Statistical Entropy of the Four Dimensional Schwarzschild Black Hole

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TheElementsofStatisticalLearning中文版

TheElementsofStatisticalLearning中文版

TheElementsofStatisticalLearning中文版网址/Preface/2016-07-20-Preface-to-the-Second-Edition/index.html原文The Elements of Statistical Learning翻译szcf-weiya时间2016-07-20更新2018-02-14状态DoneIn God we trust, all others bring data.–William Edwards Deming (1900-1993)第一版《统计学习的基础》的欢迎程度让我们很满意。

随着统计学习领域的迅速发展,激励我们出版第二版来更新我们的书。

我们增加了四个新的章节,并且更新了一些已经存在的章节。

因为很多读者熟悉第一版书的布局,所以我们尽可能地做出很小的改变。

下面是对主要改变的概要:•第一章:导言•第二章:监督学习的综述•第三章:回归的线性方法(新:LAR算法和lasso的一般化)•第四章:分类的线性方法(新:逻辑斯蒂回归的lasso轨迹)•第五章:基本的扩展和正则化(新:RKHS的补充说明)RKHS (再生核希尔伯特空间)•第六章:核光滑方法•第七章:模型评估与选择(新:交叉验证的长处与陷阱)•第八章:模型推论与平均•第九章:补充的模型、树以及相关的方法•第十章:Boosting和Additive Trees(新:生态学的新例子,一些材料分到了16章)•第十一章:神经网络(新:贝叶斯神经网络和2003年神经信息处理系统进展大会(NIPS)的挑战)•第十二章:支持向量机和灵活的判别式(新:SVM分类器的路径算法)•第十三章:原型方法和邻近算法•第十四章:非监督学习(新:谱聚类,核PCA,离散PCA,非负矩阵分解原型分析,非线性降维,谷歌pagerank算法,ICA的一个直接方法)•第十五章:随机森林•第十六章:实例学习•第十七章:无向图模型•第十八章:高维问题Some further notes:•我们的第一版对色盲读者不是很友好,特别地,过去我们倾向于偏爱红绿对比,但是红绿对比很讨厌。

计量经济学 伍德里奇 第一章

计量经济学 伍德里奇 第一章
⇒ “What would have been the outcome of the treatment group if the intervention had not taken place?”.
The main challenge of an impact evaluation is the construction of a suitable counterfactual situation.
An ideal experiment can be conducted to obtain the causal effect of fertilizer amount on yield when the levels of fertilizer are assigned to plots independently of other plot features that affect yield.
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Dandan Zhang (NSD)
Sep.-Dec. 2014 1 / 37
1. Introduction
Course Structure
1. Introduction (We4 Chapter 1) 2. Mathematical Foundations,Probability Theory (We4 Appendix B & C) 3. The Bivariate Linear Regression Model (We4 Chapter 2) 4. The Multivariate Linear Regression Model (We4 Chapter 3) 5. Inference (We4 Chapter 4) 6. Further Issues (We4 Chapter 6) 7. Multiple Regression Analysis with Qualitative Information (We4 Chapter 7) 8. Heteroscedasticity (We4 Chapter 8) 9. Specification and Data Issues (We4 Chapter 9) 10. Instrument variables (We4 Chapter 15) 11. Panel Data (We4 Chapter 14)

SCI论文摘要中常用的表达方法

SCI论文摘要中常用的表达方法

SCI论文摘要中常用的表达方法要写好摘要,需要建立一个适合自己需要的句型库(选择的词汇来源于SCI高被引用论文)引言部分(1)回顾研究背景,常用词汇有review, summarize, present, outline, describe等(2)说明写作目的,常用词汇有purpose, attempt, aim等,另外还可以用动词不定式充当目的壮语老表达(3)介绍论文的重点内容或研究范围,常用词汇有study, present, include, focus, emphasize, emphasis, attention等方法部分(1)介绍研究或试验过程,常用词汇有test study, investigate, examine,experiment, discuss, consider, analyze, analysis等(2)说明研究或试验方法,常用词汇有measure, estimate, calculate等(3)介绍应用、用途,常用词汇有use, apply, application等结果部分(1)展示研究结果,常用词汇有show, result, present等(2)介绍结论,常用词汇有summary, introduce,conclude等讨论部分(1)陈述论文的论点和作者的观点,常用词汇有suggest, repot, present, expect, describe 等(2)说明论证,常用词汇有support, provide, indicate, identify, find, demonstrate, confirm, clarify等(3)推荐和建议,常用词汇有suggest,suggestion, recommend, recommendation, propose,necessity,necessary,expect等。

