Department website: https://campus.uwplatt.edu/mathematics

**Department Chair:** Barb Barnet

**Office:** 435 Gardner Hall

**Phone:** 608.342.1741

**E-mail:** barnetb@uwplatt.edu

## About the Department and Major

Welcome to the exciting world of mathematics. Mathematics has an extensive history of developing new ideas and enriching the sciences and engineering. With the progression of technology, mathematics has become increasingly important. It is used in areas as diverse as economics, psychology, linguistics, biology, management science, computer science and agriculture. Thus, both the mathematics major and minor provide a strong and flexible background for a variety of careers. Students majoring in mathematics must take a core of required courses, while elective courses are chosen with regard to career goals. Students who plan to work in business, industry or engineering related fields after graduation choose their electives from applied mathematics courses such as differential equations and numerical analysis. Students planning to work as an actuary or toward an advanced degree in statistics would include upper level probability and statistics courses. Those who plan to teach would choose courses in discrete math and the history of mathematics. Students who plan to pursue graduate work in mathematics would choose theoretical courses in algebra, analysis and geometry. Students who plan to work in cryptology might select a number theory course, while students planning a career that uses mathematical modeling in the biological sciences might choose a differential equations course.

UW-Platteville graduates with a major in mathematics have pursued a variety of careers such as teachers and professors, actuaries, statisticians, financial or market analysts, researchers, computer programmers or software engineers. A degree in mathematics can open the door to many opportunities.

### Mission

The purpose of the mathematics curriculum is to provide all students with quantitative skills to function proficiently in a societal and professional capacity. In addition to offering majors and minors in mathematics, the UW-Platteville Department of Mathematics offers courses to support both the general education requirements of the university and the major and minor programs of other departments. Within this mission, the department of mathematics strives to furnish an open, enlightened environment, with frequent student/faculty interaction, resulting in a high quality undergraduate education that will develop and enhance students’ computational and reasoning skills.

### Educational Goals and Learning Outcomes

The goals of the mathematics major at UW-Platteville are to:

- prepare students with the skills needed to pursue careers in education, business and industry
- provide a theoretical foundation that will prepare students to continue their study of mathematics or statistics at the graduate level
- provide students with opportunities to experience mathematics outside of their regular coursework

Upon graduation, mathematics majors at UW-Platteville should be able to:

- communicate mathematics effectively
- demonstrate a computational ability in solving a wide array of mathematical problems
- differentiate between valid and invalid mathematical reasoning
- develop mathematical ideas from basic axioms
- utilize mathematics to solve theoretical and applied problems
- identify applications of mathematics in other disciplines and in society

### Placement

Initial placement of students in mathematics courses will be determined by the UW-Platteville Department of Mathematics on the basis of scores on the UW System Mathematics Placement Test or acceptable college transfer credit in mathematics. Advanced placement credit for calculus and analytic geometry is awarded only to students who satisfactorily complete the College Entrance Examination Board Advanced Placement Examination in Calculus. Upon request students will receive:

- four credits for MATH 2640 if they receive a score of four or five on the Advanced Placement Calculus AB examination;
- three credits for MATH 2630 if they receive a score of three on the Advanced Placement Calculus AB examination;
- eight credits for MATH 2640 and MATH 2740 if they receive a score of four or five on the Advanced Placement Calculus BC examination; or
- four credits for MATH 2640 if they receive a score of three on the Advanced Placement Calculus BC examination.
- three credits for MATH 1830 Elementary Statistics is awarded to students having received a score of three, four or five on the Advanced Placement Statistics examination.

Students taking sequential courses in mathematics must attain a grade of “C-” or better before taking the succeeding course.

### Calculator Policies

Many of the courses in the department require calculators. However, there are some restrictions as to what specific types of calculators may or may not be used in specific courses. Please go to the department website at https://campus.uwplatt.edu/ems/mathematics to find a link to the current calculator policies.

### General Requirements Bachelor of Science Degree

Course | Title | Credits |
---|---|---|

Total for graduation | 120 | |

General education | 40-53 | |

Major studies | 40 or 64 | |

Mathematics Major OR Mathematics Major in Secondary Education | 40 | |

Mathematics Major with Emphasis in Actuarial Science OR Emphasis in Finance | 64 |

### Academic Standards

A grade of “C-” or better is required in all mathematics courses counted toward degree requirements.

