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An R Companion to Applied Regression is a broad introduction to the R statistical computing environment in the context of applied regression analysis. John Fox and Sanford Weisberg provide a step-by-step guide to using the free statistical software R, an emphasis on integrating statistical computing in R with the practice of data analysis, coverage of generalized linear models, and substantial web-based support materials.The Third Edition has been reorganized and includes a new chapter on mixed-effects models, new and updated data sets, and a de-emphasis on statistical programming, while retaining a general introduction to basic R programming. The authors have substantially updated both the car and effects packages for R for this edition, introducing additional capabilities and making the software more consistent and easier to use. They also advocate an everyday data-analysis workflow that encourages reproducible research. To this end, they provide coverage of RStudio, an interactive development environment for R that allows readers to organize and document their work in a simple and intuitive fashion, and then easily share their results with others. Also included is coverage of R Markdown, showing how to create documents that mix R commands with explanatory text. (provided by publisher)
Programming --- Mathematical statistics --- Regression analysis --- R (Computer program language) --- Data processing --- R (Computer program language). --- Data processing. --- Regression Analysis --- Mathematical Computing --- GNU-S (Computer program language) --- Domain-specific programming languages --- Computing, Statistical --- Mathematic Computing --- Statistical Programs, Computer Based --- Statistical Computing --- Computing, Mathematic --- Computing, Mathematical --- Computings, Mathematic --- Computings, Mathematical --- Computings, Statistical --- Mathematic Computings --- Mathematical Computings --- Statistical Computings --- Analysis, Regression --- Regression Diagnostics --- Statistical Regression --- Analyses, Regression --- Diagnostics, Regression --- Regression Analyses --- Regression, Statistical --- Regressions, Statistical --- Statistical Regressions --- #SBIB:303H520 --- #SBIB:303H61 --- #SBIB:303H4 --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Wiskundige methoden en technieken --- Informatica in de sociale wetenschappen --- Regression analysis - Data processing
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Numerical analysis --- Engineering mathematics --- Biomedical engineering --- Biomedical engineering. --- Engineering mathematics. --- Numerical analysis. --- Mathematical Computing. --- Models, Theoretical. --- Biomedical Engineering --- Mathematical Concepts. --- methods. --- Engineering analysis --- Clinical engineering --- Medical engineering --- Concept, Mathematical --- Concepts, Mathematical --- Mathematical Concept --- Mathematical Concepts --- methods --- Engineering, Biomedical --- Clinical Engineering --- Engineering, Clinical --- Mathematical analysis --- Bioengineering --- Biophysics --- Engineering --- Medicine --- Biomedical Technology --- Experimental Model --- Experimental Models --- Mathematical Model --- Model, Experimental --- Models (Theoretical) --- Models, Experimental --- Models, Theoretic --- Theoretical Study --- Mathematical Models --- Model (Theoretical) --- Model, Mathematical --- Model, Theoretical --- Models, Mathematical --- Studies, Theoretical --- Study, Theoretical --- Theoretical Model --- Theoretical Models --- Theoretical Studies --- Computer Simulation --- Systems Theory --- Computing, Statistical --- Mathematic Computing --- Statistical Programs, Computer Based --- Statistical Computing --- Computing, Mathematic --- Computing, Mathematical --- Computings, Mathematic --- Computings, Mathematical --- Computings, Statistical --- Mathematic Computings --- Mathematical Computings --- Statistical Computings --- Civil Engineering --- Applied Mathematics
