Required: 3 credits minimum
This list includes introductory math courses.
Introduction to basic concepts and methods of probability and statistics, including the following topics: collection, description and presentation of data, probability, random variables, sampling, probability distributions, estimation and hypothesis testing, ANOVA, and selected non-parametric techniques.
- Credits: 3.0
- Lec-Rec-Lab: (3-0-0)
- Semesters Offered: On Demand
- Pre-Requisite(s): MA 1135 or MA 1160 or MA 1161 or MA 1121
Provides an introduction to the collection, processing, and communication of business data to inform business decisions. Some topics include: finding reliable and trustworthy data sources, collecting data, cleaning and transforming date, and basic descriptive statistics. The course introduces industry leading data processing and statistical tools.
- Credits: 3.0
- Lec-Rec-Lab: (3-0-0)
- Semesters Offered: Fall, Spring
- Pre-Requisite(s): BUS 2300
Application of the principal mathematical techniques used in economic theory and modeling. Topics include optimization, marginal analysis, comparative statics, and other applications.
- Credits: 3.0
- Lec-Rec-Lab: (3-0-0)
- Semesters Offered: Spring, in odd years
- Pre-Requisite(s): EC 2001 and (MA 1160 or MA 1161 or MA 1121 or MA 1135)
Introduces techniques and procedures to estimate and test economic and financial relationships developed in business, economics, social and physical sciences.
- Credits: 3.0
- Lec-Rec-Lab: (0-3-0)
- Semesters Offered: Fall
- Pre-Requisite(s): (EC 2001 or EC 3002 or EC 3003) and (BUS 2100 or MA 2710 or MA 2720 or MA 3710) and (MA 1135 or MA 1160 or MA 1161 or MA 1121)
Stresses the role of contemporary mathematical thinking and the connection between mathematics and our daily lives. Topics may include problem solving and logic, sets, voting systems, graphs, number systems, geometry, mathematics of finance, combinatorics, and probability and statistics.
- Credits: 3.0
- Lec-Rec-Lab: (0-3-0)
- Semesters Offered: Fall
- Restrictions: Must be enrolled in one of the following Major(s): Anthropology, Communication, Culture & Media, Comm and Culture Studies, Theatre & Electr. Media Perf., English, Theatre & Entertain Tech (BS), Theatre & Entertain Tech (BA), Liberal Arts, Nursing, Pre-Nursing, Psychology, Sports and Fitness Management, History, Social Sciences, Liberal Arts with History Opt, Sustainability Sci and Society, Scientific & Tech Comm (BA), Scientific & Tech Comm (BS), Humanities
- Pre-Requisite(s): ALEKS Math Placement >= 00 or ACT Mathematics >= 10 or SAT MATH SECTION SCORE-M16 >= 260
This course is the second of a two semester sequence. It examines the behavior of exponential, logarithmic, and trigonometric functions. Also, algebraic and trigonometric methods commonly needed in calculus are reviewed. MA1030 and MA1031 together are equivalent to MA1032.
- Credits: 3.0
- Lec-Rec-Lab: (0-3-0)
- Semesters Offered: Fall, Spring
- Pre-Requisite(s): MA 1030
This course examines the behavior of linear, polynomial, rational, exponential, logarithmic and trigonometric functions.
- Credits: 4.0
- Lec-Rec-Lab: (0-4-0)
- Semesters Offered: Fall, Spring, Summer
- Pre-Requisite(s): ALEKS Math Placement >= 61 or ACT Mathematics >= 22 or SAT MATH SECTION SCORE-M16 >= 540
Topics include limits, continuity of functions, transcendental functions, derivatives, integrals, and applications of the derivative in the fields of economics, biological sciences, and social sciences. Credit applicable only to those curricula specifying this course.
- Credits: 4.0
- Lec-Rec-Lab: (0-4-0)
- Semesters Offered: Fall, Spring, Summer
- Restrictions: May not be enrolled in one of the following College(s): College of Engineering
- Pre-Requisite(s): MA 1032 or MA 1031 or MA 1120 or ALEKS Math Placement >= 76 or CEEB Calculus AB >= 2 or CEEB Calculus BC >= 2 or CEEB Calculus AB Subscore >= 2 or ACT Mathematics >= 26 or SAT MATH SECTION SCORE-M16 >= 610
An introduction to single-variable calculus, which includes a computer laboratory. Topics include trigonometric, exponential, and logarithmic functions, differentiation and its uses, and basic integration. Integrates symbolic tools, graphical concepts, data and numerical calculations.
