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STAT 301: Probability and Statistics I
3.00 Credits
Radford University
Three hours lecture. Prerequisites: MATH 152. Introduction to the basic concepts of probability. A survey of the most common probability distributions. Introduction to the use of statistical techniques with particular application to physical and biological sciences. Students who have received credit for STAT 410:411 cannot also receive credit for STAT 301:302.
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STAT 301:302: Probability and Statistics I and II
3.00 Credits
Radford University
Three hours lecture. Prerequisites: MATH 152. Introduction to the basic concepts of probability. A survey of the most common probability distributions. Introduction to the use of statistical techniques with particular application to physical and biological sciences. Students who have received credit for STAT 410:411 cannot also receive credit for STAT 301:302.
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STAT 301:302 - Probability and Statistics I and II
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STAT 302: Probability and Statistics II
3.00 Credits
Radford University
Three hours lecture. Prerequisites: MATH 152. Introduction to the basic concepts of probability. A survey of the most common probability distributions. Introduction to the use of statistical techniques with particular application to physical and biological sciences. Students who have received credit for STAT 410:411 cannot also receive credit for STAT 301:302.
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STAT 302 - Probability and Statistics II
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STAT 320: Methods of Non-Parametric Statistics
3.00 Credits
Radford University
Three hours lecture. Prerequisite: STAT 200 or 301. Examines distribution-free analogs of many classical statistical tests. Topics include tests based on binomial distribution, tests based on Fisher's method of randomization, goodness of fi t tests, two sample tests, and correlation procedures. Modern computer software will be used to analyze real world data.
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STAT 320 - Methods of Non-Parametric Statistics
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STAT 420: Modern Regression Analysis
3.00 Credits
Radford University
Three hours lecture. Prerequisite: STAT 302. Fundamental concepts in modern regression diagnostics. Choice of best subset model using cross validation methods. Study of collinearity and methods for combating collinearity. Use of residuals in regression diagnostics. Detection of high infl uence data points. Use of modern computer software.
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STAT 420 - Modern Regression Analysis
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STAT 421: Design of Experiments
3.00 Credits
Radford University
Three hours lecture. Prerequisite: STAT 302. Theory of analysis of variance and covariance; fi xed and random effects models; completely randomized design; randomized block design, Latin square design, factorials; splitplot design and response surface design.
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STAT 421 - Design of Experiments
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STAT 430: Statistical Packages
3.00 Credits
Radford University
Two hours lecture; two hours laboratory. Prerequisite: STAT 200 or 301. Consideration of statistical packages available at Radford University. Topics include accessing the system, editing, describing data sets via summary statistics and graphical displays, testing hypotheses in the normal theory one and two sample cases, simple linear regression and correlation. Both SAS and SPSS are studied.
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STAT 430 - Statistical Packages
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STAT 431: Statistical Consulting
3.00 Credits
Radford University
Three hours lecture. Prerequisites: STAT 302. Lectures will provide information on communication skills and the process of conducting a statistical consultation. Practical experience in applied statistics and statistical computing will be obtained by active participation in consultations and by working under faculty supervision with clients from the university community.
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STAT 431 - Statistical Consulting
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STAT 480: Topics in Statistics
3.00 Credits
Radford University
Three hours lecture. Prerequisite: Permission of instructor. Special topics in statistics, as student and faculty interest demands; syllabus is available each time the course is offered. Interested students should contact the department chairperson and the course instructor before registering. May be repeated for credit with a different topic.
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STAT 480 - Topics in Statistics
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STAT 488: Final Honors Project
2.00 - 3.00 Credits
Radford University
Prerequisites: Major in mathematics, enrollment in the Honors Academy, completion of all other Honors Academy requirements, a minimum 3.5 GPA in all courses and in mathematics and statistics, senior standing. Topics in statistics determined by the student, the faculty member with whom the student works and the department. In order to receive honors credit, a student must earn a grade of A or B for the fi nal project. Course may not be repeated. See Honors Academy on p. 88.
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STAT 488 - Final Honors Project
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