Subjects in this department include: Mathematics (MATH) and Statistics (STAT)

## Mathematics (MATH)

**MATH 10 Elementary Algebra 3 Credits**

Intended for students with little or no previous algebra. Topics include the real number system, operations with real numbers and algebraic expressions, linear equations and inequalities, polynomials, factoring, and introduction to quadratic equations. (This course is required for students with a mathematics proficiency level of 5. This course does not carry UWP degree credit.)**Components: **Class**Prereqs/Coreqs: **P: MATH 5 or math placement level of 5.**Typically Offered:** Fall/Spring/Summer

**MATH 1030 Mathematics for Educators I 3 Credits**

Math 1030 is the first semester in a three-semester sequence of integrated content and methods courses for preservice teachers. It is open only to students in elementary education pursuing certification levels B-11 or 10-14. (The course is not intended for students pursuing certification level 10-21.) Topics covered include problem solving, formal and informal argument, history and development of number systems, sets, fundamental operations with whole numbers and integers, foundational work with functions, and selected topics from statistics.**Components: **Class**Prereqs/Coreqs: **P: MATH 15 with a grade of "C-" or better or mathematics proficiency level of 15 or above. (Open only to Elementary Education majors)**Typically Offered:** Fall/Spring

**MATH 1040 Mathematics for Elementary Teachers 4 Credits**

A mathematics content course for prospective elementary teachers. Emphasis is on development of properties of arithmetic. Topics also may include elementary concepts of algebra, probability, and statistics.**Components: **Class**Prereqs/Coreqs: **P: A grade of C- or better in MATH 15 or MATH 1620, or consent of instructor.**Typically Offered:** Spring-ODD

**MATH 12 Mathematical Problem Solving 3 Credits**

Mathematical modeling and basic algebra, including fractions and decimals, algebraic expressions and functions, and systems of linear equations and inequalities. Problem solving methods and strategies will be emphasized, as well as success skills such as study skills, time management, and note-taking. (This course does not carry UWP degree credit.)**Components: **Class**Typically Offered:** Fall/Spring

**MATH 15 Intermediate Algebra 3 Credits**

Fundamental operations, factoring, fractions, equations, functions, graphing, exponents and radicals, linear equations, systems of equations, inequalities, polynomials, rational expressions, and quadratics. (This course does not carry UWP degree credit.)**Components: **Class**Prereqs/Coreqs: **P: MATH 10 or MATH 12 with a "C-" or better or mathematics proficiency level of 10 or above**Typically Offered:** Fall/Spring/Summer

**MATH 1530 College Algebra 3 Credits**

Equations and inequalities, functions and their graphs, polynomial and rational functions, exponential and logarithmic functions, complex numbers, systems of equations. This course is equivalent to the first half of Math 2450. Students will not receive credit for both Math 1530 and Math 2450.**Components: **Class**Prereqs/Coreqs: **P: MATH 15 with a grade of "C-" or better or mathematics proficiency level of 15 or above. (MATH 1530 and MATH 2530 may not be taken concurrently)**Typically Offered:** Fall/Spring/Summer

**MATH 1620 Quantitative Reasoning 3 Credits**

This course is intended to develop analytic reasoning and the ability to solve quantitative problems. Topics to be covered include construction and interpretation of graphs, functional relationships, descriptive statistics, geometry and spatial visualization, math of finance, exponential growth, and basic probability. Appropriate use of units and dimensions, estimates, mathematical notation and available technology will be emphasized throughout the course.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 10 or 12 with a grade of C- or better, or mathematics proficiency level of 10 or above.**Typically Offered:** Fall/Spring

**MATH 1630 Finite Mathematics with Applications 3 Credits**

Coordinate systems and graphs, matrices, linear systems, linear programming (geometric approach), set theory, counting techniques, probability, Markov chains.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 15 with a C- or better or mathematics proficiency level of 15 or above**Typically Offered:** Fall

**MATH 1730 Mathematics of Finance 3 Credits**

Simple and compound interest, annuities, amortization, depreciation, valuation of securities, and bonds.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 10 or MATH 12 or MATH 15 with a C- or better or mathematics proficiency level of 10 or above**Typically Offered:** Fall/Spring/Summer

**MATH 1830 Elementary Statistics 3 Credits**

An introduction to statistical analytical methods including graphing distributions, numerical summaries, linear regression and correlation, the normal distribution, confidence intervals and hypothesis tests for means and proportions, analyzing two-way tables, and analysis of variance. Minitab will be used throughout the course.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 10 or MATH 12 or MATH 15 with a C- or better or mathematics proficiency level of 10 or above**Typically Offered:** Fall/Spring/Summer

