STAT218
Introduction to Statistics

Prerequisites: Removal of all entrance deficiencies in mathematics.

Credit toward the degree may be earned in only one of: CRIM 300 or ECON 215 or EDPS 459 or SOCI 206. Credit toward the degree cannot be earned in STAT 218 if taken after or taken in parallel with STAT/MATH 380.

Description: The practical application of statistical thinking to contemporary issues; collection and organization of data; probability distributions; statistical inference; estimation; and hypothesis testing.

Course details
Credit Hours:3
Max credits per semester:3
Max credits per degree:3
Course Format:LEC
ACE Outcomes: ACE 3 Math/Stat/Reasoning

Credit Hours:3

ACE:ACE 3 Math/Stat/Reasoning

STAT318
Introduction to Statistics II

Prerequisites: STAT 218 or equivalent.

Description: Tests for means/proportions of two independent groups, analysis of variance for completely randomized design, contingency table analysis, correlation, single and multiple linear regression, nonparametric procedures, design of experiments.

This course is a prerequisite for: STAT 802

Course details
Credit Hours:3
Max credits per semester:3
Max credits per degree:3
Course Format:LEC

Credit Hours:3

ACE:

STAT380
Statistics and ApplicationsCrosslisted with MATH 380, MATH 380H, STAT 380H, RAIK 270H

Prerequisites: MATH 107 or 107H

Credit toward the degree can not be earned in STAT 218 if taken after or taken in parallel with STAT/MATH 380.

Description: Probability calculus; random variables, their probability distributions and expected values; t, F and chi-square sampling distributions; estimation; testing of hypothesis; and regression analysis with applications.

Course details
Credit Hours:3
Max credits per semester:3
Max credits per degree:3
Course Format:LEC
Groups:Advanced Mathematics Courses
ACE Outcomes: ACE 3 Math/Stat/Reasoning

Credit Hours:3

ACE:ACE 3 Math/Stat/Reasoning

STAT380H
Statistics and ApplicationsCrosslisted with MATH 380, MATH 380H, STAT 380, RAIK 270H

Prerequisites: MATH 107 or 107H

Credit toward the degree can not be earned in STAT 218 if taken after or taken in parallel with STAT/MATH 380.

Description: Probability calculus; random variables, their probability distributions and expected values; t, F and chi-square sampling distributions; estimation; testing of hypothesis; and regression analysis with applications.

Course details
Credit Hours:3
Max credits per semester:3
Max credits per degree:3
Course Format:LEC
Groups:Advanced Mathematics Courses
ACE Outcomes: ACE 3 Math/Stat/Reasoning

Credit Hours:3

ACE:ACE 3 Math/Stat/Reasoning

STAT412
Introduction to Experimental Design

Prerequisites: STAT 380.

Description: Survey of elementary experimental designs and their analyses completely randomized, randomized block, factorial, and split-plot designs.

Course details
Credit Hours:3
Max credits per semester:3
Max credits per degree:3
Course Format:LEC

Credit Hours:3

ACE:

STAT414
Introduction to Survey Sampling

Prerequisites: STAT/MATH 380 or IMSE 321 or permission.

Description: Sampling Techniques: simple random sampling, sampling proportions, estimation of sample size, stratified random sampling, ratio and regression estimates.

Course details
Credit Hours:3
Max credits per semester:3
Max credits per degree:3
Course Format:LEC

Credit Hours:3

ACE:

STAT430
Sensory EvaluationCrosslisted with FDST 430, FDST 830, STAT 830

Prerequisites: Introductory course in statistics.

Description: Food evaluation using sensory techniques and statistical analysis.

Course details
Credit Hours:3
Max credits per semester:3
Max credits per degree:3
Course Format:LEC

Credit Hours:3

ACE:

STAT432
Introduction to Spatial Statistics

Prerequisites: STAT 218 or equivalent.

Description: 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.

Course details
Credit Hours:3
Max credits per semester:3
Max credits per degree:3
Course Format:LEC

Credit Hours:3

ACE:

STAT442
Computational BiologyCrosslisted with BIOC 842, STAT 842, BIOC 442

Prerequisites: Any introductory course in biology, or genetics, or statistics.

Description: Databases, high-throughput biology, literature mining, gene expression, next-generation sequencing, proteomics, metabolomics, system biology and biological networks.

Course details
Credit Hours:3
Max credits per semester:3
Max credits per degree:3
Course Format:LEC

Credit Hours:3

ACE:

STAT450
Introduction to Regression Analysis

Prerequisites: STAT/MATH 380 or IMSE 321, and knowledge of matrix algebra.

Description: General linear models for estimation and testing problems, analysis and interpretation for various experimental designs.

Course details
Credit Hours:3
Max credits per semester:3
Max credits per degree:3
Course Format:LEC

Credit Hours:3

ACE:

STAT462
Introduction to Mathematical Statistics I: Distribution Theory

Prerequisites: MATH 208 or 107H

STAT 380 or equivalent is strongly recommended.

Description: Sample space, random variable, expectation, conditional probability and independence, moment generating function, special distributions, sampling distributions, order statistics, limiting distributions, and central limit theorem.

This course is a prerequisite for: ACTS 401; STAT 463

Course details
Credit Hours:4
Max credits per semester:4
Max credits per degree:4
Course Format:LEC

Credit Hours:4

ACE:

STAT463
Introduction to Mathematical Statistics II: Statistical Inference

Prerequisites: STAT 462

Description: 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.

Course details
Credit Hours:4
Max credits per semester:4
Max credits per degree:4
Course Format:LEC

Credit Hours:4

ACE:

STAT494
Topics in Statistics and Probability

Prerequisites: Permission.

Description: Special topics in either statistics or the theory of probability.

Course details
Credit Hours:1-5
Max credits per semester:5
Max credits per degree:24
Course Format:LEC

Credit Hours:1-5

ACE:

STAT496
Independent Study

Prerequisites: Prior arrangement with a faculty member and submission of proposed study plan to department office.

Course details
Credit Hours:1-5
Max credits per semester:5
Max credits per degree:5
Course Format:IND

Credit Hours:1-5

ACE: