A robust and efficient estimation and variable selection method for partially linear models with large-dimensional covariates
Sign Up to like & getrecommendations! Published in 2018 at "Statistical Papers"
DOI: 10.1007/s00362-018-1013-1
Abstract: In this paper, a new robust and efficient estimation approach based on local modal regression is proposed for partially linear models with large-dimensional covariates. We show that the resulting estimators for both parametric and nonparametric… read more here.
Keywords: large dimensional; efficient estimation; robust efficient; models large ... See more keywords
Robust and efficient estimating equations for longitudinal data partial linear models and its applications
Sign Up to like & getrecommendations! Published in 2020 at "Statistical Papers"
DOI: 10.1007/s00362-020-01181-5
Abstract: Composite quantile regression (CQR) is a good alternative of the mean regression, because of its robustness and efficiency. In longitudinal data analysis, correlation structure plays an important role in improving efficiency. However, how to specify… read more here.
Keywords: longitudinal data; partial linear; robust efficient; estimating equations ... See more keywords
Versatile, robust, and efficient tractography with constrained higher-order tensor fODFs
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Computer Assisted Radiology and Surgery"
DOI: 10.1007/s11548-017-1593-6
Abstract: PurposeDevelop a multi-fiber tractography method that produces fast and robust results based on input data from a wide range of diffusion MRI protocols, including high angular resolution diffusion imaging, multi-shell imaging, and clinical diffusion spectrum… read more here.
Keywords: tractography; versatile robust; diffusion; higher order ... See more keywords
Candidate novel long noncoding RNAs, MicroRNAs and putative drugs for Parkinson's disease using a robust and efficient genome-wide association study.
Sign Up to like & getrecommendations! Published in 2017 at "Genomics"
DOI: 10.1016/j.ygeno.2017.02.004
Abstract: Parkinson's disease (PD) is a neurodegenerative disorder with serious symptoms of which, are not clearly demonstrated at the beginning stages of the disease, making treatment challenging. Understanding the genetic causes of PD can be useful… read more here.
Keywords: genome wide; long noncoding; robust efficient; noncoding rnas ... See more keywords
ROBUST AND EFFICIENT FITTING OF SEVERITY MODELS AND THE METHOD OF WINSORIZED MOMENTS
Sign Up to like & getrecommendations! Published in 2017 at "ASTIN Bulletin"
DOI: 10.1017/asb.2017.30
Abstract: Abstract Continuous parametric distributions are useful tools for modeling and pricing insurance risks, measuring income inequality in economics, investigating reliability of engineering systems, and in many other areas of application. In this paper, we propose… read more here.
Keywords: method winsorized; efficient fitting; robust efficient; winsorized moments ... See more keywords
Robust and Efficient Implicit Solvation Model for Fast Semiempirical Methods.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of chemical theory and computation"
DOI: 10.1021/acs.jctc.1c00471
Abstract: We present a robust and efficient method to implicitly account for solvation effects in modern semiempirical quantum mechanics and force fields. A computationally efficient yet accurate solvation model based on the analytical linearized Poisson-Boltzmann (ALPB)… read more here.
Keywords: solvation; efficient implicit; model; robust efficient ... See more keywords
A Robust and Efficient Pd3 Cluster Catalyst for the Suzuki Reaction and Its Odd Mechanism
Sign Up to like & getrecommendations! Published in 2017 at "ACS Catalysis"
DOI: 10.1021/acscatal.6b02527
Abstract: The palladium-catalyzed Suzuki–Miyaura coupling reaction is one of the most versatile and powerful tools for constructing synthetically useful unsymmetrical aryl–aryl bonds. In designing a Pd cluster as a candidate for efficient catalysis and mechanistic investigations,… read more here.
Keywords: pd3 cluster; cluster catalyst; efficient pd3; robust efficient ... See more keywords
Automatic airway segmentation from computed tomography using robust and efficient 3-D convolutional neural networks
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
DOI: 10.1038/s41598-021-95364-1
Abstract: This paper presents a fully automatic and end-to-end optimised airway segmentation method for thoracic computed tomography, based on the U-Net architecture. We use a simple and low-memory 3D U-Net as backbone, which allows the method… read more here.
Keywords: computed tomography; segmentation; method; airway segmentation ... See more keywords
A robust and efficient catalyst of CdxZn1-xSe motivated by CoP for photocatalytic hydrogen evolution under sunlight irradiation.
Sign Up to like & getrecommendations! Published in 2017 at "Chemical communications"
DOI: 10.1039/c6cc08311k
Abstract: CdxZn1-xSe/CoP composites have been well studied as effervescent photocatalysts for H2 evolution. These composites are highly efficient at 45.1 mmol h-1 g-1 and have a high quantum yield of 11.8% at ∼520 nm. The tunable… read more here.
Keywords: evolution; cdxzn1 xse; robust efficient; cdxzn1 ... See more keywords
Robust and efficient single-cell Hi-C clustering with approximate k-nearest neighbor graphs.
Sign Up to like & getrecommendations! Published in 2021 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btab394
Abstract: MOTIVATION Hi-C technology provides insights into the 3D organization of the chromatin, and the single-cell Hi-C method enables researchers to gain knowledge about the chromatin state in individual cell levels. Single-cell Hi-C interaction matrices are… read more here.
Keywords: single cell; efficient single; approximate nearest; robust efficient ... See more keywords
A robust and efficient algorithm for Chinese historical document analysis and recognition
Sign Up to like & getrecommendations! Published in 2023 at "National Science Review"
DOI: 10.1093/nsr/nwad115
Abstract: This paper presents a novel and efficient algorithm for Chinese historical document understanding, incorporating three key components: a multi-oriented text detector, a dual-path learning-based text recognizer, and a heuristic-based reading order predictor. read more here.
Keywords: efficient algorithm; algorithm chinese; chinese historical; robust efficient ... See more keywords