**MATH 1930 Mathematical Explorations 3 Credits**

A course to enrich the students' general education by presenting the spirit and some insights of mathematics. The course satisfies the Mathematics Competency requirement, but will not serve as a prerequisite for further math courses. Topics will illustrate the nature of contemporary mathematics and the relationship between mathematics and our cultural heritage. Some of the content and format of the course may vary depending on the instructor's interests. All instructors of the course will include a common unit on mathematical reasoning and problem solving. Other content and format of the course may vary depending on the instructor's interests.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 10 or MATH 12 or MATH 15 with a C- or better or mathematics proficiency level of 10 or above**Typically Offered:** Fall/Spring

**MATH 2030 Mathematics for Educators II 3 Credits**

Math 2030 is the second semester in a three-semester sequence of integrated content and methods courses for preservice teachers. It is open only to students in elementary education pursuing certification levels B-11 or 10-14. (The course is not intended for students pursuing certification level 10-21.) Topics covered include number theory; composition and decomposition of numbers including primes, factors, and multiples; using physical models to develop concepts of and operations on rational numbers; proportional reasoning; and number sense.**Components: **Class**GE: **Math (Elem/Mdl Educ Only)**Prereqs/Coreqs: **P: MATH 1030 with a grade of "C-" or better. (Open only to Elementary Education majors)**Typically Offered:** Fall/Spring

**MATH 2130 Discrete Structures 3 Credits**

Sets, matrices, logic, permutations, combinations, relations, functions, trees, graph theory, and discrete probability.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 15 with a grade of "C-" or better or a mathematics proficiency level of 15 or above.**Typically Offered:** Fall/Spring

**MATH 2450 Precalculus 5 Credits**

Solving equations and inequalities, functions and their graphs, polynomial and rational functions, exponential and logarithmic functions, trigonometric and inverse trigonometric functions, trigonometric identities and formulas, complex numbers, systems of equations, and conic sections. This course is equivalent to taking both Math 1530 and Math 2530. Students who have credit for Math 1530 or Math 2530 should not take Math 2450.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 15 with a grade of "B-" or better or mathematics proficiency level of 20 or above**Typically Offered:** Fall/Spring/Summer

**MATH 2530 Trigonometry and Analytic Geometry 3 Credits**

Functions and their graphs, trigonometric and inverse trigonometric functions, trigonometric identities and formulas, solution of triangles, complex numbers, exponential and logarithmic functions, and conic sections. This course is equivalent to the second half of Math 2450. Students will not receive credit for both Math 2450 and Math 2530.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 1530 with a grade of "C-" or better or mathematics proficiency level of 30 or above**Typically Offered:** Fall/Spring/Summer

**MATH 2620 Business Calculus with Applications 4-5 Credits**

Primarily for students in business, the social sciences, and biological sciences who wish to acquire some knowledge of the techniques and applications of calculus. Topics include concepts, techniques, and applications of differential and integral calculus including multivariate calculus. Students who are preparing to major in mathematics, engineering, or physical sciences should enroll in the MATH 2650-MATH 2750 sequence.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 1530, MATH 2450 with a grade of C- or better, or mathematics proficiency level of 30 or above.**Typically Offered:** Spring

**MATH 2630 Business Calculus 3 Credits**

Functions, limits, rates of change, exponential and logarithmic functions, differentiation, integration; with applications in the fields of business and economics.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 1530 or MATH 2450 with a grade of "C-" or better, or mathematics proficiency level of 30 or above**Typically Offered:** Spring

**MATH 2640 Calculus and Analytic Geometry I 4 Credits**

Limits and continuity, differentiation, differentials, antiderivatives, the definite integral and applications.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 2450 or MATH 2530 with a grade of "C-" or better, or mathematics proficiency level of 40**Typically Offered:** Fall/Spring/Summer

**MATH 2650 Calculus I 5 Credits**

Analytic geometry, functions, limits and continuity, the derivative, integrals, techniques and applications of differentiation, applications of integration, logarithmic and exponential functions, and trigonometric functions.**Components: **Class**GE: **Math competency**Prereqs/Coreqs: **P: MATH 2450 or MATH 2530 with a grade of C- or better, or mathematics proficiency level of 40.**Typically Offered:** Fall/Spring

**MATH 2730 Discrete Mathematics 3 Credits**

Logic, sets, combinations, relations, graphs, and discrete probability.**Components: **Class**Prereqs/Coreqs: **P: MATH 2640 with a grade of "C-" or better**Typically Offered:** Fall/Spring