摘要引言部分案例词汇review•Author(s): ROBINSON, TE; BERRIDGE, KC•Title:THE NEURAL BASIS OF DRUG CRA VING - AN INCENTIVE-SENSITIZATION THEORY OF ADDICTION•Source: BRAIN RESEARCH REVIEWS, 18 (3): 247-291 SEP-DEC 1993 《脑研究评论》荷兰SCI被引用1774We review evidence for this view of addiction and discuss its implications for understanding the psychology and neurobiology of addiction.回顾研究背景SCI高被引摘要引言部分案例词汇summarizeAuthor(s): Barnett, RM; Carone, CD; 被引用1571Title: Particles and field .1. Review of particle physicsSource: PHYSICAL REVIEW D, 54 (1): 1-+ Part 1 JUL 1 1996:《物理学评论,D辑》美国引言部分回顾研究背景常用词汇summarizeAbstract: This biennial review summarizes much of Particle Physics. Using data from previous editions, plus 1900 new measurements from 700 papers, we list, evaluate, and average measuredproperties of gauge bosons, leptons, quarks, mesons, and baryons. We also summarize searches for hypothetical particles such as Higgs bosons, heavy neutrinos, and supersymmetric particles. All the particle properties and search limits are listed in Summary Tables. We also give numerous tables, figures, formulae, and reviews of topics such as the Standard Model, particle detectors, probability, and statistics. A booklet is available containing the Summary Tables and abbreviated versions of some of the other sections of this full Review.SCI摘要引言部分案例attentionSCI摘要方法部分案例considerSCI高被引摘要引言部分案例词汇outline•Author(s): TIERNEY, L SCI引用728次•Title:MARKOV-CHAINS FOR EXPLORING POSTERIOR DISTRIBUTIONS 引言部分回顾研究背景,常用词汇outline•Source: ANNALS OF STATISTICS, 22 (4): 1701-1728 DEC 1994•《统计学纪事》美国•Abstract: Several Markov chain methods are available for sampling from a posterior distribution. Two important examples are the Gibbs sampler and the Metropolis algorithm.In addition, several strategies are available for constructing hybrid algorithms. This paper outlines some of the basic methods and strategies and discusses some related theoretical and practical issues. On the theoretical side, results from the theory of general state space Markov chains can be used to obtain convergence rates, laws of large numbers and central limit theorems for estimates obtained from Markov chain methods. These theoretical results can be used to guide the construction of more efficient algorithms. For the practical use of Markov chain methods, standard simulation methodology provides several Variance reduction techniques and also gives guidance on the choice of sample size and allocation.SCI高被引摘要引言部分案例回顾研究背景presentAuthor(s): L YNCH, M; MILLIGAN, BG SC I被引用661Title: ANAL YSIS OF POPULATION GENETIC-STRUCTURE WITH RAPD MARKERS Source: MOLECULAR ECOLOGY, 3 (2): 91-99 APR 1994《分子生态学》英国Abstract: Recent advances in the application of the polymerase chain reaction make it possible to score individuals at a large number of loci. The RAPD (random amplified polymorphic DNA) method is one such technique that has attracted widespread interest.The analysis of population structure with RAPD data is hampered by the lack of complete genotypic information resulting from dominance, since this enhances the sampling variance associated with single loci as well as induces bias in parameter estimation. We present estimators for several population-genetic parameters (gene and genotype frequencies, within- and between-population heterozygosities, degree of inbreeding and population subdivision, and degree of individual relatedness) along with expressions for their sampling variances. Although completely unbiased estimators do not appear to be possible with RAPDs, several steps are suggested that will insure that the bias in parameter estimates is negligible. To achieve the same degree of statistical power, on the order of 2 to 10 times more individuals need to be sampled per locus when dominant markers are relied upon, as compared to codominant (RFLP, isozyme) markers. Moreover, to avoid bias in parameter estimation, the marker alleles for most of these loci should be in relatively low frequency. Due to the need for pruning loci with low-frequency null alleles, more loci also need to be sampled with RAPDs than with more conventional markers, and sole problems of bias cannot be completely eliminated.SCI高被引摘要引言部分案例词汇describe•Author(s): CLONINGER, CR; SVRAKIC, DM; PRZYBECK, TR•Title: A PSYCHOBIOLOGICAL MODEL OF TEMPERAMENT AND CHARACTER•Source: ARCHIVES OF GENERAL PSYCHIATRY, 50 (12): 975-990 DEC 1993《普通精神病学纪要》美国•引言部分回顾研究背景,常用词汇describe 被引用926•Abstract: In this study, we describe a psychobiological model of the structure and development of personality that accounts for dimensions of both temperament and character. Previous research has confirmed four dimensions of temperament: novelty seeking, harm avoidance, reward dependence, and persistence, which are independently heritable, manifest early in life, and involve preconceptual biases in perceptual memory and habit formation. For the first time, we describe three dimensions of character that mature in adulthood and influence personal and social effectiveness by insight learning about self-concepts.Self-concepts vary according to the extent to which a person identifies the self as (1) an autonomous individual, (2) an integral part of humanity, and (3) an integral part of the universe as a whole. Each aspect of self-concept corresponds to one of three character dimensions called self-directedness, cooperativeness, and self-transcendence, respectively. We also describe the conceptual background and development of a self-report measure of these dimensions, the Temperament and Character Inventory. Data on 300 individuals from the general population support the reliability and structure of these seven personality dimensions. We discuss the implications for studies of information processing, inheritance, development, diagnosis, and treatment.摘要引言部分案例•(2)说明写作目的,常用词汇有purpose, attempt, aimSCI高被引摘要引言部分案例attempt说明写作目的•Author(s): Donoho, DL; Johnstone, IM•Title: Adapting to unknown smoothness via wavelet shrinkage•Source: JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 90 (432): 1200-1224 DEC 1995 《美国统计学会志》被引用429次•Abstract: We attempt to recover a function of unknown smoothness from noisy sampled data. We introduce a procedure, SureShrink, that suppresses noise by thresholding the empirical wavelet coefficients. The thresholding is adaptive: A threshold level is assigned to each dyadic resolution level by the principle of minimizing the Stein unbiased estimate of risk (Sure) for threshold estimates. The computational effort of the overall procedure is order N.log(N) as a function of the sample size N. SureShrink is smoothness adaptive: If the unknown function contains jumps, then the reconstruction (essentially) does also; if the unknown function has a smooth piece, then the reconstruction is (essentially) as smooth as the mother wavelet will allow. The procedure is in a sense optimally smoothness adaptive: It is near minimax simultaneously over a whole interval of the Besov scale; the size of this interval depends on the choice of mother wavelet. We know from a previous paper by the authors that traditional smoothing methods-kernels, splines, and orthogonal series estimates-even with optimal choices of the smoothing parameter, would be unable to perform in a near-minimax way over many spaces in the Besov scale.Examples of SureShrink are given. The advantages of the method are particularly evident when the underlying function has jump discontinuities on a smooth backgroundSCI高被引摘要引言部分案例To investigate说明写作目的•Author(s): OLTV AI, ZN; MILLIMAN, CL; KORSMEYER, SJ•Title: BCL-2 HETERODIMERIZES IN-VIVO WITH A CONSERVED HOMOLOG, BAX, THAT ACCELERATES PROGRAMMED CELL-DEATH•Source: CELL, 74 (4): 609-619 AUG 27 1993 被引用3233•Abstract: Bcl-2 protein is able to repress a number of apoptotic death programs. To investigate the mechanism of Bcl-2's effect, we examined whether Bcl-2 interacted with other proteins. We identified an associated 21 kd protein partner, Bax, that has extensive amino acid homology with Bcl-2, focused within highly conserved domains I and II. Bax is encoded by six exons and demonstrates a complex pattern of alternative RNA splicing that predicts a 21 kd membrane (alpha) and two forms of cytosolic protein (beta and gamma). Bax homodimerizes and forms heterodimers with Bcl-2 in vivo. Overexpressed Bax accelerates apoptotic death induced by cytokine deprivation in an IL-3-dependent cell line. Overexpressed Bax also counters the death repressor activity of Bcl-2. These data suggest a model in which the ratio of Bcl-2 to Bax determines survival or death following an apoptotic stimulus.SCI高被引摘要引言部分案例purposes说明写作目的•Author(s): ROGERS, FJ; IGLESIAS, CA•Title: RADIATIVE ATOMIC ROSSELAND MEAN OPACITY TABLES•Source: ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES, 79 (2): 507-568 APR 1992 《天体物理学杂志增刊》美国SCI被引用512•Abstract: For more than two decades the astrophysics community has depended on opacity tables produced at Los Alamos. In the present work we offer new radiative Rosseland mean opacity tables calculated with the OPAL code developed independently at LLNL. We give extensive results for the recent Anders-Grevesse mixture which allow accurate interpolation