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Course Criteria
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0.00 Credits
Advanced-level topics in biostatistics offered by regular and visiting faculty members. Offered: jointly with BIOST 578.
Prerequisite:
permission of instructor
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2.00 Credits
Analysis of real data to answer scientific questions. Common data-analytic problems. Sensible approaches to complex data. Graphical and tabular presentation of results. Writing reports for scientific journals, research collaborators, consulting clients. Graduate standing in statistics or biostatistics or permission of instructor. Offered: jointly with BIOST 579; AWSp.
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3.00 Credits
Limit theorems, asymptotic methods, asymptotic efficiency and efficiency bounds for estimation, maximum likelihood estimation, Bayes methods, asymptotics via derivatives of functionals, sample-based estimates of variability: (bootstrap and jackknife); robustness; estimation for dependent data, nonparametric estimation and testing. Offered: A.
Prerequisite:
STAT 513; either MATH 426 or MATH 576
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3.00 Credits
Limit theorems, asymptotic methods, asymptotic efficiency and efficiency bounds for estimation, maximum likelihood estimation, Bayes methods, asymptotics via derivatives of functionals, sample-based estimates of variability: (bootstrap and jackknife); robustness; estimation for dependent data, nonparametric estimation and testing. Offered: W.
Prerequisite:
STAT 581
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3.00 Credits
Limit theorems, asymptotic methods, asymptotic efficiency and efficiency bounds for estimation, maximum likelihood estimation, Bayes methods, asymptotics via derivatives of functionals, sample-based estimates of variability: (bootstrap and jackknife); robustness; estimation for dependent data, nonparametric estimation and testing. Offered: Sp.
Prerequisite:
STAT 582
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3.00 Credits
Theory of counting processes and martingales to provide unified study of survival analysis methods. Focus on survival distribution estimators, censored data rank statistics, regression methods with censored survival data. Development of small samples moments, asymptotic distributions, and efficiencies. Offered: jointly with BIOST 586; W.
Prerequisite:
STAT 521 or STAT 583 or permission of instructor; recommended: STAT 576
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0.00 Credits
Credit/no credit only. Offered: AWSp.
Prerequisite:
permission of graduate program coordinator
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1.00 - 5.00 Credits
Distribution-free inference, game and decision theory, advanced theory of estimation (including sequential estimation), robustness, advanced probability theory, stochastic processes or empirical processes. Offered: A.
Prerequisite:
permission of instructor
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1.00 - 5.00 Credits
Distribution-free inference, game and decision theory, advanced theory of estimation (including sequential estimation), robustness, advanced probability theory, stochastic processes or empirical processes. Offered: W.
Prerequisite:
permission of instructor
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1.00 - 5.00 Credits
Distribution-free inference, game and decision theory, advanced theory of estimation (including sequential estimation), robustness, advanced probability theory, stochastic processes or empirical processes. Offered: Sp.
Prerequisite:
permission of instructor
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