**MATH 2740 Calculus and Analytic Geometry II 4 Credits**

Derivatives and integrals involving exponential, logarithmic, and inverse trigonometric functions, further study of limits, further techniques and applications of integration, sequences and series, polar coordinates, and parametric equations.**Components: **Class**Prereqs/Coreqs: **P: MATH 2640 with a grade of "C-" or better or advanced placement**Typically Offered:** Fall/Spring/Summer

**MATH 2750 Calculus II 5 Credits**

Techniques of integration, polar coordinates, conic sections, infinite series, and vectors of two and three dimensions.**Components: **Class**Prereqs/Coreqs: **P: A grade of C- or better in MATH 2650, or placement based on the AP exam.**Typically Offered:** Fall/Spring

**MATH 2840 Calculus and Analytic Geometry III 4 Credits**

Analytic geometry of three dimensions, vector analysis, partial differentiation, multiple integrals, and line integrals.**Components: **Class**Prereqs/Coreqs: **P: MATH 2740 with a grade of "C-" or better or advanced placement**Typically Offered:** Fall/Spring/Summer

**MATH 3010 Geometry for Elementary Teachers 4 Credits**

A geometry content course for prospective teachers. We will cover topics which will increase the students' mathematical awareness and topics students need to master to become effective teachers in the elementary and middle school. Topics will include the NCTM Standards, topology, geometrical shapes, measurement, triangle congruence and similarity, coordinate geometry and transformations. An introduction to statistics and probability is also included. Our approach will be intuitive and investigative and will center on problem solving. Class time will be a combination of lecture, activities and discussion.**Components: **Class**Prereqs/Coreqs: **P: A grade of C- or better in MATH 15 or MATH 1620, or consent of instructor.**Typically Offered:** Spring-EVEN

**MATH 3020 Teaching of Mathematics in the Middle and Secondary School 3 Credits**

An analysis of the mathematics studied in the middle and secondary schools. Topics include the principles and standards implemented by the NCTM for teaching mathematics and the methods and materials used in educating students in mathematics.**Components: **Class**Prereqs/Coreqs: **P: MATH 2640 and MATH 2740 with a "B-" or better and junior standing and admission to the School of Education**Typically Offered:** Fall

**MATH 3030 Mathematics for Educators III 3 Credits**

Math 3030 is the third semester in a three-semester sequence of integrated content and methods courses for preservice teachers. It is open only to students in elementary education pursuing certification levels B-11 or 10-14. (The course is not intended for students pursuing certification level 10-21). Topics covered include names, properties, and relationships of two- and three-dimensional shapes; spatial sense; transformations including rotations, reflections, and translations; coordinate geometry; concepts of measurement including measurable attributes, standard and non-standard units, precision and accuracy, use of appropriate tools, the structure of systems of measurement; measurement including length, area, volume, size of angles, weight, mass, and temperature; indirect measurement and its uses, including developing formulas; formal and informal argument.**Components: **Class**Prereqs/Coreqs: **P: MATH 2030 with a grade of "C-" or better. (Open only to elementary education majors)**Typically Offered:** Fall/Spring

**MATH 3040 Mathematics Seminar for Middle School Teachers 4 Credits**

This course is intended to provide a background for teaching algebra and geometry in the middle school. This course will emphasize problem solving, communication, reasoning, representations, and making connections. Through problem-solving activities lead by either the instructor or students, the course will emphasize specific topics such as proportional reasoning, pattern finding, generalizing functional relationships, solving equations, area, perimeter, and volume. In particular, the course will emphasize the links between algebra and geometry, and when appropriate, will use relevant manipulatives including technology. The course will also emphasize pedagogical implications of current research regarding the teaching and learning of algebra and geometry.**Components: **Class**Prereqs/Coreqs: **P: MATH 2450 or MATH 2530 or mathematics proficiency level of 40 and MATH 3030 with a grade of "C-" or better.**Typically Offered:** Spring

**MATH 3130 College Geometry 3 Credits**

Topics from Euclidean geometry including classical theorems, transformational geometry, and Euclidean constructions. Non-Euclidean topics include inversion and reciprocation, as well as some ideas from projective geometry. A dynamic geometry software program is used extensively to illustrate ideas in this course.**Components: **Class**Prereqs/Coreqs: **P: Math 2730 with a "C-" or better**Typically Offered:** Spring

