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STAT 554: Probability and Measure II
4.00 Credits
University of Illinois at Urbana-Champaign
Measure extensions, Lebesque-Stieltjes measure, Kolmogorov consistency theorem; conditional expectation, conditional probability, martingales; distribution functions and characteristic functions; convergence in distribution; Central Limit Theorem; Brownian Motion. Credit is not given for both STAT 554 and either MATH 561 or MATH 562.
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STAT 554 - Probability and Measure II
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STAT 555: Applied Stochastic Processes
4.00 Credits
University of Illinois at Urbana-Champaign
Same as MATH 564. See MATH 564.
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STAT 555 - Applied Stochastic Processes
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STAT 563: Information Theory
4.00 Credits
University of Illinois at Urbana-Champaign
Same as CS 578 and ECE 563. See ECE 563.
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STAT 563 - Information Theory
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STAT 571: Multivariate Analysis
4.00 Credits
University of Illinois at Urbana-Champaign
Inference in multivariate statistical populations emphasizing the multivariate normal distribution; derivation of tests, estimates, and sampling distributions; and examples from the natural and social sciences. Prerequisite: STAT 410 and MATH 415, or consent of instructor.
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STAT 571 - Multivariate Analysis
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STAT 575: Large Sample Theory
4.00 Credits
University of Illinois at Urbana-Champaign
Limiting distribution of maximum likelihood estimators, likelihood ratio test statistics, U-statistics, M-, L-, and R-estimators, nonparametric test statistics, Von Mises differentiable statistical functions; asymptotic relative efficiencies; asymptotic expansions. Prerequisite: STAT 511 and either MATH 561 or STAT 554.
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STAT 575 - Large Sample Theory
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STAT 578: Topics in Statistics
4.00 Credits
University of Illinois at Urbana-Champaign
May be repeated if topics vary. Prerequisite: Consent of instructor.
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STAT 578 - Topics in Statistics
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STAT 587: Hierarchical Linear Models
4.00 Credits
University of Illinois at Urbana-Champaign
Same as PSYC 587 and EPSY 587. See EPSY 587.
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STAT 587 - Hierarchical Linear Models
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STAT 588: Covar Struct and Factor Models
4.00 Credits
University of Illinois at Urbana-Champaign
Same as EPSY 588, PSYC 588, and SOC 588. See PSYC 588.
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STAT 588 - Covar Struct and Factor Models
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STAT 590: Individual Study and Research
0.00 - 8.00 Credits
University of Illinois at Urbana-Champaign
Directed reading and research. Approved for both letter and S/U grading. May be repeated with approval. Prerequisite: Consent of instructor.
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STAT 590 - Individual Study and Research
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STAT 593: STAT Internship
0.00 - 8.00 Credits
University of Illinois at Urbana-Champaign
Supervised, off-campus experience in a field in which statistical science plays an important role. Approved for both letter and S/U grading. Prerequisite: STAT 425 and consent of instructor.
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STAT 593 - STAT Internship
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