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Flexible Effective Sample Size Based on the Message Importance Measure

Flexible Effective Sample Size Based on the Message Importance Measure

July 5, 2025 Category: Blog

In Monte Carlo based importance CARDANA CAPS sampling estimations, Effective Sample Size (ESS) is an important index of simulation efficiency, since ESS can measure the divergence between the target distribution and the proposal distribution effectively, and thus is widely used to decide whether resampling is needed or not.Among several well-known

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Explore potential disease related metabolites based on latent factor model

July 5, 2025 Category: Blog

Abstract Background In biological systems, metabolomics can not only contribute to the discovery of metabolic signatures for disease diagnosis, but is very helpful to illustrate the underlying molecular disease-causing mechanism.Therefore, identification of disease-related metabolites is of great significance for comprehensively understanding Victo

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In Vitro Studies of Lipopolysaccharide-Mediated DNA Release of Podovirus HK620

July 5, 2025 Category: Blog

Gram-negative bacteria protect themselves with an outermost layer containing lipopolysaccharide (LPS).O-antigen-specific bacteriophages use tailspike proteins (TSP) to COLOUR SAVOUR SHAMPOO recognize and cleave the O-polysaccharide part of LPS.However, O-antigen composition and structure can be highly variable depending on the environmental conditi

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