Course Criteria

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  • 0.00 - 3.00 Credits

    Semester: Spring of even years Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: STT 863 Description: Modern statistical methods. Applicability and computer implementation. Resampling methods, including the bootstrap. Markov chain Monte Carlo methods. Survival analysis. Nonparametric curve estimation. Effective Dates: SUMMER 2005 - Open View all versions of this course
  • 3.00 Credits

    Semester: Fall of every year Credits:Total Credits: 4 Lecture/Recitation/Discussion Hours: 3 Lab Hours: 2 4(3-2) Recommended Background: (GEO 363 or STT 421 or STT 430) or equivalent quantitative methods courses. Description: Theory and techniques for statistical analysis of point patterns, spatially continuous data, and data in spatial zones. Semester Alias: GEO 466 Interdepartmental With: Geography Administered By: Geography Effective Dates: SPRING 2009 - Open View all versions of this course
  • 0.00 - 3.00 Credits

    Semester: Fall of every year Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: (MTH 828 or concurrently) and (STT 881 or concurrently) Description: Empirical distributions, quantiles, Glivenko-Cantelli Theorem. Important distributions and families. Convergences, Slutsky Theorem, asymptotics of differentiable functions. Basic concepts of decision theory. Confidence sets. Some basic statistical methods. Effective Dates: SUMMER 1995 - Open
  • 0.00 - 3.00 Credits

    Semester: Spring of every year Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: STT 871 and (STT 882 or concurrently) Description: Theory of Neyman Pearson tests and extensions. Convex loss estimation, best unbiased estimates, sufficient statistics, information lower bounds. Extensive application to linear models. LAN families and applications to estimation and tests. Effective Dates: SUMMER 1995 - Open
  • 0.00 - 3.00 Credits

    Semester: Fall of every year Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: MTH 828 or concurrently Description: Measures and their extensions, integration, and convergence theorems. Product measures, Lebesgue decomposition, transition probabilities, Kolmogorov consistency theorem. Independence. Classical limit theorems for partial sums. Effective Dates: FALL 1995 - Open
  • 0.00 - 3.00 Credits

    Semester: Spring of every year Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: STT 881 Description: Conditional expectation, martingales, stationary processes. Brownian motion, convergence in distribution, and the invariance principle. Effective Dates: SPRING 1995 - Open
  • 0.00 - 3.00 Credits

    Semester: Fall of every year Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: STT 441 or STT 861 Description: Markov chains and their applications in both discrete and continuous time, including classification of states, recurrence, limiting probabilities. Queuing theory, Poisson process and renewal theory. Effective Dates: FALL 2000 - Open
  • 0.00 - 3.00 Credits

    Semester: Spring of even years Credits:Total Credits: 3 Lecture/Recitation/Discussion Hours: 3 3(3-0) Recommended Background: STT 441 or STT 861 Description: Stochastic models used in pricing financial derivatives. Discrete-time models. Brownian motion. Stochastic integrals and Ito's formula. Basic Black-Scholes model. Risk neutral distribution. European and American options. Exotic options. Interest rate market, futures, and interest rate options. Semester Alias: STT 887 Effective Dates: FALL 2007 - Open View all versions of this course
  • 1.00 - 3.00 Credits

    Semester: Fall of every year, Spring of every year, Summer of every year Credits:1-3 Reenrollment Information: A student may earn a maximum of 24 credits in all enrollments for this course. Restrictions: Approval of department. Description: Individualized study on selected problems. Effective Dates: FALL 1992 - Open
  • 1.00 - 6.00 Credits

    Semester: Fall of every year, Spring of every year, Summer of every year Credits:1-6 Reenrollment Information: A student may earn a maximum of 36 credits in all enrollments for this course. Restrictions: Approval of department. Description: Master's thesis research. Effective Dates: SUMMER 2002 - Open View all versions of this course
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