches to handle various types of spatially dependent data
-
Approaches to handle various types of spatially dependent data reference link
Documents: abstract
-
Bayesian Spatially-dependent clustering model in regression coefficients for space-time data reference link
Documents: abstract
-
Cokriging vs. Kriging reference link
Documents: abstract
IPS 109: New Data Sources Meet Household Surveys: Scaling-up Innovation for Official Statistics
-
The use of Administrative Records amidst the Pandemic: Insights from Colombia reference link
Documents: abstract
IPS 110: Recent developments in stochastic calculus and theoretical statistics
-
Global jump filters and realized volatility reference link
Documents: abstract
-
Semiparametric estimation of McKean-Vlasov stochastic differential equations reference link
Documents: abstract
-
Statistical Inference for the Hermite OU-process reference link
Documents: abstract
IPS 112: Live Cumulative Meta-Analysis for a Better World
-
ALL-IN meta-analysis reference link
Documents: abstract
-
Sample size and number of trials considerations when conducting random-effects meta-analyses reference link
Documents: abstract
-
Statistical methods for reliably updating meta-analyses reference link
Documents: abstract
-
The New World Order and the Challenges of Official Statistics in Nigeria reference link
Documents: paper
IPS 113: Application driven statistics for stochastic processes with geometric features
-
Characteristic and Necessary Minutiae in Fingerprints reference link
Documents: abstract
-
Inference for partially observed Riemannian Ornstein-Uhlenbeck diffusions of covariance matrices reference link
Documents: abstract
-
Stochastic dynamical systems developed on Riemannian manifolds: application to non-convex optimization reference link
Documents: abstract
IPS 115: Quality Control in Industry and Public Health
-
Incomplete data in the COVID-19 pandemic reference link
Documents: abstract
-
Monitoring the Impact of COVID-19 Across the Healthcare Continuum Based on Medical Claims Data reference link
Documents: abstract
IPS 116: New Development in Functional Data Learning
-
Projection-based testing in longitudinal functional data reference link
Documents: abstract
IPS 117: Advances in extreme value statistics
-
Advances in extreme value statistics - Extreme Expectile Estimation for Heavy-Tailed Time Series reference link
Documents: abstract
-
Concentration of maxima and fundamental limits in high dimensional testing and inference reference link
Documents: abstract
-
Gradient boosting for extreme quantile regression reference link
Documents: abstract
-
Multivariate sparse clustering for extremes reference link
Documents: abstract
IPS 118: Soviet statistics as a historical artefact
-
Historical GDP Growth of Russia reference link
Documents: abstract
-
Historical Time Series for the Czech Republic starting in 1970 reference link
Documents: abstract
-
The Time Budget Of Soviet Citizens – A New Statistical Tool Of The “Developed Socialism” Period reference link
Documents: abstract
IPS 119: Digital Data: what innovations in quality management are needed to keep the momentum to 2030?
-
Building robust approaches to data quality – learning from international development projects in the Asia-Pacific region reference link
Documents: abstract
-
Error Analysis for Hybrid Estimates that use Big Data reference link
Documents: paper
-
Faster Algorithms for Markov Equivalence reference link
Documents: abstract
-
On data integrators for official statistics reference link
Documents: abstract
IPS 121: New statistical methods and theories for non-Euclidean and high-dimensional data analysis
-
Asymptotic Properties of High-Dimensional Random Forests reference link
Documents: abstract
-
Double data piling leads to perfect classification in high dimensions reference link
Documents: abstract
-
Universal rank inference via residual subsampling with application to large networks reference link
Documents: abstract
IPS 122: Joint models for complex data: an update on computational issues, solutions, and applications
-
Efficient algorithms and implementation of a joint model for longitudinal and survival data reference link
Documents: abstract
-
Joint Likelihood Inference for Semiparametric Nonlinear Mixed-Effects Models with Covariate Measurement Errors and Change Points, with Application to AIDS Studies reference link
Documents: abstract
-
Modeling viral rebound trajectories after analytical antiretroviral treatment interruption reference link
Documents: abstract
IPS 123: Statistical methods for assessing the effectiveness of e-learning during the COVID-19 era
-
A logit multilevel model for the analysis of exam success probability in the remote teaching era reference link
Documents: abstract
IPS 125: Modern Statistical Techniques for Reliability Analysis
-
Modeling Left Censored Data from a Dynamic Reliability System. reference link
Documents: abstract
-
Seasonal Warranty Prediction Based on Recurrent Event Data reference link
Documents: abstract
-
Simple and multiple step-stress models for Lehmann family of distributions reference link
Documents: abstract
IPS 126: Labeling Issues in Machine Learning Methodology
-
Adventures in Unlabeled IoT Signals Data with Insurance Risk Management Applications reference link
Documents: abstract
-
Impact of Mislabelling on Deep Learning Methods and Strategies for Improvement reference link
Documents: paper
-
Unweighted estimation based on optimal sample under measurement constraints reference link
Documents: abstract
IPS 128: Remote access facilities for NSI microdata: safety, operations and impact
-
128 Remote access facilities for NSI microdata: safety, operations and impact reference link
Documents: abstract
-
Remote access to confidential data for research : the French experience and the development of transnational access reference link
Documents: abstract
-
Remote access to register data: Introduction to the Statistics Netherlands Microdata Services reference link
Documents: abstract
IPS 130: Data integration techniques in household surveys
-
Adjusting for two fallible classifiers jointly observed in a nonprobability sample reference link
Documents: abstract
-
Data integration by combining big data and sample survey data for finite population inference reference link
Documents: abstract
-
Estimating a time series of temporary employment using a combination of survey and register data reference link
Documents: abstract