degree program has five tracks: Applied Statistics Track, Computational Statistics Track, General Track, Machine Learning Track, and the Statistical Data Science Track. Prerequisite(s): MAT021A; MAT021B; MAT021C; MAT022A; consent of instructor. Sac State sits at 4-4 on the season, with the match against the Grizzlies serving as the Hornets' Big Sky opener. Regularization and cross validation; classification, clustering and dimension reduction techniques; nonparametric smoothing methods. Prerequisite(s): (STA013 C- or better or STA013Y C- or better or STA032 C- or better or STA100 C- or better); (MAT016B C- or better or MAT017B C- or better or MAT021B C- or better). Prerequisite(s): Two years of high school algebra or Mathematics D. Learning Activities: Lecture 1 hour(s), Web Virtual . Processing data in blocks. Visit ESPN for the team statistics of the UC Davis Aggies vs. UC Santa Barbara Gauchos NCAAW basketball game on March 2, 2023 Both the A.B. Hypothesis testing and confidence intervals for one and two means and proportions. including statistics, probability, game theory, and neurobiology. Statistics (General Option) . . B.S. Prerequisite(s): STA200A; or consent of instructor. Electives are chosen with and must be approved by the major advisor. Course Description: Multivariate normal and Wishart distributions, Hotellings T-Squared, simultaneous inference, likelihood ratio and union intersection tests, Bayesian methods, discriminant analysis, principal component and factor analysis, multivariate clustering, multivariate regression and analysis of variance, application to data. All rights reserved. Course Description: Measure-theoretic foundations, abstract integration, independence, laws of large numbers, characteristic functions, central limit theorems. Course Description: Special topics in Statistics appropriate for study at the graduate level. All rights reserved. Course Description: Numerical analysis; random number generation; computer experiments and resampling techniques (bootstrap, cross validation); numerical optimization; matrix decompositions and linear algebra computations; algorithms (markov chain monte carlo, expectation-maximization); algorithm design and efficiency; parallel and distributed computing. AP examinations presented with official scores of 3, 4 or 5 will receive units of college credit and, in specific instances, may be comparable to some lower-division courses. Electives should follow a coherent sequence in one single disciple where statistical methods and models are applied: at least three of them should cover the quantitative aspects of the discipline. Notes: These requirements were put into effect Fall 2020. UC Davis Health; School of Medicine; Betty Irene Moore School of Nursing; News; Careers; . Course Description: Focus on linear statistical models. 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Analysis, Big Data & High Performance Statistical Computing, Special Study for Advanced Undergraduates, Data Structures, Algorithms, & Programming, Numerical Analysis in Solution of Equations, Mathematics for Data Analytics & Decision Making. Concepts of correlation, regression, analysis of variance, nonparametrics. Course Description: Sampling, methods of estimation, bias-variance decomposition, sampling distributions, Fisher information, confidence intervals, and some elements of hypothesis testing. Models for experimental data, measures of dependence, large-sample theory, statistical estimation and inference. Statistics majors may receive either a Bachelor of Arts (A.B.) Course Description: Incomplete data; life tables; nonparametric methods; parametric methods; accelerated failure time models; proportional hazards models; partial likelihood; advanced topics. There are a few specific exceptions to this rule that are outlined in the . Regression. All rights reserved. The academic health system includes one of the country's best medical schools, a nationally ranked 627-bed acute-care teaching hospital . Concepts of randomness, probability models, sampling variability, hypothesis tests and confidence interval. Course Description: Introduction to computing for data analysis & visualization, and simulation, using a high-level language (e.g., R). Course Description: Multivariate normal distribution; Mahalanobis distance; sampling distributions of the mean vector and covariance matrix; Hotellings T2; simultaneous inference; one-way MANOVA; discriminant analysis; principal components; canonical correlation; factor analysis. For a current list of faculty and staff advisors, see Undergraduate Advising. UC Davis Health System encompasses the School of Medicine, School of Nursing, Practice Management Group, Medical Center and Research groups generating $1.6 billion in revenue and employing 13,000 . Please be cautious in drawing conclusions from this information. Analysis of incomplete tables. Featured Courses. Statistics majors may receive either a Bachelor of Arts or a Bachelor of Science degree. Prerequisite(s): Introductory statistics course; some knowledge of vectors and matrices. This track emphasizes statistical theory and is especially recommended as preparation for graduate study in statistics. Gateway to Statistical Data Science. Prerequisite(s): STA015C C- or better or STA106 C- or better or STA108 C- or