Shuangzhe Liu

University of Canberra — Australia

Mathematics · Physical Sciences

26h-index2.7kcitations244works1.02yr avg
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Research Topics

Advanced Statistical Methods and Models(56), Matrix Theory and Algorithms(39), Financial Risk and Volatility Modeling(38), Statistical Methods and Inference(31), Statistical Distribution Estimation and Applications(26)

Publications244 total

Shrinkage estimation in geographically weighted regression with applications to digital platform pricing
Spatial Statistics·2026
A shape-enhanced outlier-detection framework for regression tasks
Knowledge-Based Systems·2025
A saddle point-guided clustering algorithm for data with complex structure
Knowledge-Based Systems·2025
Bayesian Inference: Theory, Methods, and Computations
Technometrics·2025
Addressing the omitted variables problem in a three-equation linear system
Journal of Statistical Computation and Simulation·2025
Influence diagnostics for generalized CP tensor regression models
Journal of Statistical Computation and Simulation·2025Open Access
Handling unobserved confounding for continuous sequential data via extracting key sub-intervals
Information Sciences·2025
Statistical Outliers and Related Topics
Journal of Applied Statistics·2025Open Access
Skew-Normal Model Theories and Their Applications
Technometrics·2025· 1 citedOpen Access
Matrix Differentiation for DGGI, WDGGI and GDGI on Dual Real Matrix Ring
Bulletin of the Malaysian Mathematical Sciences Society·2025
Diagnostic analytics for the mixed Poisson INGARCH model with applications
Journal of Applied Statistics·2025Open Access
Enhanced Autoencoder Model for Robust Anomaly Detection in Financial Fraud with Imbalanced Data
Communications in computer and information science·2025
Regression Diagnostics
International Encyclopedia of Statistical Science·2025· 1 cited
Circular Data Diagnostics in Regression and Time Series Models
2025
The Modelling of Auto Insurance Claim-Frequency Counts by the Inverse Trinomial Distribution
Journal of risk and financial management·2024Open Access
Time-Weighted Nonnegative Adaptive Bridge Regression for Financial Index Tracking
Lobachevskii Journal of Mathematics·2024
Weak Dual Drazin Inverse and its Characterizations and Properties
arXiv (Cornell University)·2024· 1 citedOpen Access
Enhancing Portfolio Optimization: A Two-Stage Approach with Deep Learning and Portfolio Optimization
Mathematics·2024· 8 citedOpen Access
Research on Portfolio Investment in the Risky U.S. Stock Market Based on the Mean-Variance Model
Advances in Economics Management and Political Sciences·2024Open Access
Machine Learning Theory and Applications: Hands‐On Use Cases With Python on Classical and Quantum Machines, XavierVasques, John Wiley & Sons, 2024, xx + 487 pages, $89.95, hardcover ISBN: 978‐1‐394‐22061‐8
International Statistical Review·2024
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Frequent Co-authors

Víctor Leiva(12), Heinz Neudecker(7), Tiefeng Ma(7), Francisco José A. Cysneiros(3), Yonghui Liu(3), Лей Ши(3), Milind Sathye(3), Jorge Figueroa-Zúñiga(3), Carolina Marchant(2), Azizur Rahman(2), Ann Harding(2), Robert Tanton(2), C. C. Heyde(2), Fukang Zhu(2), Wolfgang Polasek(2), Goetz Trenkler(1), Gilberto A. Paula(1), Michelli Barros(1), Mauricio Huerta(1), Marcelo Rodríguez(1)