**MATH 3230 Linear Algebra 3 Credits**

Matrices, systems of equations, determinants, eigenvalues, eigenvectors, vector spaces, linear transformations, and diagonalization. This class is intended to introduce students to formal mathematics. Students will be expected to write definitions, theorems, and proofs.**Components: **Class**Prereqs/Coreqs: **P: MATH 2740 with a grade of "C-" or better**Typically Offered:** Fall/Spring/Summer

**MATH 3330 Modern Algebra 3 Credits**

Study of the structure of abstract algebraic systems through formal proof. Deals primarily with groups, but also examines other algebraic systems including rings and fields.**Components: **Class**Prereqs/Coreqs: **P: MATH 2730 and MATH 3230 with a grade of "C-" or better in each or consent of instructor.**Typically Offered:** Spring

**MATH 3630 Differential Equations I 3 Credits**

Solutions of first order differential equations, linear homogeneous and nonhomogeneous differential equations, Laplace transforms, linear systems and applications.**Components: **Class**Prereqs/Coreqs: **P: MATH 2840 with a grade of "C-" or better**Typically Offered:** Fall/Spring/Summer

**MATH 3730 Numerical Analysis 3 Credits**

This course is intended to provide an introduction to numerical methods. Topics will include computer arithmetic, solving nonlinear equations, numerical linear algebra, interpolation and curve fitting, and numerical differentiation and numerical integration.**Components: **Class**Prereqs/Coreqs: **P: MATH 3230 with a "C-" or better and COMPUTER 1430 with a "C-" or better**Typically Offered:** Spring-ODD

**MATH 3830 Differential Equations II 3 Credits**

Linear systems of differential equations, nonlinear systems, series solutions of differential equations, partial differential equations, orthogonal sets, and Fourier series.**Components: **Class**Prereqs/Coreqs: **P: MATH 3630 with a grade of "C-" or better**Typically Offered:** Spring

**MATH 4030 Statistical Methods with Applications 3 Credits**

Introduction to probability, density and distribution functions, special discrete and continuous distributions, estimation, hypothesis testing, chi-square, correlation and regression.**Components: **Class**Prereqs/Coreqs: **P: MATH 2740 with a grade of "C-" or better**Typically Offered:** Fall/Spring/Summer

**MATH 4050 Applied Regression Analysis 3 Credits**

A thorough investigation of regression methods used in statistics including linear regression models, multiple regression models, model building, residual analysis, and time series. Students in this course will also learn about the underlying mathematical models for the analyses. Students may not receive credit for both STAT 3130 and MATH 4050.**Components: **Class**Prereqs/Coreqs: **P: MATH 4030 with a grade of "C-" or better.**Typically Offered:** Fall

**MATH 4320 History and Development of Mathematical Concepts 3 Credits**

A study of the history and development of mathematics from the primitive origins of numbers to modern mathematics.**Components: **Class**Prereqs/Coreqs: **P: MATH 2840 with a grade of "C-" or better**Typically Offered:** Fall-ODD

**MATH 4330 Theory of Numbers 3 Credits**

Integers, divisibility, prime numbers, Euclidean algorithm, linear Diophantine equations, congruences, Wilson's and Euler's theorems, Fermat's little theorem, and other selected topics.**Components: **Class**Prereqs/Coreqs: **P: MATH 2730 or MATH 3330 with a grade of "C-" or better**Typically Offered:** Fall-EVEN

**MATH 4430 Advanced Calculus 3 Credits**

Study, through formal proof, of sets, functions, the real numbers, sequences, limits, continuity, differentiation, and integration.**Components: **Class**Prereqs/Coreqs: **P: Math 2730 with a C- or better or consent of instructor and Math 2840 with a C- or better**Typically Offered:** Fall

**MATH 4530 Complex Variables 3 Credits**

Complex numbers, complex functions, differentiation, elementary functions, integration, and infinite series.**Components: **Class**Prereqs/Coreqs: **P: MATH 2840 with a grade of "C-" or better**Typically Offered:** Spring-EVEN

**MATH 4620 Topics in Modern Mathematics 1-3 Credits**

Topics to be selected by the instructor.**Components: **Class**Prereqs/Coreqs: **P: MATH 2840 with a grade of "C-" or better**Typically Offered:** DEMAND

**MATH 4660 Cooperative Field Experience 1-8 Credits**

Enhancement of the educational experience through placement of a student with a cooperating agency, business, industry or institution. The nature of the assignment, type of experience, number of credits, and evaluation procedure to be stipulated in a statement of agreement (learning contract) between the student and department.**Components: **Field Studies**Typically Offered:** Fall/Spring