better. Multidimensional tables and log-linear models, maximum likelihood estimation; tests of goodness-of-fit. The collection covers 1915-1981. Located in Sacramento, UC Davis Health is a major driver of economic prosperity in the region and Northern California, generating more than $3.4 billion in annual economic output and more than 20,000 jobs. Emphasis on concepts, methods and data analysis using SAS. Practical applications of widely-used designs, including dose-finding, comparative and cluster randomization designs. UC Davis General Admission . and the B.S. Statistics enables us to make inferences about entire populations, based on samples extracted from those populations. Regression. Course Description: Directed reading, research and writing, culminating in the completion of a senior honors thesis or project under direction of a faculty advisor. Probability models, statistical methods, and computational techniques are used in a great many fields, including the biological, physical, social, and health sciences, business, and engineering. Course Description: Topics from balanced and partially balanced incomplete block designs, fractional factorials, and response surfaces. . degree. 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Engineering, Bachelor of Science/Master of Science, Electrical & Computer Engineering, Master of Science, Electrical & Computer Engineering, Doctor of Philosophy, Electrical Engineering, Bachelor of Science, Environmental Policy & Management (Graduate Group), Environmental Policy & Management, Master of Science, Environmental Policy Analysis & Planning, Bachelor of Science, Environmental Policy Analysis & Planning, Minor, Environmental Science & Management, Bachelor of Science, Environmental Toxicology, Bachelor of Science, Evolution, Ecology & Biodiversity, Bachelor of Arts, Evolution, Ecology & Biodiversity, Bachelor of Science, Evolution, Ecology & Biodiversity, Minor, French & Francophone Studies, Master of Arts, French & Francophone Studies, Doctor of Philosophy, Gender, Sexuality, & Women's Studies, Bachelor of Arts, Gender, Sexuality, & Women's Studies, Minor, Latin American & Hemispheric Studies, Minor, Horticulture & Agronomy (Graduate Group), Horticulture & Agronomy, Master of Science, Horticulture & Agronomy, Doctor of Philosophy, Community & Regional Development, Bachelor of Science, Landscape Architecture, Bachelor of Science, Sustainable Environmental Design, Bachelor of Science, Hydrologic Sciences, Doctor of Philosophy, Biological Sciences, Bachelor of Arts, Individual, Biological Sciences, Bachelor of Science, Individual, Integrative Genetics & Genomics (Graduate Group), Integrative Genetics & Genomics, Master of Science, Integrative Genetics & Genomics, Doctor of Philosophy, Integrative Pathobiology (Graduate Group), Integrative Pathobiology, Master of Science, Integrative Pathobiology, Doctor of Philosophy, International Agricultural Development (Graduate Group), International Agricultural Development, Master of Science, Sustainable Agriculture & Food Systems, Bachelor of Science, Materials Science & Engineering, Bachelor of Science, Materials Science & Engineering, Master of Engineering, Materials Science & Engineering, Master of Science, Materials Science & Engineering, Doctor of Philosophy, Mathematical & Scientific Computation, Bachelor of Science, Mathematical Analytics & Operations Research, Bachelor of Science, Aerospace Science & Engineering, Bachelor of Science, Mechanical Engineering, Bachelor of Science, Mechanical & Aerospace Engineering, Master of Science, Mechanical & Aerospace Engineering, Doctor of Philosophy, Medieval & Early Modern Studies, Bachelor of Arts, Molecular & Medical Microbiology, Bachelor of Arts, Molecular & Medical Microbiology, Bachelor of Science, Middle East/South Asia Studies, Bachelor of Arts, Biochemistry & Molecular Biology, Bachelor of Science, Genetics & Genomics, Bachelor of Science, Molecular, Cellular, & Integrative Physiology (Graduate Group), Molecular, Cellular, & Integrative Physiology, Master of Science, Molecular, Cellular, & Integrative Physiology, Doctor of Philosophy, Native American Studies, Bachelor of Arts, Native American Studies, Doctor of Philosophy, 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International Relations, Bachelor of Arts, Political SciencePublic Service, Bachelor of Arts, Political Science, Master of Arts/Doctor of Jurisprudence, Preventive Veterinary Medicine (Graduate Group), Public Health Sciences, Doctor of Philosophy, Science & Technology Studies, Bachelor of Arts, Soils & Biogeochemistry (Graduate Group), Soils & Biogeochemistry, Master of Science, Soils & Biogeochemistry, Doctor of Philosophy, Transportation Technology & Policy (Graduate Group), Transportation Technology & Policy, Master of Science, Transportation Technology & Policy, Doctor of Philosophy, Viticulture & Enology, Bachelor of Science, Viticulture & Enology, Master of Science, Wildlife, Fish & Conservation Biology, Bachelor of Science, Wildlife, Fish & Conservation Biology, Minor, African American & African Studies (AAS), Agricultural & Environmental Chemistry (AGC), Agricultural & Environmental Technology (TAE), Anatomy, Physiology, & Cell Biology (APC), Applied Biological Systems 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