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STAT 412: Introduction to Experimental Design
3.00 Credits
University of Nebraska-Lincoln
Prereq: STAT 380. Survey of elementary experimental designs and their analyses completely randomized, randomized block, factorial, and splitplot designs.
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STAT 412 - Introduction to Experimental Design
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STAT 414: Introduction to Survey Sampling
3.00 Credits
University of Nebraska-Lincoln
Prereq: STAT/ MATH 380 or IMSE 321 or permission. Sampling Techniques: simple random sampling, sampling proportions, estimation of sample size, stratified random sampling, ratio and regression estimates.
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STAT 414 - Introduction to Survey Sampling
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STAT 430 /830: Sensory Evaluation
3.00 Credits
University of Nebraska-Lincoln
(3 cr I) Lec 2, lab 3. Prereq: Introductory course in statistics. Offered fall semester of odd-numbered calendar years For course description, see FDST 430/830.
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STAT 430 /830 - Sensory Evaluation
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STAT 432: Introduction to Spatial Statistics
3.00 Credits
University of Nebraska-Lincoln
Lec, lab. Prereq: STAT 218 or equivalent. Spatial point patterns, test of randomness, Morans I statistic and similar measures, checking assumptions for independence of observations, variography, estimation (point and global), Kriging, nearest neighbor techniques, cokriging, mixed models and their role in designed spatial experiments.
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STAT 432 - Introduction to Spatial Statistics
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STAT 450: Introduction to Regression Analysis
3.00 Credits
University of Nebraska-Lincoln
Prereq: STAT/ MATH 380 or IMSE 321, and knowledge of matrix algebra. General linear models for estimation and testing problems, analysis and interpretation for various experimental designs.
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STAT 450 - Introduction to Regression Analysis
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STAT 462: Introduction to Mathematical Statistics I:Distribution Theory
3.00 Credits
University of Nebraska-Lincoln
Prereq: MATH 208 or 107H. STAT 380 or equivalent is strongly recommended. Sample space, random variable, expectation, conditional probability and independence, moment generating function, special distributions, sampling distributions, order statistics, limiting distributions, and central limit theorem.
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STAT 462 - Introduction to Mathematical Statistics I:Distribution Theory
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STAT 463: Introduction to Mathematical Statistics II:Statistical Inference
3.00 Credits
University of Nebraska-Lincoln
Prereq: STAT 462. Interval estimation; point estimation, sufficiency, and completeness; Bayesian procedures; uniformly most powerful tests, sequential probability ratio test, likelihood ratio test, goodness of fit tests; elements of analysis of variance and nonparametric tests.
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STAT 463 - Introduction to Mathematical Statistics II:Statistical Inference
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STAT 494: Topics in Statistics and Probability
3.00 Credits
University of Nebraska-Lincoln
Prereq: Permission. Special topics in either statistics or the theory of probability.
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STAT 494 - Topics in Statistics and Probability
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STAT 496: Independent Study
3.00 Credits
University of Nebraska-Lincoln
Prereq: Prior arrangement with a faculty member and submission of proposed study plan to department office.
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STAT 496 - Independent Study
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STAT 801: Statistical Methods in Research
4.00 Credits
University of Nebraska-Lincoln
Lec 3, lab 2. Prereq: Introductory course in statistics.
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STAT 801 - Statistical Methods in Research
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