**MATH 4710 Undergraduate Research 1-3 Credits**

Students will work with a supporting faculty member on a research project. A maximum of 3 credits may be applied towards the Mathematics Major electives requirement.**Components: **Research**Prereqs/Coreqs: **P: Math 2740 with a grade of "C-" or better.**Typically Offered:** Fall/Spring/Summer

**MATH 4810 Senior Seminar 1 Credit**

Development of library research techniques, organization and presentation of research findings beyond those formed in existing courses.**Components: **Seminar**Prereqs/Coreqs: **P: 12 credits of mathematics selected from MATH 3100 and above, including either MATH 4430 or MATH 3330 with a grade of "C-" or better.**Typically Offered:** Fall/Spring

**MATH 4920 Independent Study in Mathematics 1-3 Credits**

**Components: **Independent Study**Typically Offered:** Fall/Spring

**MATH 5 Basic Mathematics 2 Credits**

Designed for students with minimum algebra background or who have been away from mathematics for several years. Subject areas to be covered include arithmetic of whole numbers, fraction and decimals, ratios and percents, and basic algebraic concepts. Prepares the student for Elementary Algebra (Math 10). This course does not carry UWP degree credit.**Components: **Class**Typically Offered:** Fall/Spring

## Statistics (STAT)

**STAT 2030 Data Visualization and Analysis 3 Credits**

Introductory course in finding, describing, managing and using datasets with statistical software in order to create useful statistical results in a variety of fields.**Components: **Class**Prereqs/Coreqs: **P: Either MATH 1530 with a grade of C- or better or a math placement level of 20 or higher and either MATH 1830 with a grade of C- or better or MATH 4030 with a grade of C- or better.**Typically Offered:** Fall

**STAT 3130 Introduction to Applied Regression Analysis 3 Credits**

A thorough investigation of regression methods used in statistics including linear regression models, multiple regression models, model building, residual analysis, and time series. Students may not receive credit for both STAT 3130 and MATH 4050.**Components: **Class**Prereqs/Coreqs: **P: Either MATH 1530 with a grade of C- or higher or a math placement of 20 or higher and MATH 1830 with a grade of C- or better.**Typically Offered:** Fall

**STAT 3230 Experimental Design and Analysis 3 Credits**

Fundamentals of Experimental Design, Completely Randomized designs, ANOVA, Factorial and 2k designs, Block designs, Latin Square and Repeated Measures.**Components: **Class**Prereqs/Coreqs: **P: STAT 3130 or MATH 4050 with a grade of C- or higher**Typically Offered:** Spring

**STAT 4130 Applied Categorical Data Analysis 3 Credits**

Introduction to categorical data analysis, including probability distribution, contingency tables, generalized linear models, logistic regression and logit models.**Components: **Class**Prereqs/Coreqs: **P: Either MATH 1530 with a grade of C- or better or a math placement level of 20 or higher and either MATH 1830 or MATH 4030 with a grade of C- or better.**Typically Offered:** Spring-ODD

**STAT 4230 Applied Nonparametric Statistics 3 Credits**

Introduction to distribution-free tests, confidence intervals, estimation; topics include one- and two-sample problems, one- and two-way analysis of variance, multiple comparisons, and correlation.**Components: **Class**Prereqs/Coreqs: **P: Either MATH 1530 with a grade of C- or better or a math placement level of 20 or higher and either MATH 1830 or MATH 4030 with a grade of C- or better.**Typically Offered:** Fall-ODD

## Faculty and lecturers

Additional information about the Faculty and Lecturers below may be found in the Faculty and Academic Staff section of this catalog.

Allen, Daniel

Attenborough, Holly

Barnet, Barbara A.

Bingham, Lauran

Black, Michael

Bombardier, Kevin

Borman, Francis

Calcaterra, Robert A.

Chang, Mu-Ling

Collins, Benjamin V.C.

Czarnecki, Kyle

Deis, Timothy M.

DesJarlais, Terry

Frayer, Christopher

Grunow, Jodean E.

Haertzen, Kevin J.

Hanson, Terry L.

Hertz, Kathleen E.

Hopkins, John

Hu, Yueqi

Ira, Michael S.

Kwon, Miyeon

Ljumanovic, Leonida

Muslu, Zehra

Obielodan, Florence

Paler, Mary Elvi A.

Premadasa, A.K. Kirthi

Reuter, Victoria

Swenson, James A.

Thrun, Jason R.

Ul-Haq, Irfan

Wackwitz, Daniel

Wills, Sheryl L.