# Statistics (STAT)

STAT 100 (GQ) Statistical Concepts and Reasoning (3) Introduction to the art and science of decision making in the presence of uncertainty.
Effective: Summer 1988

STAT 199 (IL) Foreign Studies (1-12) Courses offered in foreign countries by individual or group instruction.
Effective: Summer 2005

STAT 200 (GQ) Elementary Statistics (4) Descriptive statistics, frequency distributions, probability, binomial and normal distributions, statistical inference, linear regression, and correlation.
Effective: Summer 1988
Prerequisite: 2 units in algebra

STAT 220 Basic Statistics for Quantitative Students (3) Descriptive statistics, probability, binomial and normal distributions, one and two sample models, introduction to regression, ANOVA and contingency tables. Students may only take one course from STAT 200, 220, and 250 for credit.
Effective: Summer 1994
Prerequisite: MATH 140

STAT 240 (GQ) Introduction to Biometry (3) Statistical analysis, sampling, and experimentation in the agricultural sciences; data collection, descriptive statistics, statistical inference, regression, one factor AOV, probability. Students may take only one course from STAT 200, 220, 240, 250 for credit.
Effective: Spring 2005
Prerequisite: 3 credits in mathematics

STAT 250 (GQ) Introduction to Biostatistics (3) Statistical analysis and interpretation of data in the biological sciences; probability; distributions; statistical inference for one- and two-sample problems.
Effective: Spring 2001
Prerequisite: 3 credits in mathematics

STAT 296 Independent Studies (1-18) Creative projects, including research and design, that are supervised on an individual basis and that fall outside the scope of formal courses.
Effective: Fall 2007

STAT 297 Special Topics (1-9) Formal courses given infrequently to explore, in depth, a comparatively narrow subject that may be topical or of special interest.
Effective: Spring 1994

STAT 301 (GQ) Statistical Analysis I (3) Probability concepts; nature of statistical methods; elementary distribution and sampling theory; fundamental ideas relative to estimation and testing hypotheses.
Effective: Summer 1988
Prerequisite: 3 credits of calculus

STAT 318 (MATH 318) Elementary Probability (3) Combinatorial analysis, axioms of probability, conditional probability and independence, discrete and continuous random variables, expectation, limit theorems, additional topics. Students who have passed either STAT(MATH) 414 or 418 may not schedule this course for credit.
Effective: Spring 1989
Prerequisite: MATH 141

STAT 319 (MATH 319) Applied Statistics in Science (3) Statistical inference: principles and methods, estimation and testing hypotheses, regression and correlation analysis, analysis of variance, computer analysis. Students who have passed STAT (MATH) 415 may not schedule this course for credit.
Effective: Spring 1989
Prerequisite: STAT 318 or knowledge of basic probability

STAT 399 (IL) Foreign Studies (1-12) Courses offered in foreign countries by individual or group instruction.
Effective: Summer 2005

STAT 401 Experimental Methods (3) Random variables; probability density functions; estimation; statistical tests, t-tests; correlation; simple linear regression; one-way analysis of variance; randomized blocks.
Effective: Spring 1988
Prerequisite: MATH 111 orMATH 141

STAT 402 Statistical Analysis II (3) Two-sample problems, single and multifactor ANOVA, simple and multiple regression, categorical data.
Effective: Fall 2007
Prerequisite: STAT 301 . 400 level needed for honors program

STAT 414 (MATH 414) Introduction to Probability Theory (3) Probability spaces, discrete and continuous random variables, transformations, expectations, generating functions, conditional distributions, law of large numbers, central limit theorems. Students may take only one course from STAT(MATH) 414 and 418.
Effective: Fall 2001
Prerequisite: MATH 230 orMATH 231

STAT 415 (MATH 415) Introduction to Mathematical Statistics (3) A theoretical treatment of statistical inference, including sufficiency, estimation, testing, regression, analysis of variance, and chi-square tests.
Effective: Fall 1989
Prerequisite: MATH 414

STAT 416 (MATH 416) Stochastic Modeling (3) Review of distribution models, probability generating functions, transforms, convolutions, Markov chains, equilibrium distributions, Poisson process, birth and death processes, estimation.
Effective: Spring 1984
Prerequisite: STAT 318 orSTAT 414;MATH 230

STAT 418 (MATH 418) Introduction to Probability and Stochastic Processes for Engineering (3) Introduction to probability axioms, combinatorics, random variables, limit laws, and stochastic processes. Students may take only one course from MATH(STAT) 414 and 418 for credit.
Effective: Fall 2011
Prerequisite: MATH 230 orMATH 231

STAT 440 Computational Statistics (3) Topics related to computing in statistics, including numerical linear algebra, optimization, simulation, numerical integration, and bootstrapping.
Effective: Spring 2006
Prerequisite: STAT 200 or equivalentSTAT 415, MATH 220