- Credits: 4.0
- Lec-Rec-Lab: (0-3-1)
- Semesters Offered: Fall
- Pre-Requisite(s): ALEKS Math Placement >= 86 or CEEB Calculus AB >= 3 or CEEB Calculus BC >= 3 or CEEB Calculus AB Subscore >= 3 or ACT Mathematics >= 29 or SAT MATH SECTION SCORE-M16 >= 680
An introduction to single-variable calculus, which includes a computer laboratory. Topics include trigonometric, exponential, logarithmic functions, differentiation and its uses, and basic integration. Integrates symbolic tools, data and numerics, and graphical concepts and is similar to MA1160, going at a different pace.
- Credits: 5.0
- Lec-Rec-Lab: (0-4-1)
- Semesters Offered: Fall, Spring, Summer
- Pre-Requisite(s): MA 1032 or MA 1031 or MA 1120 or ALEKS Math Placement >= 76 or CEEB Calculus AB >= 2 or CEEB Calculus BC >= 2 or CEEB Calculus AB Subscore >= 2 or ACT Mathematics >= 26 or SAT MATH SECTION SCORE-M16 >= 610
Continued study of calculus, which includes a computer laboratory. Topics include integration and its uses, function approximation, vectors, and elementary modeling with differential equations.
- Credits: 4.0
- Lec-Rec-Lab: (0-3-1)
- Semesters Offered: Fall, Spring, Summer
- Pre-Requisite(s): MA 1160 or MA 1161 or MA 1135 or MA 1121 or CEEB Calculus AB >= 3 or CEEB Calculus BC >= 3 or CEEB Calculus AB Subscore >= 3
Introduction to the design and analysis of statistical studies. Topics include methods of data collection, descriptive and graphical methods, probability, statistical inference on means, regression and correlation, and ANOVA. The course will include an introduction to statistical software.
- Credits: 4.0
- Lec-Rec-Lab: (0-4-0)
- Semesters Offered: Fall, Spring, Summer
- Restrictions: May not be enrolled in one of the following Major(s): Mathematics
- Pre-Requisite(s): MA 1020 or MA 1030 or MA 1120 or MA 1032 or MA 1031 or ALEKS Math Placement >= 61 or CEEB Calculus BC >= 2 or CEEB Calculus AB Subscore >= 2 or ACT Mathematics >= 22 or SAT MATH SECTION SCORE-M16 >= 540
Focuses on generation and interpretation of business analytics relative to organizational decision making. Includes core skills necessary for constructing data retrieval queries in a relational database environment and processing data using appropriate programming languages. Introduces concepts related to data pipelining.
- Credits: 3.0
- Lec-Rec-Lab: (0-3-0)
- Semesters Offered: Spring
- Pre-Requisite(s): (MIS 2100 or CS 1122 or CS 1131) and (MIS 3100 or CS 3425)
Explores contemporary statistical methods in scientific research, emphasizing effect size estimation, meta-analysis, and open science practices. Students will apply these techniques to real-world research, with a focus on psychology and related fields.
- Credits: 3.0
- Lec-Rec-Lab: (0-3-0)
- Semesters Offered: Spring
- Restrictions: Must be enrolled in one of the following Major(s): Psychology, Social Sciences, Human Factors
- Pre-Requisite(s): MA 1020 or MA 1030 or MA 1031 or MA 1032 or MA 1120 or MA 1160(C) or MA 1161(C) or MA 1135(C) or MA 1121(C) or ALEKS Math Placement >= 61 or CEEB Calculus BC >= 2 or CEEB Calculus AB Subscore >= 2 or ACT Mathematics >= 22 or SAT MATH SECTION SCORE-M16 >= 540
Introduces students to quantitative analysis of social phenomena. Emphasizes understanding and proper interpretation of graphs; data quality; measures of central tendency, dispersion, and association; the concept of statistical significance; and interpretation of basic OLS regression. Introduces statistical software.
- Credits: 4.0
- Lec-Rec-Lab: (3-0-2)
- Semesters Offered: Fall, Spring
- Restrictions: Must be enrolled in one of the following College(s): College of For Res & Env Sci, College of Sciences & Arts, College of Business
- Pre-Requisite(s): MA 1020(C) or MA 1030(C) or MA 1120(C) or MA 1031(C) or MA 1032(C) or ALEKS Math Placement >= 61 or ACT Mathematics >= 22 or SAT MATH SECTION SCORE-M16 >= 540
Covers applied methods used in conducting empirical research in the social sciences. Topics include research design, hypothesis testing, measurement of concepts, and computer-based data analysis. Assumes familiarity with Social Sciences concepts.
- Credits: 3.0
- Lec-Rec-Lab: (3-0-0)
- Semesters Offered: Fall, in odd years
- Restrictions: May not be enrolled in one of the following Class(es): Freshman
- Pre-Requisite(s): SS 2720 or PSY 2720 or MA 2720 or BUS 2100