in temperature, density, hydrogen mass fraction, as well as metal mass fraction. The tables are organized differently from previous work. Instead of rows and columns of constant temperature and density, we use temperature and follow tracks of constant R, where R = density/(temperature)3. The range of R and temperature are such as to cover typical stellar conditions from the interior through the envelope and the hotter atmospheres. Cool atmospheres are not considered since photoabsorption by molecules is neglected. Only radiative processes are taken into account so that electron conduction is not included. For comparison purposes we present some opacity tables for the Ross-Aller and Cox-Tabor metal abundances. Although in many regions the OPAL opacities are similar to previous work, large differences are reported.For example, factors of 2-3 opacity enhancements are found in stellar envelop conditions.SCI高被引摘要引言部分案例aim说明写作目的•Author(s):EDV ARDSSON, B; ANDERSEN, J; GUSTAFSSON, B; LAMBERT, DL;NISSEN, PE; TOMKIN, J•Title:THE CHEMICAL EVOLUTION OF THE GALACTIC DISK .1. ANALYSISAND RESULTS•Source: ASTRONOMY AND ASTROPHYSICS, 275 (1): 101-152 AUG 1993 《天文学与天体物理学》被引用934•Abstract:With the aim to provide observational constraints on the evolution of the galactic disk, we have derived abundances of 0, Na, Mg, Al, Si, Ca, Ti, Fe, Ni, Y, Zr, Ba and Nd, as well as individual photometric ages, for 189 nearby field F and G disk dwarfs.The galactic orbital properties of all stars have been derived from accurate kinematic data, enabling estimates to be made of the distances from the galactic center of the stars‘ birthplaces. 结构式摘要•Our extensive high resolution, high S/N, spectroscopic observations of carefully selected northern and southern stars provide accurate equivalent widths of up to 86 unblended absorption lines per star between 5000 and 9000 angstrom. The abundance analysis was made with greatly improved theoretical LTE model atmospheres. Through the inclusion of a great number of iron-peak element absorption lines the model fluxes reproduce the observed UV and visual fluxes with good accuracy. A new theoretical calibration of T(eff) as a function of Stromgren b - y for solar-type dwarfs has been established. The new models and T(eff) scale are shown to yield good agreement between photometric and spectroscopic measurements of effective temperatures and surface gravities, but the photometrically derived very high overall metallicities for the most metal rich stars are not supported by the spectroscopic analysis of weak spectral lines.•Author(s): PAYNE, MC; TETER, MP; ALLAN, DC; ARIAS, TA; JOANNOPOULOS, JD•Title:ITERA TIVE MINIMIZATION TECHNIQUES FOR ABINITIO TOTAL-ENERGY CALCULATIONS - MOLECULAR-DYNAMICS AND CONJUGA TE GRADIENTS•Source: REVIEWS OF MODERN PHYSICS, 64 (4): 1045-1097 OCT 1992 《现代物理学评论》美国American Physical Society SCI被引用2654 •Abstract: This article describes recent technical developments that have made the total-energy pseudopotential the most powerful ab initio quantum-mechanical modeling method presently available. In addition to presenting technical details of the pseudopotential method, the article aims to heighten awareness of the capabilities of the method in order to stimulate its application to as wide a range of problems in as many scientific disciplines as possible.SCI高被引摘要引言部分案例includes介绍论文的重点内容或研究范围•Author(s):MARCHESINI, G; WEBBER, BR; ABBIENDI, G; KNOWLES, IG;SEYMOUR, MH; STANCO, L•Title: HERWIG 5.1 - A MONTE-CARLO EVENT GENERA TOR FOR SIMULATING HADRON EMISSION REACTIONS WITH INTERFERING GLUONS SCI被引用955次•Source: COMPUTER PHYSICS COMMUNICATIONS, 67 (3): 465-508 JAN 1992:《计算机物理学通讯》荷兰Elsevier•Abstract: HERWIG is a general-purpose particle-physics event generator, which includes the simulation of hard lepton-lepton, lepton-hadron and hadron-hadron scattering and soft hadron-hadron collisions in one package. It uses the parton-shower approach for initial-state and final-state QCD radiation, including colour coherence effects and azimuthal correlations both within and between jets. This article includes a brief review of the physics underlying HERWIG, followed by a description of the program itself. This includes details of the input and control parameters used by the program, and the output data provided by it. Sample output from a typical simulation is given and annotated.SCI高被引摘要引言部分案例presents介绍论文的重点内容或研究范围•Author(s): IDSO, KE; IDSO, SB•Title: PLANT-RESPONSES TO ATMOSPHERIC CO2 ENRICHMENT IN THE FACE OF ENVIRONMENTAL CONSTRAINTS - A REVIEW OF THE PAST 10 YEARS RESEARCH•Source: AGRICULTURAL AND FOREST METEOROLOGY, 69 (3-4): 153-203 JUL 1994 《农业和林业气象学》荷兰Elsevier 被引用225•Abstract:This paper presents a detailed analysis of several hundred plant carbon exchange rate (CER) and dry weight (DW) responses to atmospheric CO2 enrichment determined over the past 10 years. It demonstrates that the percentage increase in plant growth produced by raising the air's CO2 content is generally not reduced by less than optimal levels of light, water or soil nutrients, nor by high temperatures, salinity or gaseous air pollution. More often than not, in fact, the data show the relative growth-enhancing effects of atmospheric CO2 enrichment to be greatest when resource limitations and environmental stresses are most severe.SCI高被引摘要引言部分案例介绍论文的重点内容或研究范围emphasizing •Author(s): BESAG, J; GREEN, P; HIGDON, D; MENGERSEN, K•Title: BAYESIAN COMPUTATION AND STOCHASTIC-SYSTEMS•Source: STATISTICAL SCIENCE, 10 (1): 3-41 FEB 1995《统计科学》美国•SCI被引用296次•Abstract: Markov chain Monte Carlo (MCMC) methods have been used extensively in statistical physics over the last 40 years, in spatial statistics for the past 20 and in Bayesian image analysis over the last decade. In the last five years, MCMC has been introduced into significance testing, general Bayesian inference and maximum likelihood estimation. This paper presents basic methodology of MCMC, emphasizing the Bayesian paradigm, conditional probability and the intimate relationship with Markov random fields in spatial statistics.Hastings algorithms are discussed, including Gibbs, Metropolis and some other variations. Pairwise difference priors are described and are used subsequently in three Bayesian applications, in each of which there is a pronounced spatial or temporal aspect to the modeling. The examples involve logistic regression in the presence of unobserved covariates and ordinal factors; the analysis of agricultural field experiments, with adjustment for fertility gradients; and processing oflow-resolution medical images obtained by a gamma camera. Additional methodological issues arise in each of these applications and in the Appendices. The paper lays particular emphasis on the calculation of posterior probabilities and concurs with others in its view that MCMC facilitates a fundamental breakthrough in applied Bayesian modeling.SCI高被引摘要引言部分案例介绍论文的重点内容或研究范围focuses •Author(s): HUNT, KJ; SBARBARO, D; ZBIKOWSKI, R; GAWTHROP, PJ•Title: NEURAL NETWORKS FOR CONTROL-SYSTEMS - A SURVEY•Source: AUTOMA TICA, 28 (6): 1083-1112 NOV 1992《自动学》荷兰Elsevier•SCI被引用427次•Abstract:This paper focuses on the promise of artificial neural networks in the realm of modelling, identification and control of nonlinear systems. The basic ideas and techniques of artificial neural networks are presented in language and notation familiar to control engineers. Applications of a variety of neural network architectures in control are surveyed. We explore the links between the fields of control science and neural networks in a unified presentation and identify key areas for future research.SCI高被引摘要引言部分案例介绍论文的重点内容或研究范围focus•Author(s): Stuiver, M; Reimer, PJ; Bard, E; Beck, JW;•Title: INTCAL98 radiocarbon age calibration, 24,000-0 cal BP•Source: RADIOCARBON, 40 (3): 1041-1083 1998《放射性碳》美国SCI被引用2131次•Abstract: The focus of this paper is the conversion of radiocarbon ages to calibrated (cal) ages for the interval 24,000-0 cal BP (Before Present, 0 cal BP = AD 1950), based upon a sample set of dendrochronologically dated tree rings, uranium-thorium dated corals, and varve-counted marine sediment. The C-14 age-cal age information, produced by many laboratories, is converted to Delta(14)C profiles and calibration curves, for the atmosphere as well as the oceans. We discuss offsets in measured C-14 ages and the errors therein, regional C-14 age differences, tree-coral C-14 age comparisons and the time dependence of marine reservoir ages, and evaluate decadal vs. single-year C-14 results. Changes in oceanic deepwater circulation, especially for the 16,000-11,000 cal sp interval, are reflected in the Delta(14)C values of INTCAL98.SCI高被引摘要引言部分案例介绍论文的重点内容或研究范围emphasis •Author(s): LEBRETON, JD; BURNHAM, KP; CLOBERT, J; ANDERSON, DR•Title: MODELING SURVIV AL AND TESTING BIOLOGICAL HYPOTHESES USING MARKED ANIMALS - A UNIFIED APPROACH WITH CASE-STUDIES •Source: ECOLOGICAL MONOGRAPHS, 62 (1): 67-118 MAR 1992•《生态学论丛》美国•Abstract: The understanding of the dynamics of animal populations and of related ecological and evolutionary issues frequently depends on a direct analysis of life history parameters. For instance, examination of trade-offs between reproduction and survival usually rely on individually marked animals, for which the exact time of death is most often unknown, because marked individuals cannot be followed closely through time.Thus, the quantitative analysis of survival studies and experiments must be based oncapture-recapture (or resighting) models which consider, besides the parameters of primary interest, recapture or resighting rates that are nuisance parameters. 