Related Courses
Civil and Environmental Engineering
360 Risk Assessment and Management. Spring
Fundamentals of integrated risk assessment and risk-based decision
analysis. Stochastic models of natural and man-made hazards. Evaluation
of failure chances and consequences. Decision criteria; acceptable risk.
Risk control based on event tree, fault tree, system reliability, and random
processes in space and time. Issues in risk-based regulation, liability,
and insurance. Case studies involving energy-related technologies, the
environment, civil infrastructure, and financial risk. Prerequisite: 245.
E. H. Vanmarcke.
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Economics
300 Introduction to Econometric Methods
303 Introduction to Econometric Methods: A Mathematical Approach.
Fall QR
An introduction to quantitative methods in economics: probability,
random variables, sampling, descriptive statistics, estimation and hypothesis
testing, regression analysis, stochastic formulations of economic relationships
and systems analysis of these relationships. Two 90-minute classes, one
preceptorial (300) or one class (303). Prerequisite: 101 or 102. Mathematics
200 or 201 or equivalent required for 303. P. Willen (300), Staff (303).
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Electrical Engineering
485 Signal Analysis and Communication Systems. Fall
Modulation of analog and digital information: continuous-wave modulation;
pulse modulation of digital data; multiplexing and pulse modulation of
analog signals. Probability, random variables, and random signals; correlation
functions and power spectra. Analysis of communication systems: probability
of error in digital modulation and signal-to-noise ratio analysis of analog
modulation. Three hours of lectures, one three-hour laboratory. Prerequisites:
301, 380. H. V. Poor.
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486 Digital Communications and Networks. Spring
Introduction to digital communication systems and networks, introductory
information and coding theory, digital modulation, layered architecture
concept of networks, introductory traffic and queuing theory, local area
networks and media access control, error control in networks, switching
and multiplexing, ATM (asynchronous transfer mode) in B-ISDN (broadband
integrated services digital networks). Three hours of lectures. Prerequisites:
301, 380. H. Kobayashi.
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488 Image Processing and Transmission. Fall
Introduction to the basic theory and techniques of two- and three-dimensional
image processing. Topics include image perception, 2-D image transforms,
enhancement, restoration, compression, tomography and image understanding.
Applications to HDTV, machine vision, and medical imaging, etc. Three hours
of lectures, one laboratory. Prerequisite: 301. S. C. Schwartz.
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Psychology
251 Quantitative Methods. Spring QR
A general introduction to statistical techniques, both descriptive
and inferential, employed by psychologists. Required for concentrators.
Two lectures, one two-hour laboratory. J. Jemmott.
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Sociology
382 Sociological Research Methods. Fall QR
An overview of the research process in social science, including techniques
of sampling, methods of data collection, principles of measurement, problems
of inference and proof, basic methods of data analysis, and ethical considerations.
Two lectures, one preceptorial. H. F. Taylor.
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Woodrow Wilson School
303 Quantitative Analysis and Public Policy (also Politics
345). Fall II/QR
A study of elementary techniques of data analysis, stressing applications
in public policy. It will include measurement, descriptive statistics,
data collection, basic probability models, significance testing, and correlation
and regression. There will be some training in the use of computers. No
previous training in statistics is required. Two lectures, one preceptorial.
N. Goldman.
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