Proceedings of the 4th International Conference
on Statistics: Theory and Applications (ICSTA'22)
July 28 - 30, 2022 | Prague, Czech Republic
The following papers were presented at the 4th International Conference on Statistics: Theory and Applications (ICSTA'22)
Forward and Inverse Uncertainty Quantification in Cardiac Mechanics
Authors: Dirk Husmeier, David Dalton, Alan Lazarus and Hao Gao
Jackknife Empirical Likelihood Methods for Testing the Distributional Symmetry
Authors: Brian Pidgeon, Yichuan Zhao
Leveraged Study Design for Identifying Dominant Causes of Variation
Authors: Mahsa Panahi, Stefan H. Steiner, Jeroen de Mast
Clustering and Multidimensional Scaling for Individual Difference Extraction
Authors: Mika Sato-Ilic
On the Estimation of Empirical Copulas and Joint Densities
Authors: Yishan Zang
A New Multivariate Dispersion Control Chart
Authors: Su-Fen Yang, Yen-Ling Liu
An efficient Skip Lot Sampling Plan by Variables Based on Taguchi Capability Index
Sciences: An Open Problem
Authors: Nabil EL FARME
A Semiparametric Transition Model for Lifetime Drift of Discrete Electrical Parameters in Semiconductor Devices
Authors: Lukas Sommeregger, Horst Lewitschnig
Development of a Multi Pollutant Model to Assess Air Pollution Association with Human Health Effects
Authors: Shannon Jarvis, Wesley Burr
Precision Agriculture: Herbicide Reduction with AI Models
Authors: Renan Andrade, Thiago Ramires
A Structural Learning Method for Graphical Models
Authors: Benjamin Szili, Mu Niu, Tereza Neocleous
New Statistical Methods For Association Studies And Genomic Predictio
Authors: Charles-Elie Rabier, Céline Delmas
A Unified Framework for Principal Subspace Analysis from the Hamiltonian Viewpoint
Authors: Ke Yu
Understanding the Population Structure Correction Regression
Authors: The Tien Mai , Pierre Alquier
Relative Belief and Combining Evidence
Authors: Michael Evans
Mutual Information in the Analysis of Trust Gains from Subsets of Information
Authors: Ronit Bustin and Claudia V. Goldman
A Time Series Analysis Using Shannon Index of Annual Domestic Crop Production and Area Planted in Jamaica from 2007 to 2021
Authors: Videsh Jagroo, Annika Minott, Lisa James
Comparison Of Two Mean Vectors Under Differential Privacy For High-Dimensional Data
Authors: Caizhu Huang, Di Wang, Yan Hu, Nicola Sartori
Common Misconceptions and Misunderstandings in Magic Cut-Off for Significance: P-Value
Authors: Arzu Baygül Eden, Neslihan Gokmen Inan
On Consistent Hypothesis Testing In General Hilbert Spaces
Authors: Daniel Gaigall
Statistical Inference for Optimisation of Drug Delivery from Stents
Authors: L. Mihaela Paun, André Fensterseifer Schmidt, Sean McGinty, and Dirk Husmeier
Association of E-Cigarette Use during Pregnancy with Adverse Birth Outcomes: A Meta-Analysis
Authors: Zhilin Ren, Yi Yao, Jiyan Ma
Myocardial Perfusion Classification Using A Markov Random Field Constrained Gaussian Mixture Model
Authors: Yalei Yang, Hao Gao, Colin Berry, Aleksandra Radjenovic, Dirk Husmeier
Identifying Safety-Vaccine Association for COVID-19 Vaccines from VAERS
Authors: Jianping Sun
Temporal Extrapolation of Heart Wall Segmentation in Cardiac Magnetic Resonance Images via Pixel Tracking
Authors: Arash Rabbani, Hao Gao, Dirk Husmeier
Resolution Enhancement of Placenta Histological Images Using Deep Learning
Authors: Arash Rabbani, Masoud Babaei
Phase Distributions of Complex Multitaper Transfer Function Estimates
Authors: Skye Griffith, Glen Takahara, Wesley S. Burr
Multifractal Analysis of MODIS Terra Satellite Time Series of Italian Urban Forests
Authors: Luciano Telesca, Nicodemo Abate, Farid Faridani, Carmen Fattore, Michele Lovallo, Rosa Lasaponara
Unsupervised Classification of Categorical Time Series through Innovative Distances
Authors: Ángel López-Oriona, José A. Vilar, Pierpaolo D'Urso
Risk Measure Based on ARMA-TGARCH-GED-Copula Model
Authors: Kun Wang, Wanrong Li
Longitudinal Beta GEE Modelling for Analysing Global and Regional Prevalence of Anaemia in Women
Authors: Eliana Ibrahimi, Jona Shkurti, Aldiona Kërri, Thao Mai Phuong Tran
Effect of Monthly Mean Temperature on Accidental Mortality in the Elderly: A Time-Series Analysis in Tokyo, Kyoto, Sapporo, Japan
Authors: Masao Kanamori
Exploring the Factors Which Impact the Customers’ Online Purchase Intentions
Authors: Isidora Albijanić, Milica Milošević, Milica Maričić, Veljko Jeremić
Reinforcement Learning Based Optimal Adversarial Pathway Estimation Using Remotely Sensed Spectral-Terrain Data and Human Value Assessment
Authors: Josef Affourtit, and Nicholas Scott
A Theoretical Formulism for Evidential Reasoning and Logic Based Bias Reduction in Geo-Intelligence Processing
Authors: Nicholas V. Scott
Flexible Semiparametric Kernel Estimation with Bayesian Local Bandwidths and Diagnostics for Multivariate Count Data
Authors: Sobom M. SOME, Célestin C. KOKONENDJI
Approximate Bayesian Inference for Educational Attainment Models
Authors: Shuhrah ALghamdi, Nema Dean, Ludger Evers
Jackknife Estimator Consistency for Nonlinear Mixture
Authors: Rostyslav Maiboroda, Vitaliy MIroshnychenko
Combining Statistical and Rule-Based Expert Knowledge to Measure Employment Precarity
Authors: Penelope Stamou, Elena Stringli, Glykeria Stamatopoulou, Dimitrios Parsanoglou and Maria Symeonaki