结构式摘要•T his paper synthesizes, using a common framework, these recent developments together with new ones, with an emphasis on flexibility in modeling, model selection, and the analysis of multiple data sets. The effects on survival and capture rates of time, age, and categorical variables characterizing the individuals (e.g., sex) can be considered, as well as interactions between such effects. This "analysis of variance" philosophy emphasizes the structure of the survival and capture process rather than the technical characteristics of any particular model. The flexible array of models encompassed in this synthesis uses a common notation. As a result of the great level of flexibility and relevance achieved, the focus is changed from fitting a particular model to model building and model selection.SCI摘要方法部分案例•方法部分•(1)介绍研究或试验过程,常用词汇有test,study, investigate, examine,experiment, discuss, consider, analyze, analysis等•(2)说明研究或试验方法,常用词汇有measure, estimate, calculate等•(3)介绍应用、用途,常用词汇有use, apply, application等SCI高被引摘要方法部分案例discusses介绍研究或试验过程•Author(s): LIANG, KY; ZEGER, SL; QAQISH, B•Title: MULTIV ARIATE REGRESSION-ANAL YSES FOR CATEGORICAL-DATA •Source:JOURNAL OF THE ROY AL STA TISTICAL SOCIETY SERIES B-METHODOLOGICAL, 54 (1): 3-40 1992《皇家统计学会志,B辑:统计方法论》•SCI被引用298•Abstract: It is common to observe a vector of discrete and/or continuous responses in scientific problems where the objective is to characterize the dependence of each response on explanatory variables and to account for the association between the outcomes. The response vector can comprise repeated observations on one variable, as in longitudinal studies or genetic studies of families, or can include observations for different variables.This paper discusses a class of models for the marginal expectations of each response and for pairwise associations. The marginal models are contrasted with log-linear models.Two generalized estimating equation approaches are compared for parameter estimation.The first focuses on the regression parameters; the second simultaneously estimates the regression and association parameters. The robustness and efficiency of each is discussed.The methods are illustrated with analyses of two data sets from public health research SCI高被引摘要方法部分案例介绍研究或试验过程examines•Author(s): Huo, QS; Margolese, DI; Stucky, GD•Title: Surfactant control of phases in the synthesis of mesoporous silica-based materials •Source: CHEMISTRY OF MATERIALS, 8 (5): 1147-1160 MAY 1996•SCI被引用643次《材料的化学性质》美国•Abstract: The low-temperature formation of liquid-crystal-like arrays made up of molecular complexes formed between molecular inorganic species and amphiphilic organic molecules is a convenient approach for the synthesis of mesostructure materials.This paper examines how the molecular shapes of covalent organosilanes, quaternary ammonium surfactants, and mixed surfactants in various reaction conditions can be used to synthesize silica-based mesophase configurations, MCM-41 (2d hexagonal, p6m), MCM-48 (cubic Ia3d), MCM-50 (lamellar), SBA-1 (cubic Pm3n), SBA-2 (3d hexagonal P6(3)/mmc), and SBA-3(hexagonal p6m from acidic synthesis media). The structural function of surfactants in mesophase formation can to a first approximation be related to that of classical surfactants in water or other solvents with parallel roles for organic additives. The effective surfactant ion pair packing parameter, g = V/alpha(0)l, remains a useful molecular structure-directing index to characterize the geometry of the mesophase products, and phase transitions may be viewed as a variation of g in the liquid-crystal-Like solid phase. Solvent and cosolvent structure direction can be effectively used by varying polarity, hydrophobic/hydrophilic properties and functionalizing the surfactant molecule, for example with hydroxy group or variable charge. Surfactants and synthesis conditions can be chosen and controlled to obtain predicted silica-based mesophase products. A room-temperature synthesis of the bicontinuous cubic phase, MCM-48, is presented. A low-temperature (100 degrees C) and low-pH (7-10) treatment approach that can be used to give MCM-41 with high-quality, large pores (up to 60 Angstrom), and pore volumes as large as 1.6 cm(3)/g is described.Estimates 介绍研究或试验过程SCI高被引摘要方法部分案例•Author(s): KESSLER, RC; MCGONAGLE, KA; ZHAO, SY; NELSON, CB; HUGHES, M; ESHLEMAN, S; WITTCHEN, HU; KENDLER, KS•Title:LIFETIME AND 12-MONTH PREV ALENCE OF DSM-III-R PSYCHIATRIC-DISORDERS IN THE UNITED-STA TES - RESULTS FROM THE NATIONAL-COMORBIDITY-SURVEY•Source: ARCHIVES OF GENERAL PSYCHIATRY, 51 (1): 8-19 JAN 1994•《普通精神病学纪要》美国SCI被引用4350次•Abstract: Background: This study presents estimates of lifetime and 12-month prevalence of 14 DSM-III-R psychiatric disorders from the National Comorbidity Survey, the first survey to administer a structured psychiatric interview to a national probability sample in the United States.Methods: The DSM-III-R psychiatric disorders among persons aged 15 to 54 years in the noninstitutionalized civilian population of the United States were assessed with data collected by lay interviewers using a revised version of the Composite International Diagnostic Interview. Results: Nearly 50% of respondents reported at least one lifetime disorder, and close to 30% reported at least one 12-month disorder. The most common disorders were major depressive episode, alcohol dependence, social phobia, and simple phobia. More than half of all lifetime disorders occurred in the 14% of the population who had a history of three or more comorbid disorders. These highly comorbid people also included the vast majority of people with severe disorders.Less than 40% of those with a lifetime disorder had ever received professional treatment,and less than 20% of those with a recent disorder had been in treatment during the past 12 months. Consistent with previous risk factor research, it was found that women had elevated rates of affective disorders and anxiety disorders, that men had elevated rates of substance use disorders and antisocial personality disorder, and that most disorders declined with age and with higher socioeconomic status. Conclusions: The prevalence of psychiatric disorders is greater than previously thought to be the case. Furthermore, this morbidity is more highly concentrated than previously recognized in roughly one sixth of the population who have a history of three or more comorbid disorders. This suggests that the causes and consequences of high comorbidity should be the focus of research attention. The majority of people with psychiatric disorders fail to obtain professional treatment. Even among people with a lifetime history of three or more comorbid disorders, the proportion who ever obtain specialty sector mental health treatment is less than 50%.These results argue for the importance of more outreach and more research on barriers to professional help-seekingSCI高被引摘要方法部分案例说明研究或试验方法measure•Author(s): Schlegel, DJ; Finkbeiner, DP; Davis, M•Title:Maps of dust infrared emission for use in estimation of reddening and cosmic microwave background radiation foregrounds•Source: ASTROPHYSICAL JOURNAL, 500 (2): 525-553 Part 1 JUN 20 1998 SCI 被引用2972 次《天体物理学杂志》美国•The primary use of these maps is likely to be as a new estimator of Galactic extinction. To calibrate our maps, we assume a standard reddening law and use the colors of elliptical galaxies to measure the reddening per unit flux density of 100 mu m emission. We find consistent calibration using the B-R color distribution of a sample of the 106 brightest cluster ellipticals, as well as a sample of 384 ellipticals with B-V and Mg line strength measurements. For the latter sample, we use the correlation of intrinsic B-V versus Mg, index to tighten the power of the test greatly. We demonstrate that the new maps are twice as accurate as the older Burstein-Heiles reddening estimates in regions of low and moderate reddening. The maps are expected to be significantly more accurate in regions of high reddening. These dust maps will also be useful for estimating millimeter emission that contaminates cosmic microwave background radiation experiments and for estimating soft X-ray absorption. We describe how to access our maps readily for general use.SCI高被引摘要结果部分案例application介绍应用、用途•Author(s): MALLAT, S; ZHONG, S•Title: CHARACTERIZATION OF SIGNALS FROM MULTISCALE EDGES•Source: IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 14 (7): 710-732 JUL 1992•SCI被引用508次《IEEE模式分析与机器智能汇刊》美国•Abstract: A multiscale Canny edge detection is equivalent to finding the local maxima ofa wavelet transform. We study the properties of multiscale edges through the wavelet。

