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  • Transcriptome Analysis of the Rhodobacter sphaeroides PpsR

    PpsR from the anoxygenic phototrophic bacterium Rhodobacter sphaeroides has been known as an oxygen- and light-dependent repressor of bacteriochlorophyll and carotenoid biosynthesis genes and puc operons involved in photosystem development. However, the putative PpsR-binding sites, TGTN12ACA, are also located upstream of numerous nonphotosystem genes,

  • 40 CFR Appendix B to Part 60 - Performance Specifications

    3.1 All definitions and discussions from section 3 of ASTM D6216-12 are applicable to PS-1. 3.2 Centroid Area. A concentric area that is geometrically similar to the stack or duct cross-section and is no greater than 1 percent of the stack or duct cross-sectional area.

  • FIRST-ORDER NETWORK COHERENCE AND EIGENTIME IDENTITY ON

    Aug 18, 2017· Institute of Applied System Analysis, Jiangsu University, Zhenjiang, Jiangsu 212013, P. R. China E-mail Address: [email protected] Search for more papers by this author

  • A TDDFT investigation of the Photosystem II reaction

    Aug 18, 2020· Examining the excited states of the Photosystem II reaction center furthers our understanding of available charge separation pathways that lead to successful photosynthesis. Our results comprise the largest complete model of the Photosystem II reaction center to be described using time-dependent density functional theory reported in the literature to date.

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  • Aldous , Lanoue : A lecture on the averaging process

    To interpret interacting particle system style models as social dynamics, suppose each pair {i,j} of individuals in a finite population meet at random times of arbitrary specified rates ν ij, and update their states according to some specified rule.The averaging process has real-valued states and the rule: upon meeting, the values X i (t),X j (t) are replaced by ½(X i (t)+X j (t

  • Chapter 8 High-dimensional data Computational Thinking

    8.1 Overview. The rise of high-dimensional data. The new data frontiers in social sciencestext (Gentzkow et al. 2019; Grimmer and Stewart 2013) and and image (Joo and Steinert-Threlkeld 2018)are all high-dimensional data.1000 common English words for 30-word tweets: \(1000^{30}\) similar to N of atoms in the universe (Gentzkow et al. 2019)

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    Apr 13, 2012· The Heisenberg ferromagnet has symmetry group SU(2). The property known as ferromagnetic ordering of energy levels (FOEL) states that the minimum energy eigenvalue among eigenvectors with total spin s is monotone decreasing as a function of s. While this property holds for certain graphs such as open chains, in this note we demonstrate some

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  • An isolated water droplet in the aqueous solution of a

    Dec 29, 2020· The University of California, Berkeley, scientists are supported by the Director, Office of Science, Office of Basic Energy Sciences, and the Division of Chemical Sciences, Geosciences, and Bioscience of the US Department of Energy at Lawrence Berkeley National Laboratory (Grant DE-AC02-05CH11231) and an NIH Postdoctoral Fellowship to T.A.B

  • (PDF) Grouped and hierarchical model - Academia.edu

    Academia.edu is a platform for academics to share research papers. of Statistics, UC Berkeley, Tech. Rep, 2006. Guilherme Rocha. Download PDF. Download Full PDF Package. This paper. A short summary of this paper. Department of Statistics. By Guilherme Rocha.

  • (PDF) Spectral coarse graining for random walks in

    Spectral coarse graining for random walks in bipartite networks Yang Wang , An Zeng , Zengru Di , and Ying Fan Citation: Chaos 23 , 013104 (2013); doi: 10.1063/1.4773823

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  • Bin Yu - Papers - University of California, Berkeley

    The impact of regularization on spectral clustering. Annals of Statistics. 4, 1765 - 1791. C. Lim and B. Yu (2016). Estimation Stability with Cross Validation (ESCV) Journal of Computational and Graphical Statistics. 25, 464 - 492.

  • The Comprehensive R Archive Network

    Mar 31, 2021· What are R and CRAN? R is GNU S, a freely available language and environment for statistical computing and graphics which provides a wide variety of statistical and graphical techniques: linear and nonlinear modelling, statistical tests, time series analysis, classification, clustering, etc.

  • Publications - University of California, Berkeley

    R-68 A Web Services Approach to Federated Search Across Digital Libraries, (with Dong, A., E. Fixler, M.J. Koning-Bastiaan, and S. Shamseldin). Working Paper # 03-0103-3. Berkeley Expert Systems Technology Laboratory, 6102 Etcheverry Hall, UC Berkeley, Berkeley, CA 94720-1740.

  • Embracing Statistical Challenges in - statrkeley.edu

    web search usually depends on weighting websites and links among the sites, as in the PageRank algorithm used by Google (Brin and Page, 1998 [8]). When a weighting scheme is open to the public, however, opportunities arise for the so-called SEOs (search engine optimizers) to mislead the search engine to irrelevant websites of an SEOs

  • Near-optimal Sample Complexity Bounds for Robust Learning

    Oct 06, 2020· We introduce a novel technique for distribution learning based on a notion of sample compression. Any class of distributions that allows such a compression scheme can be learned with few samples. M

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  • Bin Yu - Bio - University of California, Berkeley

    Biography. I obtained my BS degree in mathematics from Peking University, and my MS and PhD degrees in statistics from UC Berkeley. I was assistant professor at UW-Madison, visiting assistant professor at Yale University, member of technical staff at Lucent Bell-Labs, and Miller Research Professor at Berkeley in 2004 and 2015, respectively.

