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STA 4502: Applied Nonparametric Statistics
3.00 Credits
Florida State University
Prerequisite: A statistics course above STA 1013 or instructor permission. Subsequent credit for STA 5507 is not permitted. Application of nonparametric tests, estimates, confidence intervals, and multiple comparison procedures.
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STA 4502 - Applied Nonparametric Statistics
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STA 4634: Applied Machine Learning
3.00 Credits
Florida State University
Prerequisite: STA 3032 or instructor permission. This course is a hands-on introduction to statistical methods for supervised, unsupervised, and semi-supervised learning. It explores fundamental techniques including but not limited to Support Vector Machines, Decision Trees, Linear Discriminant Analysis, Random Forests, Neural Networks, and different flavors of Boosting.
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STA 4634 - Applied Machine Learning
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STA 4664: Statistics for Quality and Productivity
3.00 Credits
Florida State University
Prerequisites: STA 4322 or instructor permission, as well as STA 2122 or STA 2171 or STA 3032 or STA 4442. Deming's ideas, graphical methods, control charts, and design of experiments for product and process improvement.
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STA 4664 - Statistics for Quality and Productivity
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STA 4702: Applied Multivariate Analysis
3.00 Credits
Florida State University
Prerequisite: STA 4203 or STA 4322. Subsequent credit for STA 5707 is not permitted. Principal components and factor analysis, canonical correlation, discriminant analysis, multivariate analysis of variance, multidimensional contingency tables, cluster analysis.
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STA 4702 - Applied Multivariate Analysis
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STA 4853: Time Series and Forecasting Methods
3.00 Credits
Florida State University
Prerequisites: QMB 3200 or equivalent, STA 2122, STA 2171, STA 3032, and knowledge of PCs or UNIX. Autoregressive, moving average, and mixed models; autocovariance and autocorrelation functions; model identification; forecasting techniques; seasonal model identification; estimation and forecasting, intervention and transfer function model identification; estimation and forecasting. Subsequent credit for STA 5856 is not permitted.
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STA 4853 - Time Series and Forecasting Methods
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STA 4905r: Directed Individual Study
2.00 Credits
Florida State University
May be repeated to a maximum of twelve semester hours.
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STA 4905r - Directed Individual Study
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STA 4930r: Selected Topics in Statistics, Probability, or Operations Research
2.00 Credits
Florida State University
May be repeated to a maximum of twelve semester hours.
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STA 4930r - Selected Topics in Statistics, Probability, or Operations Research
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STA 4970r: Honors Thesis in Statistics
3.00 Credits
Florida State University
Students selected by the University and the department honors programs may take this course. Consent of the thesis adviser is mandatory. May be repeated to a maximum of six semester hours.
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STA 4970r - Honors Thesis in Statistics
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SYA 4010: Sociological Theory
3.00 Credits
Florida State University
This course introduces the student to the kind of theory that has developed in the field of sociology since its foundation, moving through to the contemporary scene. Major theoretical fields, major theorists, and dominant theoretical issues that continue to be part of the sociological approach to explanation are covered.
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SYA 4300: Methods of Social Research
3.00 Credits
Florida State University
Broad coverage of research design, data collection, and data analysis. This is a required course for sociology majors.
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SYA 4300 - Methods of Social Research
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