英中文术语对照表(统计学习理论的本质-张学工译)

英中文术语对照表(统计学习理论的本质-张学工译)

统计学习理论的本质:英中文术语对照表来源:张学工译, VN Vapnik原著, 统计学习理论的本质, 清华大学出版社, 2000使用范围:南京师范大学计算机科学与技术学院研究生。

声明:任何人在其出版物使用或者上载到互连网都必须得到译者及出版社的许可。

AdaBoost algorithm (AdaBoost(自举)算法)163admissible structure (容许结构) 95algorithmic complexity (算法复杂度) 10annealed entropy (退火熵) 55ANOVA decomposition (ANOVA分解) 199a posteriori information (后验信息) 120a priori information (先验信息) 120approximately defined operator (近似定义的算子) 230 approximation rate (逼近速率) 98artificial intelligence (人工智能) 13axioms of probability theory (概率理论的公理) 60back propagation method (后向传播方法) 126basic problem of probability theory (概率论的基本问题) 62basic problem of statistics (统计学的基本问题) 63Bayesian approach (贝叶斯方法) 119Bayesian inference (贝叶斯推理) 34bound on the distance to the smallest risk (与最小风险的距离的界) 77 bound on the values of achieved risk (所得风险值的界) 77bounds on generalization ability of a learning machine (学习机器推广能力的界) 76canonical separating hyperplanes (标准分类超平面) 132capacity control problem (容量控制问题) 116cause-effect relation (因果关系) 9choosing the best sparse algebraic polynomial (选择最佳稀疏多项式)117choosing the degree of polynomial (选择多项式阶数) 116 classification error (分类错误) 19codebook (码本) 106complete (Popper's) nonfalsifiability (完全(波普)不可证伪性) 52 compression coefficient (压缩系数) 107consistency of inference (推理的一致性) 36constructive distribution-independent bound on the rate of convergence (构造性的不依赖于分布的收敛速度界) 69convolution of inner production (内积回旋) 140criterion of nonfalsifiability (不可证伪性判据) 47data smoothing problem (数据平滑问题) 209decision-making problem (决策选择问题) 296decision trees (决策树) 7deductive inference (演绎推理) 47density estimation problem (密度估计问题):parametric(Fisher-Wald) setting(参数化(Fisher-Wald)表示) 20nonparametric setting (非参数表示) 28discrepancy (差异) 18discriminant analysis (判别分析) 24discriminant function (判别函数) 25distribution-dependent bound on the rate of convergence (依赖于分布的收敛速度界) 69distribution-independent bound on the rate of convergence (不依赖于分布的收敛速度界) 69ΔΔ-margin separating hyperplane (间隔分类超平面) 132 empirical distribution function (经验分布函数) 28empirical processes (经验过程) 40empirical risk functional (经验风险泛函) 20empirical risk minimization inductive principle (经验风险最小化归纳原则) 20ensemble of support vector machines (支持向量机的组合) 163 entropy of the set of functions (函数集的熵) 42entropy on the set of indicator functions (指示函数集的熵) 42 equivalence classes (等价类) 292estimation of the values of a function at the given points (估计函数在给定点上的值) 292expert systems (专家系统) 7ε-insensitivity (ε不敏感性) 181ε-insensitive loss function (ε不敏感损失函数) 181feature selection problem (特征选择问题) 118function approximation (函数逼近) 98function estimation model (函数估计模型) 17Gaussian (高斯函数) 26generalized Glivenko-Cantelli problem (广义Glivenko-Cantelli问题)66generalized growth function (广义生长函数) 85generator random vectors (随机向量产生器) 17Glivenko-Cantelli problem (Glivenko-Cantelli问题) 66growth function (生长函数) 55Hamming distance (汉明距离) 104handwritten digit recognition (手写数字识别) 146hard threshold vicinity function (硬限邻域函数) 103hard vicinity function (硬领域函数) 269hidden Markov models (隐马尔可夫模型) 7hidden units (隐结点) 101Huber loss function (Huber损失函数) 183ill-posed problems (不适定问题): 9solution by variation method (变分方法解) 236solution by residual method (残差方法解) 236solution by quasi-solution method (拟解方法解) 236 independent trials (独立试验) 62inductive inference (归纳推理) 50inner product in Hilbert space (希尔伯特空间中的内积) 140 integral equations (积分方程):solution for exact determined equations (精确确定的方程的解)237solution for approximately determined equations (近似确定的方程的解) 237kernel function (核函数) 27Kolmogorov-Smirnov distribution (Kolmogorov-Smirnov分布) 87 Kulback-Leibler distance (Kulback-Leibler距离) 32Kuhn-Tücker conditions (库恩-塔克条件) 134Lagrangian multiplier (拉格朗日乘子) 133Lagrangian (拉格朗日函数) 133Laplacian (拉普拉斯函数) 277law of large number in the functional space (泛函空间中的大数定律)41law of large numbers (大数定律) 39law of large numbers in vector space (向量空间中的大数定律) 41 Lie derivatives (Lie导数) 20learning matrices (学习矩阵) 7least-squares method (最小二乘方法) 21least-modulo method (最小模方法) 182linear discriminant function (学习判别函数) 31linearly nonseparable case (线性不可分情况) 135local approximation (局部逼近) 104local risk minimization (局部风险最小化) 103locality parameter (局部性参数) 103loss-function (损失函数):for AdaBoost algorithm (AdaBoost算法的损失函数) 163for density estimation (密度估计的损失函数) 21for logistic regression (逻辑回归的损失函数) 156for pattern recognition (模式识别的损失函数) 21for regression estimation (回归估计的损失函数) 21 madaline(Madaline自适应学习机) 7main principle for small sample size problems (小样本数问题的基本原则) 28maximal margin hyperplane (最大间隔超平面) 131maximum likehood method (最大似然方法) 24McCulloch-Pitts neuron model (McCulloch-Pitts神经元模型) 2 measurements with the additive noise (加性噪声下的测量) 25 metric ε-entropy (ε熵度量) 44minimum description length principle (最小描述长度原则) 104 mixture of normal densities (正态密度的组合) 26National Institute of Standard and Technology (NIST) digit database (美国国家标准技术研究所(NIST)数字数据库) 173neural networks (神经网络) 126non-trivially consistent inference (非平凡一致推理) 36 nonparametric density estimation (非参数密度估计) 27normal discriminant function (正态判别函数) 31one-sided empirical process (单边经验过程) 40optimal separating hyperplane (最优分类超平面) 131overfitting phenomenon (过学习现象) 14parametric methods of density estimation (密度估计的参数方法) 24 partial nonfalsifiability (部分不可证伪性) 51Parzen's windows method (Parzen窗方法) 27pattern recognition problem (模式识别问题) 19perceptron (感知器) 1perceptron's stopping rule (感知器迭代终止规则) 6polynomial approximation of regression (回归的多项式逼近) 116 polynomial machine (多项式机器) 143potential nonfalsifiability (潜在不可证伪性) 53probability measure (概率测度) 59probably approximately correct (PAC) model (可能近似正确(PAC)模型) 13problem of demarcation (区分问题) 49pseudo-dimension (伪维) 90quadratic programming problem (二次规划问题) 133quantization of parameters (参数的量化) 110quasi-solution (拟解) 112radial basis function machine (径向基函数机器) 144random entropy (随机熵) 42radnom string (随机串) 10randomness concept (随机性概念) 10regression estimation problem (回归估计问题) 19regression function (回归函数) 19regularization theory (正则化理论) 9regularized functional (正则化泛函) 9reproducing kernel Hilbert space (再生核希尔伯特空间) 244 residual principle (残差原则) 236rigorous (distribution-dependent) bounds (严格(依赖于分布的)界) 85 risk functional (风险泛函) 18risk minimization from empirical data problem (基于经验数据最小化风险的问题) 20robust estimators (鲁棒估计) 26robust regression (鲁棒回归) 26Rosenblatt's algorithm (Rosenblatt算法) 5set of indicators (指示器集合) 73set of unbounded functions (无界函数集合) 77σ-algebra (σ代数) 60sigmoid function (S型(sigmoid)函数) 125small samples size (小样本数) 93smoothing kernel (平滑核) 100smoothness of functions (函数的平滑性) 100soft threshold vicinity function (软阈值领域函数) 103soft vicinity function (软领域函数) 269soft-margin separating hyperplane (软间隔分类超平面) 135spline function (样条函数):with a finite number of nodes (有限结点的样条函数) 194with an infinite number of nodes (无穷多结点的样条函数) 195 stochastic approximation stopping rule (随机逼近终止规则) 34 stochastic ill-posed problems (随机不适定问题) 113strong mode estimating a probability measure (强方式概率度量估计)63structural risk minimization principle (结构风险最小化原则) 94 structure (结构) 94structure of growth function (生长函数的结构) 79supervisor (训练器) 17support vector machines (支持向量机) 137support vectors (支持向量) 134support vector ANOVA decomposition (支持向量ANOVA分解) 199 SVM n approximation of the logistic regression (逻辑回归的SVM n逼近) 155SVM density estimator (SVM密度估计) 246SVM conditional probability estimator (SVM条件概率估计) 257 tails of distribution (分布的尾部) 78tangent distance (切距) 149training set (训练集) 18transductive inference (转导推理) 293Turing-Church thesis (Turing-Church理论) 177two layer neural networks machine (两层神经网络机器) 145two-sided empirical process (双边经验过程) 40U.S. Postal Service digit database (美国邮政数字数据库) 173 uniform one-sided convergence (一致单边收敛) 39uniform two-sided convergence (一致双边收敛) 39VC dimension of a set of indictor functions (指示函数集的VC维) 79 VC dimension of a set of real functions (实函数集的VC维) 81VC entropy (VC熵) 44VC subgraph (VC子图) 90vicinal risk minimization method(领域风险最小化) 268vicinity kernel(领域核):273one-vicinal kernel (单领域核) 273two-vicinal kernel (双领域核) 273VRM method (VRM方法):for pattern recognition (模式识别的VRM方法) 273for regression estimation (回归估计的VRM方法) 282for density estimation (密度估计的VRM方法) 284for conditional probability estimation (条件概率估计的VRM方法) 285for conditional density estimation (条件密度估计的VRM方法)286weak mode estimating a probability measure (弱方式概率度量估计)63weight decay procedure (权值衰减过程) 102。