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Physical Exertion. --- Mathematical Computing. --- Physical Fitness. --- 796.012 --- Physical education and training --- -Physical fitness --- -Endurance, Physical --- Fitness, Physical --- Physical endurance --- Physical stamina --- Stamina, Physical --- Exercise --- Health --- Sports sciences --- Athletic training --- Education, Physical --- P.E. (Physical education) --- PE (Physical education) --- Phy ed --- Phys ed --- Physical culture --- Physical training --- Sports --- Sports training --- Training, Physical --- Education --- Athletics --- Gymnastics --- Computing, Statistical --- Mathematic Computing --- Statistical Programs, Computer Based --- Statistical Computing --- Computing, Mathematic --- Computing, Mathematical --- Computings, Mathematic --- Computings, Mathematical --- Computings, Statistical --- Mathematic Computings --- Mathematical Computings --- Statistical Computings --- Physical Effort --- Effort, Physical --- Efforts, Physical --- Exertion, Physical --- Exertions, Physical --- Physical Efforts --- Physical Exertions --- Ergometry --- Movement and motor functions: tests and measurement --- Evaluation --- Testing --- Training --- -Movement and motor functions: tests and measurement --- 796.012 Movement and motor functions: tests and measurement --- -SMV:Verenigde Staten Amerika --- SMV:agogiek --- SMV:training --- Endurance, Physical --- Physical fitness --- Mathematical Computing --- Physical Exertion --- Physical Fitness --- SMV:Verenigde Staten Amerika --- Physical capacity --- Ability --- Anthropometry --- Ability testing --- Exercise Test
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Biomedical Engineering --- Electrophysiology --- Mathematical Computing. --- Signal Processing, Computer-Assisted. --- Signal processing. --- methods. --- Mathematics. --- Signal processing --- Mathematical Computing --- Signal Processing, Computer-Assisted --- Digital Signal Processing --- Signal Interpretation, Computer-Assisted --- Signal Processing, Digital --- Computer-Assisted Signal Interpretation --- Computer-Assisted Signal Interpretations --- Computer-Assisted Signal Processing --- Interpretation, Computer-Assisted Signal --- Interpretations, Computer-Assisted Signal --- Signal Interpretation, Computer Assisted --- Signal Interpretations, Computer-Assisted --- Signal Processing, Computer Assisted --- Fetal Monitoring --- Monitoring, Physiologic --- Data Compression --- Computing, Statistical --- Mathematic Computing --- Statistical Programs, Computer Based --- Statistical Computing --- Computing, Mathematic --- Computing, Mathematical --- Computings, Mathematic --- Computings, Mathematical --- Computings, Statistical --- Mathematic Computings --- Mathematical Computings --- Statistical Computings --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Animal electricity --- Bioelectricity --- Electricity, Animal --- Electrobiology --- Neurology --- Physiology --- Electricity --- Mathematics --- methods --- Physiological effect --- Methods.
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Nanoparticles. --- Nano-particles --- NPs (Nanoparticles) --- Nanoscale particles --- Nanostructured materials --- Particles --- Software. --- Mathematical Computing. --- Computing, Statistical --- Mathematic Computing --- Statistical Programs, Computer Based --- Statistical Computing --- Computing, Mathematic --- Computing, Mathematical --- Computings, Mathematic --- Computings, Mathematical --- Computings, Statistical --- Mathematic Computings --- Mathematical Computings --- Statistical Computings --- Computer Applications Software --- Computer Programs and Programming --- Computer Software Applications --- Computer Programs --- Computer Software --- Software Engineering --- Software Tools --- Application, Computer Software --- Applications Software, Computer --- Applications Softwares, Computer --- Applications, Computer Software --- Computer Applications Softwares --- Computer Program --- Computer Software Application --- Engineering, Software --- Program, Computer --- Programs, Computer --- Software Application, Computer --- Software Applications, Computer --- Software Tool --- Software, Computer --- Software, Computer Applications --- Softwares, Computer Applications --- Tool, Software --- Tools, Software --- Search Engine --- Nanocrystalline Materials --- Nanocrystals --- Material, Nanocrystalline --- Materials, Nanocrystalline --- Nanocrystal --- Nanocrystalline Material --- Nanoparticle --- Porous materials --- Nanoparticles --- Python (Computer program language) --- Porosity --- Permeability --- Materials Science --- Software --- Mathematical Computing --- Mathematical models. --- MATLAB.
