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Articles by Libin Jin
Aberrantly expressed long noncoding RNAs in adipose-derived mesenchymal stem cells differentiation to nucleus pulposus-like cells - Scientific Reports
Abstract Stem cell-based therapy holds promise for intervertebral disc degeneration (IDD) regeneration, but the underlying mechanisms require further elucidation. Long noncoding RNAs (lncRNAs) have been implicated in physiological processes such as apoptosis and differentiation.
High-Dimensional U-Statistics Type Hypothesis Testing via Jackknife Pseudo-Values with Multiplier Bootstrap
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Robust and efficient network reconstruction in complex system via adaptive signal lasso
Network reconstruction is a crucial task in understanding and controlling the collective dynamics of complex systems. Most real-world networks exhibit sparse properties, and the connection parameter is a binary signal (0 or 1). Traditional shrinkage methods, such as lasso or compressed sensing (CS), are not suitable for revealing this property.
Wild Bootstrap-Based Bias Correction for Spatial Quantile Panel Data Models with Varying Coefficients
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Inferring network structures via signal Lasso
Abstract Inferring the connectivity structure of networked systems from data is an extremely important task in many areas of science. Most real-world networks exhibit sparsely connected topologies, with links between nodes that in some cases may even be associated with a binary state (0 or 1, denoting, respectively, the absence or presence of a connection). Such un-weighted topologies are elusive to classical reconstruction methods such as Lasso or compressed sensing techniques.
Minimum distance quantile regression for spatial autoregressive panel data models with fixed effects
Loading metrics Open Access Peer-reviewed Research Article Xiaowen Dai, Libin Jin Xiaowen Dai, Libin Jin Published: December 14, 2021 https://doi.org/10.1371/journal.pone.0261144 Figures Abstract This paper considers the quantile regression model with individual fixed effects for spatial panel data. Efficient minimum distance quantile regression estimators based on instrumental variable (IV) method are proposed for parameter estimation.
How do foreign parties really fare in Chinese patent litigation?
China is by far the most litigious country in the world in terms of IP cases, with the total amount of IP litigation in Guangdong alone far outnumbering that in the whole of the United States. Despite this, the question “Are patents enforceable in China?” remains a familiar one among many foreign patent owners. This article draws on new statistics to assess the enforcement of patent rights in China – especially when it comes to overseas rights holders.
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