统计学专业英语翻译

统计学专业英语翻译

汉译英Population 总体,样本总体sample 样本,标本parameter 限制因素median 中位数odd 奇数,单数even 偶数range 极差variance 方差standard deviation 标准差Covariance 协方差empty event 空事件product event 积事件conditional probability 条件概率Random variable 随机变量binominal distribution 二项式分布uniform distribution 均匀分布Poisson distribution 泊松分布residual 残差central limit theorem 中心极限定律英译汉descriptive statistics 描述统计学mathematical statistics 数理统计学inductive statistics 归纳统计学Inferential statistics 推断统计学dimension 维,维数continuous variable 连续变量ordinal variable 有序变量nominal variable 名义变量dichotomous 两分的;二歧的discrete variable 离散变量categorical variable 分类变量location 定位,位置,场所dispersion 分散mean 均值unimodal单峰的multimodal 多峰的chaotic 无秩序的grouped data 分组数据frequency distribution频数分布cumulative frequency 累加频数tallying 计算Uniformly distribution 均匀分布histogram 直方图frequency polygon 频率多边图rectangle 矩形Percentile 百分位数quartile 四分位数interquartile range 四分位数间距simple event 简单事件Compound event 复合事件mutually exclusive 互斥的,互补相交的complementary event 对立事件Independent 独立的joint probability function 联合概率函数jacobian雅克比行列式Law of large numbers大数定律point estimate 点估计estimate 估计值statistic 统计量optimality 最优性Unbiased estimate 无偏估计量efficient estimate 有偏估计量unbiasedness无偏性efficience有效性Consistent estimate 一致估计量asymptotic properties 渐近性质Confidence interval 置信区间interval estimation 区间估计null hypothesis 原假设alternative hypothesis 备择假设significance level 显著性水平power function 幂函数testing procedures 检验方法test statistic 检验统计量rejection region 拒绝区域acceptance region 接受区域critical region 临界区域first-derivatives 一阶导数second-derivatives 二阶导数Likelihood ratio 似然比dependent variable因变量unexplanatory variable未解释变量independent variable自变量Error term 误差项regression coefficients 回归系数Sum of squared residuals 残差平方和Marginal probability function 边际概率函数joint probability density function 联合概率密度函数Marginal probability density function边际概率密度函数stochastically independent 随机独立的Mutually independently distribution 相互独立的分布independently and identically distribution 独立同分布的likelihood function 似然函数maximum likelihood estimator 最大似然估计量maximum likelihood estimate 最大似然估计值log-likelihood function 对数似然函数ordinary least squares estimation/estimate/estimator 普通最小二乘估计/估计值/估计量linear unbiased estimator 线性无偏估计第三章、概念与符号[An index]把指数定义成是对一组相关变量之中变化进行测算的一个实数。

1章 绪论 统计描述

1章 绪论 统计描述
大到一个国家,小到一个人,统计数据都非常重要, 毫不夸张地讲,它直接影响着决策,而决策的好坏直接 影响到成败。迪斯雷利也好,马克·吐温也好,其意思 是嘲讽政治家操纵统计数据,剥夺公众的知情权。
I solemnly pledge myself before God and ily, to pass my life in purity and to practice my profession faithfully. I will abstain from whatever is deleterious and mischievous, and will not take or knowingly administer any harmful drug.
统计学关心的常常是总体参数的大小,其依据却是 统计量及其性质。
误差
实测值与真实值之差称误差(error),据产生的原因:
1、随机误差
A、随机误差的含义 它是一类不恒定的、随机性变化的的误差。在同一条
件下对同一对象反复进行测量,在消除或控制系统误差后, 每次测量结果仍会出现一些随机性变化(随机测量误差)。 抽样误差是其中的一种。
原来花的颜色与太阳光及花瓣反射、吸收光有
关。太阳光由7种色光组成,光的颜色不同,其热 效应也不同。有色不透明物体反射与他相同的光
适 者 ,吸收与它颜色不相同的光,黑色物体吸收各种 生 颜色的光。花瓣比较柔嫩,为了生存,避免受高 存 温伤害,它们吸收热效应较弱的光,而反射热效
应较强的光。这就是我们看到红、橙、黄色花多
问题: 哪个是“总体”?
南宁市某所医院所有的乙肝病人. 南宁市所有小学生. 药物毒理实验中所有的小鼠.
40
参数(parameter):是统计模型的特征指标,是对总体而言, 其大小是客观存在的,然而往往是未知的,如总体均数 (mean)和总体方差(variance);

充分统计量_完备统计量_指数分布族


为T X 的函数,而另一个仅为 x 的函数,与参数 无关,则T X 是 的充分统计量.
2.完备性
1)定义: F { p(x; ), },设 g(x) 是定义在样本空间 上的一个实函数,一般来
说,积分(如果存在) E[g(x)] g(x) p(x; )dx ( ),因此上述积分(数学
}
exp{
x2 2 2
x 2}
其中 c(, )
1 2
exp{
2 2 2
},
c1
(
,
)
2
, c2 (,
)
1 2
2
h(x) 1,T1(x) x,T2 (x) x2
伽玛分布族:
p ,
(x)
( )
x 1ex
exp{ x ( 1) ln x} ( )
c( , ) exp{c1( , )x c2 ( , ) ln x}, x 0
计 量 T T (X1, X2,, Xn ) 称 为 的 充 分 统 计 量 , 如 果 在 给 定 T 的 取 值 后 ,
X1, X 2 ,, X n 的条件与 无关.
即不包含关于参数的信息
2)定理 5.5.1(因子分解定理 Factorization Theorem):设总体概率函数为 f (x; ) ,
P
X
x
T
X
t
P
X P
x,T
T X
X t
t
P P T t
0.
也与 无关.因此,条件分布 f x t f x t 与无关,即T X 是的充分统计量.
必要性 设 T X 是 的充分统计量,由充分统计量的定义, P X x T X t 与
参数 无关,它是 x 的函数,记为 h x. 于是,对任意固定的 t ,当 x At 时,T x t

统计学习[The Elements of Statistical Learning]第二章习题


Proof “If there are multiple observation pairs xi, yi , = 1, . . . , Ni at each value of xi, the risk
is limited.”(Page 32) We should estimate the parameters θ in fθ by minimizing the residual sum-of-
squares, i.e. calculate argminθ
i
Ni =1
(fθ
(xi
)

yi
)2,
while
Ni
Ni
argmin
(yi − fθ(xi))2 = argmin
(yi2 − 2yi fθ(xi) + fθ(xi)2)
θ
i =1
θ
i =1
= argmin
θ
i
Ni
yi2 − 2Ni
=1
Ni =1
1
P (X = x|(mk)i, Gk) = 10 f (x; (mk)i, I/5)
(5)
10 1
P (X = x|mk, Gk) = 10 f (x; (mk)i, I/5)
(6)
i=1
The values of mk is unknown, so we should marginalize them out.
(3)
1
where
f (x; µ, σ2) = √ 1 e−(x−µ)2/(2σ2)
(4)
2πσ2
Then for each class 100 observations are generated as follows: for each observation, an (mk)i at random with probability 1/10 is picked, and then generated a N ((mk)i; I/5), thus leading to a mixture of Gaussian clusters for each class. So we have

