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Focusing on Bayesian methods and maximum entropy, this book shows how a few fundamental rules can be used to tackle a variety of problems in data analysis. Topics covered include reliability analysis, multivariate optimisation, least-squares and maximum likelihood, and more.
Maximum entropy method. --- Maximum principles (Mathematics) --- Engineering mathematics. --- Science --- Engineering --- Engineering analysis --- Mathematical analysis --- Differential equations, Partial --- Entropy maximization --- Entropy maximum principle --- Maximization, Entropy --- Entropy (Information theory) --- Mathematics. --- Mathematics --- Numerical solutions
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Environmental Exposure --- Environmental Pollutants --- Maximum Allowable Concentration --- Occupational Medicine --- Poisons --- analysis --- standards
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Water --- Agricultural pollution --- Water quality management --- Water quality management. --- Pollution --- Total maximum daily load --- Prevention --- Prevention. --- Total maximum daily load. --- Mississippi --- Water quality control --- Management --- Sewage disposal --- Water conservation --- Water-supply --- TMDL (Water pollution) --- Total maximum daily load for water pollutants --- Water quality --- Agricultural runoff --- Runoff, Agricultural --- Agriculture --- Hydrology --- Measurement --- Environmental aspects
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Stochastic processes --- Mathematical statistics --- Bayesian statistical decision theory --- Maximum entropy method --- Bayesian statistical decision theory. --- Maximum entropy method. --- Statistique bayésienne --- Entropie maximale, Méthode d' --- 519.5 --- Entropy maximization --- Entropy maximum principle --- Maximization, Entropy --- Entropy (Information theory) --- Maximum principles (Mathematics) --- Bayes' solution --- Bayesian analysis --- Statistical decision --- Engineering mathematics --- Science --- Principes du maximum (Mathématiques) --- Mathématiques de l'ingénieur --- Sciences --- Mathematics --- Mathématiques --- Statistique bayésienne. --- Entropie maximale, Méthode d'. --- 519.24 --- 519.24 Special statistical applications and models --- Special statistical applications and models --- Statistique bayésienne. --- Entropie maximale, Méthode d'.
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Operator theory --- 517.518 --- 51 <082.1> --- Metric theory of functions --- Mathematics--Series --- 517.518 Metric theory of functions --- Interpolation --- Linear operators --- Maximum entropy method --- Interpolation (mathématiques) --- Opérateurs linéaires --- Entropie maximale, Méthode d' --- Opérateurs, Théorie des --- Functional analysis --- Entropy maximization --- Entropy maximum principle --- Maximization, Entropy --- Entropy (Information theory) --- Maximum principles (Mathematics) --- Linear maps --- Maps, Linear --- Operators, Linear --- Approximation theory --- Numerical analysis --- Opérateurs linéaires. --- Entropie maximale, Méthode d'. --- Opérateurs, Théorie des.
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European Union --- Handicrafts --- Trade. --- Trade --- Remuneration. --- Remuneration --- Price policies --- Maximum prices --- Minimum prices --- social conditions --- Social policies --- Production functions --- surveys --- Diversification --- Adjustment of production --- Viet Nam --- Belgium
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Panel data econometrics has evolved rapidly over the last decade. Dynamic panel data estimation, non-linear panel data methods and the phenomenal growth in non-stationary panel data econometrics makes this an exciting area of research in econometrics. The 11th international conference on panel data held at Texas A&M University, College Station, Texas, June 2004, witnessed about 150 participants and 100 papers on panel data. This volume includes some of the papers presented at that conference and other solicited papers that made it through the refereeing process. Contributions to Economic Analysis was established in 1952. The series purpose is to stimulate the international exchange of scientific information. The series includes books from all areas of macroeconomics and microeconomics.
Econometrics. --- Panel analysis. --- AA / International- internationaal --- 303.5 --- Econometrics --- Panel analysis --- 330.015195 --- Panel studies --- Social sciences --- Statistics --- Economics, Mathematical --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek). --- Methodology --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek) --- Business & Economics --- Econometric models. --- Economics --- General. --- Mathematical models
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Religious studies --- Coleridge-Taylor, Samuel --- Coleridge, Samuel Taylor --- Engelse letterkunde --- Littérature anglaise --- Theologie --- Théologie --- Religion in literature. --- Coleridge, Samuel Taylor, --- Religion. --- Criticism and interpretation. --- Coleridge, Samuel Taylor, - 1772-1834 - Religion. --- Coleridge, Samuel Taylor, - 1772-1834 - Opus Maximum. --- Coleridge, Samuel Taylor, - 1772-1834 - Criticism and interpretation. --- Coleridge, Samuel Taylor, - 1772-1834
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Until now, students and researchers in nonparametric and semiparametric statistics and econometrics have had to turn to the latest journal articles to keep pace with these emerging methods of economic analysis. 'Nonparametric Econometrics' fills a major gap by gathering together the most up-to-date theory and techniques and presenting them in a remarkably straightforward and accessible format. The empirical tests, data, and exercises included in this textbook help make it the ideal introduction for graduate students and an indispensable resource for researchers. Nonparametric and semiparametric methods have attracted a great deal of attention from statisticians in recent decades. While the majority of existing books on the subject operate from the presumption that the underlying data is strictly continuous in nature, more often than not social scientists deal with categorical data--nominal and ordinal--in applied settings. The conventional nonparametric approach to dealing with the presence of discrete variables is acknowledged to be unsatisfactory. This book is tailored to the needs of applied econometricians and social scientists. Qi Li and Jeffrey Racine emphasize nonparametric techniques suited to the rich array of data types--continuous, nominal, and ordinal--within one coherent framework. They also emphasize the properties of nonparametric estimators in the presence of potentially irrelevant variables. 'Nonparametric Econometrics' covers all the material necessary to understand and apply nonparametric methods for real-world problems.
Econometrics --- Nonparametric statistics --- 330.0151954 --- econometrie --- regressie-analyse --- wiskundige statistiek --- 303.5 --- AA / International- internationaal --- 330.115 --- Distribution-free statistics --- Statistics, Distribution-free --- Statistics, Nonparametric --- Mathematical statistics --- Economics, Mathematical --- Statistics --- 330.115 Econometrie --- Econometrie --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek) --- Econometrics. --- Nonparametric statistics.
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This volume studies the dynamics of iterated holomorphic mappings from a Riemann surface to itself, concentrating on the classical case of rational maps of the Riemann sphere. This subject is large and rapidly growing. These lectures are intended to introduce some key ideas in the field, and to form a basis for further study. The reader is assumed to be familiar with the rudiments of complex variable theory and of two-dimensional differential geometry, as well as some basic topics from topology. This third edition contains a number of minor additions and improvements: A historical survey has been added, the definition of Lattés map has been made more inclusive, and the écalle-Voronin theory of parabolic points is described. The résidu itératif is studied, and the material on two complex variables has been expanded. Recent results on effective computability have been added, and the references have been expanded and updated. Written in his usual brilliant style, the author makes difficult mathematics look easy. This book is a very accessible source for much of what has been accomplished in the field.
Functions of complex variables --- Holomorphic mappings --- Riemann surfaces --- Fonctions d'une variable complexe --- Applications holomorphes --- Riemann, surfaces de --- Holomorphic mappings. --- Mappings, Holomorphic --- Functions of complex variables. --- Riemann surfaces. --- Surfaces, Riemann --- Functions --- Functions of several complex variables --- Mappings (Mathematics) --- Complex variables --- Elliptic functions --- Functions of real variables --- Absolute value. --- Addition. --- Algebraic equation. --- Attractor. --- Automorphism. --- Beltrami equation. --- Blaschke product. --- Boundary (topology). --- Branched covering. --- Coefficient. --- Compact Riemann surface. --- Compact space. --- Complex analysis. --- Complex number. --- Complex plane. --- Computation. --- Connected component (graph theory). --- Connected space. --- Constant function. --- Continued fraction. --- Continuous function. --- Coordinate system. --- Corollary. --- Covering space. --- Cross-ratio. --- Derivative. --- Diagram (category theory). --- Diameter. --- Diffeomorphism. --- Differentiable manifold. --- Disjoint sets. --- Disjoint union. --- Disk (mathematics). --- Division by zero. --- Equation. --- Euler characteristic. --- Existential quantification. --- Exponential map (Lie theory). --- Fundamental group. --- Harmonic function. --- Holomorphic function. --- Homeomorphism. --- Hyperbolic geometry. --- Inequality (mathematics). --- Integer. --- Inverse function. --- Irrational rotation. --- Iteration. --- Jordan curve theorem. --- Julia set. --- Lebesgue measure. --- Lecture. --- Limit point. --- Line segment. --- Linear map. --- Linearization. --- Mandelbrot set. --- Mathematical analysis. --- Maximum modulus principle. --- Metric space. --- Monotonic function. --- Montel's theorem. --- Normal family. --- Open set. --- Orbifold. --- Parameter space. --- Parameter. --- Periodic point. --- Point at infinity. --- Polynomial. --- Power series. --- Proper map. --- Quadratic function. --- Rational approximation. --- Rational function. --- Rational number. --- Real number. --- Riemann sphere. --- Riemann surface. --- Root of unity. --- Rotation number. --- Schwarz lemma. --- Scientific notation. --- Sequence. --- Simply connected space. --- Special case. --- Subgroup. --- Subsequence. --- Subset. --- Summation. --- Tangent space. --- Theorem. --- Topological space. --- Topology. --- Uniform convergence. --- Uniformization theorem. --- Unit circle. --- Unit disk. --- Upper half-plane. --- Winding number.
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