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Quantile regression has emerged as an essential statistical tool of contemporary empirical economics and biostatistics. Complementing classical least squares regression methods which are designed to estimate conditional mean models, quantile regression provides an ensemble of techniques for estimating families of conditional quantile models, thus offering a more complete view of the stochastic relationship among variables. This volume collects 12 outstanding empirical contributions in economics and offers an indispensable introduction to interpretation, implementation, and inference aspects of quantile regression.
Distribution (Probability theory) --- Economics --- Regression analysis. --- Statistical methods. --- Quantitative methods (economics) --- Mathematical statistics --- Econometrics. --- Labor economics. --- Public finance. --- Statistics . --- Labor Economics. --- Public Economics. --- Statistics for Business, Management, Economics, Finance, Insurance. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Cameralistics --- Public finance --- Public finances --- Currency question --- Economics, Mathematical --- Statistics --- Economics - Statistical methods.
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This book constitutes the refereed post-conference proceedings of the Third International Conference on AI-assisted Solutions for COVID-19 and Biometrical Applications in Smart Cities, AISCOVID-19 2022, held in November 2022 in Braga, Portugal. The 8 full papers of AISCOVID-19 2022 were carefully selected from 21 submissions and present a comprehensive and up-to-date look at the intersection of COVID-19, big data, machine learning, deep learning, and healthcare. The theme of AISCOVID-19 2022 was Healthcare effective and efficient Solutions for COVID-19 that can be achieved using Artificial Intelligence and Computer-Assisted paradigms.
Information retrieval --- Ergodic theory. Information theory --- Mathematical control systems --- Programming --- Computer architecture. Operating systems --- Information systems --- Computer. Automation --- coderen --- applicatiebeheer --- apps --- informatica --- informatiesystemen --- medische informatica --- informatietechnologie --- architectuur (informatica) --- informatietheorie
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Nonlinear Dynamics and Complex Systems describes chaos, fractal, and stochasticities within celestial mechanics, financial systems, and biochemical systems. Part I discusses methods and applications in celestial systems and new results in such areas as low energy impact dynamics, low-thrust planar trajectories to the moon and earth-to-halo transfers in the sun, earth and moon. Part II presents the dynamics of complex systems including bio-systems, neural systems, chemical systems, and hydro-dynamical systems. Finally, Part III covers economic and financial systems including market uncertainty, inflation, economic activity, and foreign competition and the role of nonlinear dynamics in each. The book also: Presents, for the first time in one volume, methods and applications that can be used to analyze celestial systems Shows how nonlinear dynamics can be used to analyze complex biological systems and address problems such as waste disposal, the biological impact of transportation systems on oceans, and predicting climate zone fluctuations and potential impacts on farming and other agricultural activities Discusses the role that dynamics and complex systems play in the economic and financial systems especially as related to inflation, international markets and uncertainty Nonlinear Dynamics and Complex Systems is an ideal book for scholars, researchers, and advanced technical members of industrial laboratory facilities interested in using nonlinear physics and mathematics to develop new tools and products.
Classical mechanics. Field theory --- Engineering sciences. Technology --- Computer science --- informatica --- informaticaonderzoek --- mechanica --- dynamica
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Nonlinear Systems and Methods For Mechanical, Electrical and Biosystems presents topics observed at the 3rd Conference on Nonlinear Science and Complexity(NSC), focusing on energy transfer and synchronization in hybrid nonlinear systems. The studies focus on fundamental theories and principles,analytical and symbolic approaches, computational techniques in nonlinear physical science and mathematics. Broken into three parts, the text covers: Parametrical excited pendulum, nonlinear dynamics in hybrid systems, dynamical system synchronization and (N+1) body dynamics as well as new views different from the existing results in nonlinear dynamics. Mathematical methods for dynamical systems including conservation laws, dynamical symmetry in nonlinear differential equations and invex energies. Nonlinear phenomena in physical problems such as solutions, complex flows, chemical kinetics, Toda lattices and parallel manipulator. This book is useful to scholars, researchers and advanced technical members of industrial laboratory facilities developing new tools and products.
Classical mechanics. Field theory --- Matter physics --- Engineering sciences. Technology --- Planning (firm) --- Computer science --- eenheden --- informatica --- mathematische modellen --- informaticaonderzoek --- fysica --- dynamica
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Fractional Dynamics and Control provides a comprehensive overview of recent advances in the areas of nonlinear dynamics, vibration and control with analytical, numerical, and experimental results. This book provides an overview of recent discoveries in fractional control, delves into fractional variational principles and differential equations, and applies advanced techniques in fractional calculus to solving complicated mathematical and physical problems.Finally, this book also discusses the role that fractional order modeling can play in complex systems for engineering and science. Discusses how fractional dynamics and control can be used to solve nonlinear science and complexity issues Shows how fractional differential equations and models can be used to solve turbulence and wave equations in mechanics and gravity theories and Schrodinger's equation Presents factional relaxation modeling of dielectric materials and wave equations for dielectrics Develops new methods for control and synchronization of factional dynamical systems Fractional Dynamics and Control is an ideal book for scholars, researchers and advanced technical members of industrial laboratory facilities, for developing new tools and products in the field of nonlinear dynamics and control.
Classical mechanics. Field theory --- Engineering sciences. Technology --- Computer science --- informatica --- informaticaonderzoek --- dynamica
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Production engineering. --- Manufacturing engineering --- Process engineering --- Industrial engineering --- Mechanical engineering
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The13thPortugueseConferenceonArti?cialIntelligence,EPIA2007,tookplace in the old city of Guimara Ëes and was sponsored by the University of Minho and APPIA, the Portuguese Association for Arti?cial Intelligence. The city of Guimaraes Ë is classi?ed as a UNESCO World Cultural Heritage, being located in the North of Portugal,in the Minho Region,approximately350 Km northof the capital,Lisbon,andabout50Kmfromthesecondlargestcity,thecityofOporto. Guimara Ëes has its origin in times previous to the foundation of the Portuguese nationality, the place where Portugal was born in the twelveth century. It is proudly referred to as the Cradle of the Nation. EPIA was ?rstly held in the city of Oporto, in 1985. Its purpose was to promote the research in arti?cial intelligence (AI) and the scienti?c exchange among AI researchers, practitioners, scientists and engineers. The conference is devoted to all areas of arti?cial intelligence and covers both theoretical and foundational issues as well as applications. As in previous editions, the program wasprearrangedintermsofworkshopsdedicatedtospeci?cthemesofAI,invited lectures, tutorials and sessions, all selected according to the highest standards. Theprogramoftheconferenceincludedforthe?rsttimeaDoctoralSymposium. A total of 11 workshops were considered, following the guidelines of the - ganizing and Advisory Committees. The list includes workshopsheld in the p- vious edition, such as GAIW, BAOSW07, IROBOT07, MASTA07, TEMA07, and ALEA, rearrangements of previous ones, such as CMBSB, and novel ones such as AIASTS, AmITA, BI07 and STCS.
Computer science --- Programming --- Information systems --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- IR (information retrieval) --- informatica --- programmeren (informatica) --- database management --- robots
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