对关于统计推断性质的十四个难以理解和有待澄清的问题的思考_下_

第20卷第1期2005年1月统计与信息论坛 Vol.20No.1Jan.,2005收稿日期:2004-06-25译者简介:朱 钰(1964-),男,山西省运城人,硕士,副教授,研究方向:应用统计。

【译 文】对关于统计推断性质的十四个难以理解和有待澄清的问题的思考(下)O.J.W.F.Kardaun 1,D.Salom é2,W.Schaafsma 2,A.G.M.Steerneman 2,J.C.Willems 2,4,D.R.Cox 3著(1.MPI f ür Plasmaphysik ,G arching ,德国;2.Groningen University ,荷兰;3.Nuffield College ,Oxford ,英国;4.University of Leuven ,比利时)朱 钰 译(西安财经学院统计学院,陕西西安710061)中图分类号:O212 文献标识码:A 文章编号:1007-3116(2005)01-0095-08十四、概率上限和概率下限在理论和实际中有什么作用? 由于具体的或认识上的概率的上、下限产生于不同的环境,短语概率“上限”和概率“下限”可以从不同的角度来解释。

在格罗宁根,从20世纪70年代中期以来,就有一种对后验概率构造置信区间的传统[126,4]。

在罗吉斯蒂回归中,即使对比例风险回归模型,也可得到类似的结果,见[70,17]。

标准误和置信限加深了评估中涉及的统计不确定性的印象。

除了这些统计不确定性外,还存在系统误差引起的不确定性:参数模型在某种程度上总是错误的。

因此将精力集中在这些统计不确定性上多少是一种误导。

然而在诊断本研究的第一个议题中所讨论的问题时它们能提供一些帮助,因为过度设定条件表现在过宽的上下限上。

在核聚变研究中,一个倍受关注的主题是获得一个能达到燃烧的热等离子体的可靠的概率估计,而热等离子体内部由阿尔法粒子带来的热量超过外部提供的热量。

统计学专业英语词汇

统计学专业英语词汇
A
Absolute deviation,绝对离差
Absolute number,绝对数
Absolute residuals,绝对残差
Acceleration array,加速度立体阵
Acceleration in an arbitrary direction,任意方向上的加速度
Acceleration normal,法向加速度
Counting,计数
Counts,计数/频数
Covariance,协方差
Covariant,共变
Cox Regression, Cox回归
Criteria for fitting,拟合准则
Criteria of least squares,最小二乘准则
Critical ratio,临界比
Critical region,拒绝域
Cluster analysis,聚类分析
Cluster sampling,整群抽样
Code,代码
Coded data,编码数据
Coding,编码
Coefficient of contingency,列联系数
Coefficient of determination,决定系数
Coefficient of multiple correlation,多重相关系数
Average,平均数
Average confidence interval length,平均置信区间长度
Average growth rate,平均增长率
B
Bar chart,条形图
Bar graph,条形图
Base period,基期
Bayes theorem,贝叶斯定理
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a r X i v :h e p -t h /9801053v 3 15 J a n 1998ULB–TH–98/02hep-th/9801053January 1998Statistical Entropy of the Four DimensionalSchwarzschild Black HoleR.Argurio,1F.Englert 2and L.Houart 3Service de Physique Th´e oriqueUniversit´e Libre de Bruxelles,Campus Plaine,C.P.225Boulevard du Triomphe,B-1050Bruxelles,BelgiumAbstractThe entropy of the four dimensional Schwarzschild black hole is derived by map-ping it onto a configuration of intersecting branes with four charges.This config-uration is obtained by performing several boosts and dualities on a neutral black brane of M-theory to which the Schwarzschild black hole is related by trivial com-pactification.The infinite boost limit is well-defined and corresponds to extremality where the intersecting brane configuration is a marginal one on which a standard microscopic counting of the entropy can be safely performed.The result reproduces exactly the Bekenstein-Hawking entropy of the four dimensional black hole.Recent progress in string theory and M-theory indicates that an understanding of fun-damental issues in black hole physics may well be within ing D-brane techniques a statistical explanation of the entropy for some black holes has been discovered.The entropy has been computed in terms of the degeneracy of D-brane configurations describ-ing in the weak coupling,charged black holes in the extremal and near-extremal limit [1,2,3,4,5,6,7].Unfortunately,this systematic approach cannot be applied directly to neutral Schwarzschild black holes.Microscopic considerations based on Matrix theory have however been discussed recently[8,9,10,11,12,13].Other considerations[14] involve a connection between the Schwarzschild black hole and the2+1dimensional BTZ black hole[15],which has been given a microscopic description in[16,17,18].A quantitative analysis of Schwarzschild black holes applying some M-theory con-cepts has been suggested in[19].It is proposed,following the idea of[20],to view a Schwarzschild black hole as a compactification of a black brane in11dimensional super-gravity and to relate it to a charged black hole with the same thermodynamic entropy. The charged black hole is obtained by subjecting the black brane to a boost[21]in un-compactified spacetime followed by Kaluza-Klein reduction on a different radius[20](see also[11]).In[19],a near extremal limit is defined,in which the Schwarzschild radius remains arbitrarily large at infinite boost.It is proposed to use this limit to obtain the entropy of Schwarzschild black holes from the microscopic entropy of the charged ones, viewed as systems of D-branes.This was applied to the seven dimensional black hole, mapped onto a near extremal system of D3-branes.In this letter we apply this proposal to four dimensional Schwarzschild black holes. In order to relate a four dimensional Schwarzschild black hole to a“countable”D-brane configuration,the procedure is more involved because we will have to perform several boosts and dualities[20].More precisely,each boost creates a(Ramond-Ramond)charge, and we will end up with a configuration of intersecting branes with four charges.In this case,the infinite boost limit leads exactly to extremality where the configuration is marginal and a standard microscopic counting of the entropy can be safely performed (because it is protected by BPS arguments).In this way the Bekenstein-Hawking entropy of the four dimensional Schwarzschild black hole is exactly recovered.The metric of a four dimensional Schwarzschild black hole is:ds2=−fdt2+f−1dr2+r2dΩ22,f=1−r02πL1 (6).(2) The Bekenstein-Hawking entropy of the black hole described by(1)is given by:S BH=πr20l9pr20.(3)We now consider this neutral black seven-brane in the framework of M-theory.Most generally,we recall the precise relation between the parameters of M-theory compactified on a circle S1(i.e.the eleven dimensional Planck length l p and the radius R)and the parameters of type IIA string theory,i.e.the string coupling g s and the string length l s≡√=8π6g2s l8s.(6)2πRUsing boosts(in a sense to be defined below)and dualities,we will map the above black brane onto a configuration of intersecting branes carrying4Ramond-Ramond charges. We will then show that there exists a limit in which the latter configuration approaches extremality in such a way that the statistical evaluation of its entropy is well-defined.We now proceed to the careful description of all the steps leading to thefinal con-figuration corresponding to the intersection D4∩D4∩D4∩D0,which is a marginal bound state in the extremal limit.Let z be a coordinate parametrizing the covering space of the S1factor of the compact space over which the neutral black brane is wrapped.We can now perform a boost of rapidityαin that direction.In the boosted frame,the length R is rescaled to the value:RR′=,g s→g s2πl sL iWe now uplift this IIA configuration to11dimensions.Note that this is a“new”M-theory in the sense that the Planck length is now a function ofαand the dependenceonαof the radius of compactification has changed.To