STAT 460 Intermediate Applied Statistics (3) Review of hypothesis testing, goodness-of-fit tests, regression, correlation analysis, completely randomized designs, randomized complete block designs, latin squares.
Effective: Fall 2006
Prerequisite: STAT 200, STAT 220, STAT 240, STAT 250, STAT 301 orSTAT 401

STAT 461 Analysis of Variance (3) Analysis of variance for single and multifactor designs; response surface methodology.
Effective: Fall 2007
Prerequisite: STAT 200, STAT 220, STAT 240, STAT 250, STAT 301 orSTAT 401

STAT 462 Applied Regression Analysis (3) Introduction to linear and multiple regression; correlation; choice of models, stepwise regression, nonlinear regression.
Effective: Fall 2006
Prerequisite: STAT 200, STAT 220, STAT 240, STAT 250, STAT 301 orSTAT 401

STAT 463 Applied Time Series Analysis (3) Identification of models for empirical data collected over time; use of models in forecasting.
Effective: Spring 2006
Prerequisite: STAT 462

STAT 464 Applied Nonparametric Statistics (3) Tests based on nominal and ordinal data for both related and independent samples. Chi-square tests, correlation.
Effective: Fall 2006
Prerequisite: STAT 200, STAT 220, STAT 240, STAT 250, STAT 301 orSTAT 401

STAT 466 Survey Sampling (3) Introduction to design and analysis of sample surveys, including questionnaire design, data collection, sampling methods, and ratio and regression estimation.
Effective: Spring 2006
Prerequisite: STAT 200, STAT 220, STAT 240, STAT 250, STAT 301 orSTAT 401

STAT 470W Problem Solving and Communication in Applied Statistics (3) Provide problem solving and communication skills through development of writing ability, interaction with peers and the SCC, and oral presentations.
Effective: Spring 2000
Prerequisite: STAT 460, STAT 462, STAT 480

STAT 480 Introduction to SAS (1) Introduction to SAS with emphasis on reading, manipulating and summarizing data.
Effective: Spring 2008
Prerequisite: 3 credits in statistics

STAT 481 Intermediate SAS for Data Management (1) Intermediate SAS for data management.
Effective: Summer 2007
Prerequisite: STAT 480

STAT 482 Advanced Topics in SAS (1) Advanced statistical procedures in SAS, including ANOVA, GLM, CORR, REG, MANOVA, FACTOR, DISCRIM, LOGISTIC, MIXED, GRAPH, EXPORT, and SQL. Credit can not be received for both STAT 482 and STAT 480/481/483.
Effective: Summer 2009
Prerequisite: STAT 480 andSTAT 481

STAT 483 Statistical Analysis System Programming (3) Introduction, intermediate, and advanced topics in SAS. Credit can not be received for both STAT 483 and STAT 480/481/482.
Effective: Summer 2009
Prerequisite: 3 credits in statistics

STAT 494 Research Project (1-12) Supervised student activities on research projects identified on an individual or small group basis.
Effective: Fall 2007
Prerequisite: 6 credits in statistics

STAT 494H Research Project (1-12) Supervised student activities on research projects identified on an individual or small group basis.
Effective: Fall 2007
Prerequisite: 6 CREDITS IN STATISTICS

STAT 495 Internship (1-18) Supervised off-campus, nongroup instruction including field experiences, practica, or internships.
Effective: Fall 2007
Prerequisite: 6 credits in statistics

STAT 496 Independent Studies (1-18) Creative projects, including research and design, which are supervised on an individual basis and which fall outside the scope of formal courses.
Effective: Fall 1983

STAT 497 Special Topics (1-9) Formal courses given infrequently to explore, in depth, a comparatively narrow subject which may be topical or of special interest.
Effective: Fall 1983

STAT 497C Topics in Stat Computing with R (1) Topics: I) Basic background on R II) Manipulating data I III) Finding help IV) Simple univariet data V) importing data VI) Documenting your work VI) Manipulating cata II VII) Reptitive tasks - loops and the apply() family (IX) Bisual data X) Basic analyses (as much as possible we'll workwith realdata.)
Effective: Summer 2013 Ending: Summer 2013

STAT 497C Topics in Stat Computing with R (1) Topics: I) Basic background on R II) Manipulating data I III) Finding help IV) Simple univariate data V) importing data VI) Documenting your work VI) Manipulating data II VII) Repetitive tasks - loops and the apply() family(IX) Bisual data X) Basic analyses (as much as possible we'll work with real data.)
Effective: Fall 2013 Ending: Fall 2013 Future: Fall 2013

STAT 499 (IL) Foreign Studies (1-12) Courses offered in foreign countries by individual or group instruction.
Effective: Summer 2005

Last Import from UCM: May 18, 2013 3:00 AM

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