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    Statistics at UC Berkeley. We are a community engaged in research and education in probability and statistics. In addition to developing fundamental theory and methodology, we are actively involved in statistical problems that arise in such diverse fields as molecular biology, geophysics, astronomy, AIDS research, neurophysiology, sociology, political science, education,

  • Metalearners for estimating heterogeneous treatment

    Mar 05, 2019· Estimating and analyzing heterogeneous treatment effects is timely, yet challenging. We introduce a unifying framework for many conditional average treatment effect estimators, and we propose a metalearner, the X-learner, which can adapt to structural properties, such as the smoothness and sparsity of the underlying treatment effect. We present its

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    From this portal you can browse or search data documentation (e.g., metadata, codebooks) and univariate summary statistics (e.g., mean, frequency counts). The database contains documented survey results from various survey-research projects in the US, Central America, and South America.

  • Spectral clustering and the high-dimensional stochastic

    spectral clustering has many similarities with the nonlinear dimension reduction or manifold learning techniques such as Diffusion maps and Laplacian eigenmaps [Coifman et al. (2005), Belkin and Niyogi (2003)]. The normalized graph Laplacian L is an essential part of spectral clustering, Diffusion maps and Laplacian eigenmaps.

  • Retrieval Using MISR Data A Hierarchical Bayesian Approach

    Yueqing Wang, Department of Statistics, University of California at Berke-ley, CA 94720-3860 (E-mail: [email protected]). Xin Jiang, LMAM, School of Mathematical Sciences, Peking University, Beijing 100871, China. Bin Yu, Department of Electrical Engineering and Computer Sciences, Uni-versity of California at Berkeley, CA 94720-3860.

  • (PDF) Data spectroscopy: learning mixture models using

    Bin Y u [email protected] trkeley.edu Department of Statistics, Universit y of California Berkeley Keywords : Unsupervised learning, spectral clustering, Gaussian mixture

  • Metalearners for estimating heterogeneous treatment

    Mar 05, 2019· Estimating and analyzing heterogeneous treatment effects is timely, yet challenging. We introduce a unifying framework for many conditional average treatment effect estimators, and we propose a metalearner, the X-learner, which can adapt to structural properties, such as the smoothness and sparsity of the underlying treatment effect. We present its favorable properties, using theory and

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    Andrew File System Retirement. Andrew File System (AFS) ended service on January 1, 2021. AFS was a file system and sharing platform that allowed users to access and distribute stored content. AFS was available at. afs.msu.edu and netfiles.msu.edu. AFS was launched in the mid-1990s and was eventually superseded by newer platforms.

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  • Ross : Fundamentals of Steins method - Search 2.5

    Institute of Mathematical Statistics Lecture NotesMonograph Series, 46. Institute of Mathematical Statistics, Beachwood, OH, 2004. Papers from the Workshop on Steins Method held at Stanford University, Stanford, CA, 1998.

  • A Hierarchical Bayesian Approach for Aerosol Retrieval

    1 Department of Statistics, University of California at Berkeley, CA 94720-3860, U.S. 4 2 LMAM, School of Mathematical Sciences, Peking University, Beijing 100871, China. 5 3 Department of Electrical Engineering and Computer Sciences, 6 7 University of California at Berkeley, CA 94720-3860, U.S.

  • Statistics Surveys - Search 2.5 million pages of

    [26] Diaz-Uriarte, R. 2007. GeneSrF and varSelRF: a web-based tool and R package for gene selection and classification using random forest, BMC

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    [26] Diaz-Uriarte, R. 2007. GeneSrF and varSelRF: a web-based tool and R package for gene selection and classification using random forest, BMC Bioinformatics, 8: 328. [27] Dietterich, T. 1998.

  • Bin Yu - Research - University of California, Berkeley

    Research. In 2014, I was elected to the National Academy of Sciences based on my statistical and scientific contributions, as well as my broad vision of data science best described in my article Veridical Data Science, written together with my former student Karl Kumbier. In this work, I introduced a framework based on three principles

  • A NOVEL SPECTRAL METHOD FOR INFERRING GENERAL DIPLOID

    Dec 01, 2014· University of California, Berkeley. The Annals of Applied Statistics , 01 Dec 2014 , 8(4): 2203-2222 DOI: 10.1214/14-aoas764 PMID: 25598858 PMCID: PMC4295721

  • Transcriptome Analysis of the Rhodobacter sphaeroides PpsR

    PpsR from the anoxygenic phototrophic bacterium Rhodobacter sphaeroides has been known as an oxygen- and light-dependent repressor of bacteriochlorophyll and carotenoid biosynthesis genes and puc operons involved in photosystem development. However, the putative PpsR-binding sites, TGTN12ACA, are also located upstream of numerous nonphotosystem genes, thus raising the possibility that the

  • Daytime Arctic Cloud Detection based on Multi-angle

    Tao Shi is Assistant Professor, Department of Statistics, the Ohio State University, Columbus, OH 43210 (Email: [email protected]). Bin Yu is Professor, Department of Statistics, University of California, Berkeley, CA 94720 (Email: [email protected]). Eugene Clothiaux is Associate Professor, Department of Mete-

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  • Michael Mahoney's Old Home Page

    Michael Mahoney's Old Home Page. I am not at Stanford any more, so this web page is somewhat out of date. I am currently at ICSI and the Department of Statistics at UC Berkeley. Click here for my new web page and for more information. You can reach me via electronic mail: mmahoney is the username, and stat dot berkeley dot edu follows the at


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