create a second charge,we perform a boost of parameterβon the eleventh direc-tion.Following the same procedure as for thefirst boost,the radius of compactification ofthe new M-theory is rescaled by1/coshβ.After compactification,the resulting IIA con-figuration corresponds to the non-extremal version of the marginal bound state D41∩D02. We then T-dualize on theˆ1ˆ2ˆ5ˆ6directions,leading to a D41∩D42configuration.The first set of D4-branes lies now in theˆ3ˆ4ˆ5ˆ6directions.Uplifting to eleven dimension for the second time,the parameters now depend on thetwo boostsαandβ.We are now ready to create a third charge,performing a third boost of parameterγ.This results,after compactification and T-dualities overˆ1ˆ2ˆ3ˆ4,to a non-extremal con-figuration D41∩D42∩D43,lying respectively in theˆ1ˆ2ˆ5ˆ6,ˆ3ˆ4ˆ5ˆ6andˆ1ˆ2ˆ3ˆ4directions.A last uplift–boost–compactification procedure characterized by a boost parameterδleads to ourfinal configuration D41∩D42∩D43∩D04.The corresponding metric in the Einstein frame is(see e.g.[22,23,24]):ds2=−H−38βH−38δfdt2+H−38βH−38δ(dy21+dy22)+H58βH−38δ(dy23+dy24)+H−38βH58δ(dy25+dy26)+H58βH58δ(f−1dr2+r2dΩ22)(9)wheref=1−r0rsinh2α(10)and similarly for Hβ,Hγand Hδ.The non-trivial components of the RRfield strengths are:˜Fty1y2y5y6r=−∂r H−1αr0rcoshβsinhβ ,(11)˜Fty1y2y3y4r=−∂r H−1γr0rcoshδsinhδ ,where˜F6is the10dimensional Hodge dual of the4-form RRfield strength. The string coupling and string length of the type IIA theory in which this configuration is embedded are,in terms of the original quantities appearing in(2)and(3):ˆg s=4π12p2coshαcoshβcoshγ2,(12)ˆl2 s =13π7Rcoshαcoshβcoshγcoshδ(=l2s coshα...coshδ)(13)The lengths of thefinal6-torus over which the above configuration is wrapped are:ˆL1,2=22π1RL1,2coshαcoshγ,ˆL3,4=L3,4coshβcoshγ,(14)ˆL5,6=22π1RL5,6coshαcoshβ.We now compute the charge densities of the D-branes in this configuration:Q D41=133L21L22L3L4L25L26R5r0tanhα16πˆG10 ˆT2(1,2)×S2F4=π527l15p cosh3αcosh3βcosh3γcoshδ,Q D43=133L21L22L5L6R3r0tanhγ16πˆG10 ˆT6×S2⋆F2=πl9p coshαcoshβcoshγ.The charge densities above are normalized in such a way that the elementary D-branes have a charge density equal to their tension[25].The tensions of elementary D0and D4-branes are given by:T D0=133L1L2L5L6Rcoshαcoshβcoshγ(16)T D4=133L1L2L5L6R3cosh3αcosh3βcosh3γcoshδUsing(15)and(16),we can now compute the different numbers of constituent D-branes of each type:N1=Q D41T−1D4=πl9pr0tanhαN2=Q D42T−1D4=(2π)1l3pr0tanhβN3=Q D43T−1D4=(2π)1l3pr0tanhγ(17)N4=Q D04T−1D0=(2π)1l3pr0tanhδStrictly speaking,these numbers represent the number of branes only in the extremal limit,but can be interpreted more generally as the difference between the number ofbranes and anti-branes.Note that it is also possible to compute the numbers(17)by evaluating after every boost the number of D0branes created.Indeed,the numbers are strictly invariant under all the subsequent dualities and further boosts.We will now show that taking all the boost parameters to infinity with r0keptfixed is equivalent to taking the extremal limit on the intersecting D-brane configuration.In order to do this,we compute the ADM mass:M=πl9pr0cosh2α+cosh2β+cosh2γ+cosh2δM ext∼e−4α(20) Note that in the same limit both M and M ext go to zero as e−2α.However we have to take into account the formulas(12)and(13)which tell us thatˆg s remainsfinite andˆm s≡ˆl−1s goes to zero as e−2α.Thus the masses above arefinite in string units.Note also that forall the internal directions the ratioˆL i/ˆl s isfinite1.Despite the fact thatˆm s is vanishingly small in the limit discussed,we can neglect the massive string modes because the Hawking temperature goes to zero even faster.Indeed, we have:T H=11This result and thefiniteness ofˆg s imply that the string units and the Planck units in4dimensions are of the same order inα.the degeneracy of these momentum excitations can be computed as in[4].The statistical entropy is then given for large N’s by:S micro=2πl9p r20=πr20[5]C.V.Johnson,R.R.Khuri and R.C.Myers,“Entropy of4D Extremal Black Holes”,Phys.Lett.B378(1996)78;hep-th/9603061.[6]G.T.Horowitz,D.A.Lowe and J.M.Maldacena,“Statistical Entropy of Nonex-tremal Four-Dimensional Black Holes and U-Duality”,Phys.Rev.Lett.77(1996) 430;hep-th/9603195.[7]V.Balasubramanian and rsen,“On D-Branes and Black Holes in Four Dimen-sions”,Phys.Lett.B478(1996)199;hep-th/9604189.[8]T.Banks,W.Fischler,I.R.Klebanov and L.Susskind,“Schwarschild Black Holesfrom Matrix Theory”;hep-th/9709091.[9]I.R.Klebanov and L.Susskind,“Schwarzschild Black Holes in Various Dimensionsfrom Matrix Theory”;hep-th/9709108.[10]M.Li,“Matrix Schwarzschild Black Holes in Large N Limit”;hep-th/9710226.[11]G.T.Horowitz and E.M.Martinec,“Comments on Black Holes in Matrix Theory”;hep-th/9710217.[12]T.Banks,W.Fischler,I.R.Klebanov and L.Susskind,“Schwarzschild Black Holesin Matrix Theory II”;hep-th/9711005.[13]N.Ohta and J.-G.Zhou,“Euclidean Path Integral,D0-Branes and SchwarzschildBlack Holes in Matrix Theory”;hep-th/9801023.[14]K.Sfetsos and K.Skenderis,“Microscopic Derivation of the Bekenstein-HawkingEntropy Fomula for Non-Extremal Black Holes”;hep-th/9711138.[15]M.Ba˜n ados, C.Teitelboim and J.Zanelli,“The Black Hole in Three Dimen-sional Space-Time”,Phys.Rev.Lett.69(1992)1849;hep-th/9204099;M.Ba˜n ados, M.Henneaux,C.Teitelboim and J.Zanelli,“Geometry of the(2+1)Black Hole”, Phys.Rev.D48(1993)1506;gr-qc/9302012.[16]S.Carlip,“The Statistical Mechanics of the(2+1)-Dimensional Black Hole”,Phys.Rev.D51(1995)632;gr-qc/9409052;“The Statistical Mechanics of Three Dimen-sional Euclidean Black Hole”,Phys.Rev.D55(1997)878;gr-qc/9606043.[17]A.Strominger,“Black Hole Entropy From Near Horizon Microstates”;hep-th/9712251.[18]D.Birmingham,I.Sachs and S.Sen,“Entropy of Three-Dimensional Black Holes inString Theory”;hep-th/9801019.[19]F.Englert and E.Rabinovici,“Statistical Entropy of Schwarzschild Black Holes”;hep-th/9801048.[20]S.R.Das,S.D.Mathur,S.Kalyana Rama and P.Ramadevi,“Boosts,SchwarzschildBlack Holes and Absorption Cross-Sections in M-Theory”;hep-th/9711003. [21]A.A.Tseytlin,“On the Structure of Composite Black p-brane Configurations andRelated Black Holes”,Phys.Lett.B395(1997)24;hep-th/9611111.[22]M.Cvetiˇc and A.A.Tseytlin,“Non-Extreme Black Holes from Non-Extreme Inter-secting M-branes”,Nucl.Phys.B478(1996)181;hep-th/9606033.[23]I.Ya.Aref’eva,M.G.Ivanov and I.V.Volovich,“Non-extremal Intersecting p-branesin Various Dimensions”,Phys.Lett.B406(1997)44;hep-th/9702079.[24]N.Ohta,“Intersection Rules for Non-Extreme p-Branes”,Phys.Lett.B403(1997)218;hep-th/9702164.[25]J.Polchinski,“TASI Lectures on D-Branes”;hep-th/9611050.。

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