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Course Criteria
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3.00 Credits
Topics include pseudo-random numbers and tests for pseudo-randomness, sampling methods, direct methods, rejection sampling, variance reduction importance sampling, stochastic simulation methods, randomization tests, and the jackknife and the bootstrap. Additional topics such as Gibbs sampling, Markov chains, Monte-Carlo and EM algorithm may be covered. Prerequisites: STAT 453.
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3.00 Credits
Topics include probability spaces and probability calculus, random variables and their distribution functions, the calculus of expectations, characteristic functions and large sample theory. Prerequisites: MATH 251. Corequisites: MATH 251. Notes: Recommended: CMSC 203.
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3.00 Credits
Principles of statistical decision theory, theories of estimation and hypothesis testing, optimality, power functions, estimation by confidence intervals and decision-making. Prerequisites: STAT 451.
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3.00 Credits
Introduction to statistical computing and statistical computation packages: BMD and SPSS. Multiple regression and correlation analysis, analysis of variance and covariance, non-linear regression, contingency table analysis, design of experiments, and robust and non-parametric methods. Prerequisites: STAT 350 or 351, 355 or 453, or permission of the instructor. Notes: Approved by the Society of Actuaries to satisfy its Validation by Educational Experience (VEE) in Applied Statistical Methods.
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3.00 Credits
Topics include principles of experimental design, randomized designs and analysis of variance, Latin square designs, incomplete block designs, factorial designs, control charts for variables and attributes, cusum chart, acceptance sampling, response surface methodology and the Taguchi approach to parameter designs. Prerequisites: STAT 453.
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1.00 Credits
This brief course is intended to prepare students to take Society of Actuaries Exam Course P/1 Probability. Prerequisites: STAT 451.
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4.00 Credits
Under faculty direction, students will write a report dealing with statistical concepts or techniques utilized or implemented in internships, cooperative education or in the workplace. Prerequisites: Permission of instructor. Notes: This course is repeatable up to four times.
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3.00 Credits
The student will be required to prepare an exposition of either a significant area of statistics or of the results of a student research project. Typically, the former will be in connection with an upperdivision course the student has completed or independent study (STAT 499).
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4.00 Credits
Under this heading, a student may agree to a course with a particular faculty member on a topic not covered in the regular curriculum. The arrangements with the faculty member must be made before the student registers for the course.
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3.00 Credits
GEP/GFR: Meets AH. A theoretical introduction to the artistic and aesthetic aspects of theatre scenography, which includes the development of stage scenery, props and methodology. Lectures will cover the historical, conceptual and technical characteristics of set design. Students will read and analyze plays from the perspective of a designer and will supplement that study with practical experiences relating to department productions. Notes: Required for all theatre majors.
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