Antirequisite(s): Prerequisite(s): Corequisite(s): Pre-or Corequisite(s): Extra Information: back to top
An examination of statistical issues aiming towards statistical literacy and appropriate interpretation of statistical information. Common...
Statistical inference, experimental design, sampling design, confidence intervals and hypothesis tests for means and proportions, regression and...
Descriptive statistics and graphs, probability and distributions. Sampling, hypothesis testing, and confidence intervals. Experimental design and...
An introduction to statistics with emphasis on the applied probability models used in Electrical and Civil Engineering and elsewhere.
A data-driven introduction to statistics intended primarily for students in Chemical and Mechanical Engineering. Exploratory data analysis,...
An introductory course in the application of statistical methods, intended for honors students in departments other than Statistical and Actuarial...
Probability axioms, conditional probability, Bayes' theorem. Random variables motivated by real data and examples. Parametric univariate models as...
An introduction to the theory of statistics with strong links to data as well as its probabilistic underpinnings. Topics covered include estimation...
An introduction to programming using a high level language (currently R). Antirequisite(s): Prerequisite(s): A minimum mark of 60% in Statistical...
Discrete-time market models, option pricing and replication, risk-neutral valuation and martingale measures, and the fundamentaltheorem of asset...
A continuation of the study of multivariate probability and stochastic processes. This course builds on the background developed in the second year...
A case study approach to how data are collected in science, social science and medicine, including the methods of designed experiments, sample...
A course in applied statistical computing using popular statistical software such as R or SAS. The primary objective of this course is to strengthen...
Point estimation: sufficiency, completeness, consistency, unbiasedness, Cramer-Rao inequality, Rao-Blackwell theorem, Hypotheses tests:uniformly most...
Multiple linear regression, Gauss-Markov theorem, Cochran's theorem, Craig's theorem, stepwise regression, polynomial regression, use of indicator...
Continuous-time models, Brownian motion, stochastic integrals, Ito's lemma. Black-Scholes-Merton market model, arbitrage and market completeness,...
Continuous-time Markov chains, applications to phase-type distributions, Markov chain Monte Carlo simulation and queuing theory. Antirequisite(s):...
Completely randomized designs, randomized complete and incomplete block designs, factorial and fractional factorial designs, latin square designs,...
