STAT 1411 - Introduction to Statistics Enrollment MPL3 or MPL4 or Requirement MPL5 or SSP 103 002914 Course Attribute Logic and Quantitative Reasoning Pre-2012 LbEd CAT2 CommCS&FrnL Statistical ideas involved in gathering, describing, and analyzing observational and experimental data. Experimental design, descriptive statistics, correlation and regression, probabilistic models, sampling, and statistical inference. prereq: Math ACT 21 or higher or a grade of at least C- in SSP 0103 or department approval STAT 2411 - Statistical Methods Enrollment MPL4 or MPL5 or Requirement Math 1005 003734 Course Attribute Logic and Quantitative Reasoning Pre-2012 LbEd CAT2 CommCS&FrnL Graphical and numerical descriptions of data, elementary probability, sampling distributions, estimations, confidence intervals, one-sample and two-sample t-test. prereq: Math ACT 24 or higher or a grade of at least C- in Math 1005 or higher or department approval
STAT 3411 - Engineering Statistics Enrollment Requirement Math 1297 001259 Statistical considerations in data collection and experimentation. Descriptive statistics, least squares, elementary probability distributions, confidence intervals, significance tests, and analysis of variance as applied analysis of engineering data. prereq: MATH 1297 with a grade of C- or better, cannot be applied to a math or statistics major STAT 3611 - Introduction to Probability and Statistics Units 4 units Enrollment Math 1290 or Math Requirement 1296 or Math 1596 001422 Basic probability, including combinatorial methods, random variables, mathematical expectation. Binomial, normal, and other standard distributions. Moment-generating functions. Basic statistics, including descriptive statistics and sampling distributions. Estimation and statistical hypothesis testing. prereq: A grade of at least C- in Math 1290 or Math 1296
STAT 3612 - Introduction to Probability and Statistics II Enrollment Math 1297 and Requirement Stat 3611 003926 An introduction to statistics. Sample distributions, point and interval estimation, hypothesis testing, linear regression, one- and two-way analysis of variance, goodness-of-fit and non-parametric statistics. prereq: 3611 and Math 1297 or equivalent or instructor consent STAT 4040 - Introduction to Survey Sampling Enrollment Math 1290 or 1296 or 1596 Requirement and Stat 2411 or 3411 or 3611 004246 Simple random sampling, systematic sampling, cluster sampling, stratified sampling, probability proportional to size sampling, ratio and regression estimation, sampling frames, sample size determination, sources of bias, cost models, and nonresponse. Data analysis using computer software. prereq: A grade of at least C- in MATH 1290 or 1296 or 1596 and STAT 2411 or 3411 or 3611 or instructor consent
STAT 4050 - Introduction to Statistical Computing Enrollment STAT 3411 or Requirement STAT 3611 003920 Statistical, graphical and numerical data analysis using modern statistical software. Database management and statistical modeling including regression and categorical data analysis. Topics in data generation and simulation. prereq: A grade of at least C- in STAT 3411 or 3611 or instructor consent. STAT 4060 - Introduction to Biostatistics Enrollment Math 1290 or 1296 or 1596 Requirement AND Stat 2411 or 3411 or 3611 003924 Introduction to statistical methods applicable to biological and biomedical data. Analysis of bioassay, case-control, and disease/expose data. Introduction to statistics in clinical trials. Use of regression and logistic regression in analyzing biological/biomedical data. Categorical data analysis with application to the life sciences. Basic survival analysis. prereq: Math 1290 or 1296 or 1596 and STAT 2411 or 3411 or 3611 with grade of C- or better or consent of instructor.
STAT 4101 - Actuarial Probability Units 1 units Grading Basis S-N or Audit Problem-solving techniques in probability used in the mathematical foundations of actuarial science. prereq: 3611, Math 3298 a grade of C- or better is required in all prerequisite courses; credit cannot be applied to math major or minor; no grad credit STAT 5411 - Analysis of Variance Grading Basis Student Option Enrollment STAT 3411 or Requirement STAT 3611 003920 Analysis of variance techniques as applied to scientific experiments and studies. Randomized block designs, factorial designs, nesting. Checking model assumptions. Using statistical computer software. prereq: 3411 or 3611; a grade of C- or better is required in all prerequisite courses
STAT 5511 - Regression Analysis Simple, polynomial, and multiple regression. Matrix formulation of estimation, testing, and prediction in linear regression model. Analysis of residuals, model selection, transformations, and use of computer software. prereq: 3611, Math 3280 or Math 4326, a grade of C- or better in is required in all prerequisite courses STAT 5515 - Multivariate Statistics Grading Basis Student Option Multivariate normal distribution, MANOVA, canonical correlation, discriminate analysis, principal components. Use of computer software. prereq: 5411 or 5511, Math 3280 or Math 4326, a grade of C- or better in is required in all prerequisite courses
STAT 5521 - Applied Time Series Analysis Enrollment Math 3280, Stat Requirement 3612 or 5511 003925 Characteristics of time series; time series regression and exploratory data analysis; introduction of ARIMA models, including model building, estimation and forecasting; spectral analysis and filtering. Use of statistical software R. prereq: Math 3280, Stat 3612 or 5511 or instructor consent STAT 5531 - Probability Models Units 4 units Development of probability models and their applications to science and engineering. Classical models such as binomial, Poisson, and exponential distributions. Random variables, joint distributions, expectation, covariance, independence, conditional probability. Markov processes and their applications. Selected topics in stochastic processes. prereq: 3611, Math 1297 or Math 1597, a grade of C- or better in is required in all prerequisite courses
STAT 5571 - Probability Units 4 units Axioms of probability. Discrete and continuous random variables and their probability distributions. Joint and conditional distributions. Mathematical expectation, moments, correlation, and conditional expectation. Normal and related distributions. Limit theorems. prereq: 3611, Math 3298, a grade of C- or better in is required in all prerequisite courses STAT 5572 - Statistical Inference Units 4 units Enrollment STAT 3612 and Requirement 5571 009822 Mathematical statistics; Bayes' and maximum-likelihood estimators, unbiased estimators; confidence intervals; hypothesis testing, including likelihood ratio tests, most powerful tests, and goodness-of-fit tests. prereq: STAT 3612 and 5571 with a grade of C- or better
STAT 8444 - FTE: Doctoral Units 1 units Grading Basis No Grade Associated Independent Study Enrollment Graduate thesis Requirement requirement met 000848 (No description) prereq: Doctoral student, adviser and DGS consent STAT 8611 - Linear Models Enrollment Master of Education or Master of Requirement Environmental Health and Safety or Graduate students 000687 Developing statistical theory of general linear model. Distribution theory, testing, and estimation. Analysis of variance and regression. (offered alt yrs) prereq: 5572 with a grade of C- or better
STAT 8711 - Statistics Seminar Grading Basis S-N or Audit Enrollment Master of Education or Master of Requirement Environmental Health and Safety or Graduate students 000687 Applications of probabilistic and statistical modeling methods, such as linear and nonlinear regression, generalized linear models, Markov chains, and Poisson processes. Case-study analyses of models from areas such as natural sciences, medicine, engineering, and industry. prereq: 5572 with a grade of C- or better STAT 8888 - Thesis Credits: Doctoral Units 1-24 units Grading Basis No Grade Associated Independent Study Enrollment Doctoral Requirement candidate 000849 (No description) prereq: max 18 cr per semester or summer; 24 cr required