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STAT 799: Topics in Statistics
Credits
Kansas State University
(Var.)
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STAT 799 - Topics in Statistics
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STAT 810: Seminar in Probability and Statistics
1.00 Credits
Kansas State University
Discussion and lectures on topics in probability and statistics; one seminar talk by each student registered for credit.
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STAT 810 - Seminar in Probability and Statistics
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STAT 818: Theory of Life-Data Analysis
3.00 Credits
Kansas State University
A study of models and inferential procedures important to life-data analysis. Comparison of estimators (MLE, BLUE, etc.). Pivotal quantities. Design and regression models for non-normal distributions. Analysis of censored data.
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STAT 818 - Theory of Life-Data Analysis
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STAT 825: Numerical Methods of Statistics
3.00 Credits
Kansas State University
Topics may include efficient programming echniques, generating data from non-standard distributions, simulation techniques, resampling methods, optimization techniques, smoothing, and imputation.
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STAT 825 - Numerical Methods of Statistics
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STAT 850: Stochastic Processes I
3.00 Credits
Kansas State University
Generating functions; conditional probability and conditional expectations; normal processes and covariance stationary processes; Poisson processes; renewal processes; Markov chains, discrete time.
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STAT 850 - Stochastic Processes I
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STAT 851: Stochastic Processes II
3.00 Credits
Kansas State University
Markov chains, discrete time; Markov chains continuous time; birth-death processes; Kolmogorov differential equations; diffusion processes, foward and backward Kolmogorov equations; applications.
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STAT 851 - Stochastic Processes II
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STAT 860: Linear Models I
3.00 Credits
Kansas State University
Subspaces, projections, and generalized inverses; multivariate normal distribution, distribution of quadratic forms; optimal estimation and hypothesis testing procedures for the general linear model; application to regression models, correlation model.
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STAT 860 - Linear Models I
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STAT 861: Linear Models II
3.00 Credits
Kansas State University
Continued application of optimal inference procedures for the general linear model to multifactor analysis of variance, experimental design models, analysis of covariance, split-plot models, repeated measures models, mixed models, and variance component models; multiple comparison procedures.
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STAT 861 - Linear Models II
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STAT 870: Analysis of Messy Data
3.00 Credits
Kansas State University
Design structures; treatment structures; equal and unequal variances; multiple comparisons; unequal subclass numbers; missing cells; interpretation of interaction; variance components; mixed models; split-plot and repeated measures; analysis of covariance; cross-over designs.
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STAT 870 - Analysis of Messy Data
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STAT 880: Time Series Analysis
3.00 Credits
Kansas State University
Autocorrelation function; spectral density; autoregressive integrated moving average processes; seasonal time series; transfer function model; intervention analysis; regression model with time series error.
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STAT 880 - Time Series Analysis
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