SAXS Merge: an automated statistical method to merge SAXS profiles using Gaussian processes

A statistical method to merge SAXS profiles using Gaussian processes is presented.

[1]  O. Glatter,et al.  19 – Small-Angle X-ray Scattering , 1973 .

[2]  Welch Bl THE GENERALIZATION OF ‘STUDENT'S’ PROBLEM WHEN SEVERAL DIFFERENT POPULATION VARLANCES ARE INVOLVED , 1947 .

[3]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[4]  David J. C. MacKay,et al.  Information Theory, Inference, and Learning Algorithms , 2004, IEEE Transactions on Information Theory.

[5]  Boualem Hammouda,et al.  A new Guinier-Porod model , 2010 .

[6]  Autocovariance structures for radial averages in small‐angle X‐ray scattering experiments , 2012, Journal of time series analysis.

[7]  T. Dudnakova,et al.  Methods Molecular Biology , 2016 .

[8]  Shuji Akiyama,et al.  Radiation damage to a protein solution, detected by synchrotron X-ray small-angle scattering: dose-related considerations and suppression by cryoprotectants. , 2004, Journal of synchrotron radiation.

[9]  Dmitri I. Svergun,et al.  Small-angle X-ray and neutron scattering as a tool for structural systems biology , 2010, Biological chemistry.

[10]  John A Tainer,et al.  Bridging the solution divide: comprehensive structural analyses of dynamic RNA, DNA, and protein assemblies by small-angle X-ray scattering. , 2010, Current opinion in structural biology.

[11]  Yuhong Yang,et al.  Information Theory, Inference, and Learning Algorithms , 2005 .

[12]  Jill Trewhella,et al.  Small‐angle scattering for structural biology—Expanding the frontier while avoiding the pitfalls , 2010, Protein science : a publication of the Protein Society.

[13]  良二 上田 J. Appl. Cryst.の発刊に際して , 1970 .

[14]  M. Gibbs,et al.  Efficient implementation of gaussian processes , 1997 .

[15]  W. Ehrenberg,et al.  Small-Angle X-Ray Scattering , 1952, Nature.

[16]  Byron Hall Bayesian Inference , 2011 .

[17]  John A. Tainer,et al.  Robust, high-throughput solution structural analyses by small angle X-ray scattering (SAXS) , 2009, Nature Methods.

[18]  Christopher K. I. Williams,et al.  Gaussian Processes for Machine Learning (Adaptive Computation and Machine Learning) , 2005 .