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View Resource Econometrics

This course covers the statistical tools needed to understand empirical economic research and to plan and execute independent research projects. Provided on the site are assignments and a project idea with related materials. Topics include statistical inference, regression, generalized least squares, instrumental variables, simultaneous equations models, and the evaluation of government policies...
View Resource Applied Statistics

This course is an introduction to applied statistics and data analysis providing lecture notes and exams. Topics include collecting and exploring data, basic inference, simple and multiple linear regression, analysis of variance, nonparametric methods, and statistical computing.
View Resource Statistical Physics II

This course is second in the series of undergraduate Statistical Physics courses and features comprehensive lecture notes and assignments. Course topics include probability distributions for classical and quantum systems; microcanonical, canonical, and grand canonical partition-functions and associated thermodynamic potentials; conditions of thermodynamic equilibrium for homogeneous and...
View Resource Statistical Physics I

This undergraduate course in Statistical Physics features lecture notes, problem sets with solutions, plus exams and practice exams with solutions. Course topics include probability, statistical mechanics, and thermodynamics; random variables, joint and conditional probability densities, and functions of a random variable; concepts of macroscopic variables and thermodynamic equilibrium,...
View Resource Introduction to Modeling and Simulation

This undergraduate course in modeling and simulation provides lecture notes and assignments, including the famous "Let's Make a Deal," probability problem. Course topics include basic concepts of computer modeling in science and engineering using discrete particle systems and continuum fields, techniques and software for statistical sampling, simulation, data analysis and visualization, use of...
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