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Genetic algorithms --- Artificial intelligence --- Evolutionary computation --- Evolution --- Mathematical Computing --- Models, Genetic --- Models, Theoretical --- Artificial intelligence. --- Evolutionary computation. --- Genetic algorithms. --- Algoritmen. --- Zoekstrategieën. --- Computermethoden. --- Datenverarbeitung --- Zeitschrift --- Online-Ressource --- Künstliche Intelligenz --- Mathematical Computing. --- Models, Genetic. --- Biological Evolution. --- Models, Theoretical. --- Natural Computation. --- Computerunterstützte Intelligenz --- Maschinelle Intelligenz --- KI --- Netzpublikation --- Online-Publikation --- Computerdatei im Fernzugriff --- Online-Dokument --- On-line-Dokument --- On-line-Publikation --- Periodikum --- Zeitschriften --- ADV --- Automatische Datenverarbeitung --- Automatisierte Datenverarbeitung --- EDV --- Elektronische Datenverarbeitung --- Abstammung --- GAs (Algorithms) --- Genetic searches (Algorithms) --- Experimental Model --- Experimental Models --- Mathematical Model --- Model, Experimental --- Models (Theoretical) --- Models, Experimental --- Models, Theoretic --- Theoretical Study --- Mathematical Models --- Model (Theoretical) --- Model, Mathematical --- Model, Theoretical --- Models, Mathematical --- Studies, Theoretical --- Study, Theoretical --- Theoretical Model --- Theoretical Models --- Theoretical Studies --- Genetic Models --- Genetic Model --- Model, Genetic --- Computation, Evolutionary --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Computing, Statistical --- Mathematic Computing --- Statistical Programs, Computer Based --- Statistical Computing --- Computing, Mathematic --- Computing, Mathematical --- Computings, Mathematic --- Computings, Mathematical --- Computings, Statistical --- Mathematic Computings --- Mathematical Computings --- Statistical Computings --- Evolution, Biological --- Intelligenz --- Elektronische Publikation --- Presse --- Fortlaufendes Sammelwerk --- Automation --- Computer --- Datentechnik --- Informatik --- Entwicklung --- Phylogenetik --- Evolutionsbiologie --- Algorithms --- Combinatorial optimization --- Genetic programming (Computer science) --- Learning classifier systems --- Computer Simulation --- Systems Theory --- Neural networks (Computer science) --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers --- Sociobiology --- Computerunterstützte Intelligenz
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Numerical PDE Analysis of Retinal Neovascularization Mathematical Model Computer Implementation in R provides a methodology for the analysis of neovascularization (formation of blood capillaries) in the retina. It describes the starting point-a system of three partial differential equations (PDEs)-that define the evolution of (1) capillary tip density, (2) blood capillary density and (3) concentration of vascular endothelial growth factor (VEGF) in the retina as a function of space (distance along the retina), x, and time, t, the three PDE dependent variables for (1), (2) and (3), and designated as u1(x, t), u2(x, t), u3(x, t), amongst other topics.--
Differential equations, Partial. --- Neovascularization --- Retina --- R (Computer program language) --- Retinal Neovascularization. --- Models, Theoretical. --- Computer Simulation. --- Mathematical Computing. --- Mathematical models. --- Blood-vessels. --- Computing, Statistical --- Mathematic Computing --- Statistical Programs, Computer Based --- Statistical Computing --- Computing, Mathematic --- Computing, Mathematical --- Computings, Mathematic --- Computings, Mathematical --- Computings, Statistical --- Mathematic Computings --- Mathematical Computings --- Statistical Computings --- Computerized Models --- In Silico --- Computer Models --- Models, Computer --- Computer Model --- Computer Simulations --- Computerized Model --- In Silicos --- Model, Computer --- Model, Computerized --- Models, Computerized --- Silico, In --- Silicos, In --- Simulation, Computer --- Simulations, Computer --- Experimental Model --- Experimental Models --- Mathematical Model --- Model, Experimental --- Models (Theoretical) --- Models, Experimental --- Models, Theoretic --- Theoretical Study --- Mathematical Models --- Model (Theoretical) --- Model, Mathematical --- Model, Theoretical --- Models, Mathematical --- Studies, Theoretical --- Study, Theoretical --- Theoretical Model --- Theoretical Models --- Theoretical Studies --- Computer Simulation --- Systems Theory --- Neovascularization, Optic Disc --- Neovascularization, Retinal --- Optic Disc Neovascularization --- Optic Disk Neovascularization --- Sea Fan Neovascularization --- Disk Neovascularization, Optic --- Neovascularization, Optic Disk --- Neovascularization, Sea Fan --- Optic Disc Neovascularizations --- Optic Disk Neovascularizations --- Sea Fan Neovascularizations --- GNU-S (Computer program language) --- Domain-specific programming languages --- Blood-vessels --- Partial differential equations --- Growth
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Quantitative methods in social research --- Computer. Automation --- Statistics as Topic. --- Mathematical Computing. --- Software. --- 681.3*G3 --- #WBIB:dd.Lic.L.De Busschere --- Academic collection --- #SBIB:303H4 --- Computers --- Computers in het onderwijs (automatisering in het onderwijs) --- Psychologische statistiek --- Computer Applications Software --- Computer Programs and Programming --- Computer Software Applications --- Computer Programs --- Computer Software --- Software Engineering --- Software Tools --- Application, Computer Software --- Applications Software, Computer --- Applications Softwares, Computer --- Applications, Computer Software --- Computer Applications Softwares --- Computer Program --- Computer Software Application --- Engineering, Software --- Program, Computer --- Programs, Computer --- Software Application, Computer --- Software Applications, Computer --- Software Tool --- Software, Computer --- Software, Computer Applications --- Softwares, Computer Applications --- Tool, Software --- Tools, Software --- Search Engine --- Computing, Statistical --- Mathematic Computing --- Statistical Programs, Computer Based --- Statistical Computing --- Computing, Mathematic --- Computing, Mathematical --- Computings, Mathematic --- Computings, Mathematical --- Computings, Statistical --- Mathematic Computings --- Mathematical Computings --- Statistical Computings --- Area Analysis --- Correlation Studies --- Correlation Study --- Correlation of Data --- Data Analysis --- Estimation Technics --- Estimation Techniques --- Indirect Estimation Technics --- Indirect Estimation Techniques --- Multiple Classification Analysis --- Service Statistics --- Statistical Study --- Statistics, Service --- Tables and Charts as Topic --- Analyses, Area --- Analyses, Data --- Analyses, Multiple Classification --- Analysis, Area --- Analysis, Data --- Analysis, Multiple Classification --- Area Analyses --- Classification Analyses, Multiple --- Classification Analysis, Multiple --- Data Analyses --- Data Correlation --- Data Correlations --- Estimation Technic --- Estimation Technic, Indirect --- Estimation Technics, Indirect --- Estimation Technique --- Estimation Technique, Indirect --- Estimation Techniques, Indirect --- Indirect Estimation Technic --- Indirect Estimation Technique --- Multiple Classification Analyses --- Statistical Studies --- Studies, Correlation --- Studies, Statistical --- Study, Correlation --- Study, Statistical --- Technic, Estimation --- Technic, Indirect Estimation --- Technics, Estimation --- Technics, Indirect Estimation --- Technique, Estimation --- Technique, Indirect Estimation --- Techniques, Estimation --- Techniques, Indirect Estimation --- Probability and statistics: probabilistic algorithms (including Monte Carlo);random number generation; statistical computing; statistical software (Mathematics of computing) --- Informatica in de sociale wetenschappen --- 681.3*G3 Probability and statistics: probabilistic algorithms (including Monte Carlo);random number generation; statistical computing; statistical software (Mathematics of computing) --- Statistics as Topic --- Mathematical Computing --- Software
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