3 units
- Preparation for the Major
- Impacted Program
- Required Courses
- Statistics
- Three Units of Either Statistics or Logic
- Mathematical Concepts and Quantitative Reasoning
- Area 2. Mathematical Concepts and Quantitative Reasoning
- Preparation for Major
- Three Units of Statistics or Logic Selected From
- Lower Division Units
- Admission to the Degree Curriculum
- Prerequisites
- Business
- Three Units from Each of the Following Groups
- One of the Following
- Statistics and Logic
- Lower Division Methods
- One Course Selected From
- Note Also
- Mathematics/Quantitative Reasoning
Offered: Offered every term
Counts toward
- General Education (2026-27) - Mathematical Concepts and Quantitative Reasoning, Area 2. Mathematical Concepts and Quantitative Reasoning
- General Education (2024-25) - Mathematics/Quantitative Reasoning
- General Education (2025-26) - Area 2. Mathematical Concepts and Quantitative Reasoning
- Accounting, B.S. in Business Administration (2024-25) - Preparation for the Major
Show all 180
- Artificial Intelligence and Human Responsibility, B.S. (2026-27) - Preparation for Major
- Artificial Intelligence and Human Responsibility, B.S. (2025-26) - Preparation for Major
- Brazilian Studies, B.A. (2026-27) - Three Units of Statistics or Logic Selected From
- Brazilian Studies, B.A. (2025-26) - Three Units of Statistics or Logic Selected From
- Brazilian Studies, B.A. in Liberal Arts and Sciences (2024-25) - Three Units of Statistics or Logic Selected From
- Business Administration Certificate (2026-27) - Lower Division Units
- Business Administration Certificate (2025-26) - Lower Division Units
- Business Administration Certificate (2024-25) - Lower Division Units
- Business Administration, Accounting, B.S. (2025-26) - Preparation for the Major
- Business Administration, Emphasis in Accounting, B.S. (2026-27) - Preparation for the Major
- Business Administration, Emphasis in Finance, B.S. (2026-27) - Preparation for the Major
- Business Administration, Emphasis in Financial Services, B.S. (2026-27) - Preparation for the Major
- Business Administration, Emphasis in General Business, B.S. (2026-27) - Preparation for the Major
- Business Administration, Emphasis in Information Systems, B.S. (2026-27) - Preparation for the Major
- Business Administration, Emphasis in Management, B.S. (2026-27) - Preparation for the Major
- Business Administration, Emphasis in Marketing, B.S. (2026-27) - Preparation for the Major
- Business Administration, Emphasis in Real Estate, B.S. (2026-27) - Preparation for the Major
- Business Administration, Finance, B.S. (2025-26) - Preparation for the Major
- Business Administration, Financial and Tax Planning Concentration, M.S. (2026-27) - Admission to the Degree Curriculum
- Business Administration, Financial and Tax Planning Concentration, M.S. (2025-26) - Admission to the Degree Curriculum
- Business Administration, Financial and Tax Planning Concentration, M.S. (2024-25) - Admission to the Degree Curriculum
- Business Administration, Financial Services, B.S. (2025-26) - Preparation for the Major
- Business Administration, General Business, B.S. (2025-26) - Preparation for the Major
- Business Administration, Information Systems, B.S. (2025-26) - Preparation for the Major
- Business Administration, Management, B.S. (2025-26) - Preparation for the Major
- Business Administration, Management, Specialization in Entrepreneurship, B.S. (2026-27) - Preparation for the Major
- Business Administration, Management, Specialization in Entrepreneurship, B.S. (2025-26) - Preparation for the Major
- Business Administration, Management, Specialization in Human Resource Management, B.S. (2026-27) - Preparation for the Major
- Business Administration, Management, Specialization in Human Resource Management, B.S. (2025-26) - Preparation for the Major
- Business Administration, Marketing, B.S. (2025-26) - Preparation for the Major
- Business Administration, Marketing, Specialization in Integrated Marketing Communications, B.S. (2025-26) - Preparation for the Major
- Business Administration, Marketing, Specialization in Professional Selling and Sales Management, B.S. (2025-26) - Preparation for the Major
- Business Administration, Real Estate, B.S. (2025-26) - Preparation for the Major
- Comparative International Studies, B.A. (2026-27) - Statistics
- Comparative International Studies, B.A. (2025-26) - Statistics
- Comparative International Studies, B.A. in Liberal Arts and Sciences (2024-25) - Preparation for the Major
- Economics, B.A. (2026-27) - Impacted Program, Preparation for the Major
- Economics, B.A. (2025-26) - Impacted Program, Preparation for the Major
- Economics, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Preparation for the Major
- Economics, Emphasis in International Economics, B.A. (2026-27) - Preparation for the Major
- Economics, Emphasis in International Economics, B.A. (2025-26) - Preparation for the Major
- Economics, Emphasis in International Economics, B.A. in Liberal Arts and Sciences (2024-25) - Preparation for the Major
- Economics, Emphasis in Public Policy, B.A. (2026-27) - Preparation for the Major
- Economics, Emphasis in Public Policy, B.A. (2025-26) - Preparation for the Major
- Economics, Emphasis in Public Policy, B.A. in Liberal Arts and Sciences (2024-25) - Preparation for the Major
- Economics, Specialization in Quantitative Analysis, B.A. (2026-27) - Preparation for the Major
- Economics, Specialization in Quantitative Analysis, B.A. (2025-26) - Preparation for the Major
- Economics, Specialization in Quantitative Analysis, B.A. in Liberal Arts and Sciences (2024-25) - Preparation for the Major
- Finance Minor (2026-27) - Required Courses
- Finance Minor (2025-26) - Required Courses
- Finance Minor (2024-25) - Required Courses
- Finance, B.S. in Business Administration (2024-25) - Preparation for the Major
- Financial Services, B.S. in Business Administration (2024-25) - Preparation for the Major
- Foods and Nutrition, B.S. (2026-27) - Preparation for the Major
- Foods and Nutrition, B.S. (2025-26) - Preparation for the Major
- Foods and Nutrition, B.S. in Applied Arts and Sciences (2024-25) - Preparation for the Major
- General Business, B.S. in Business Administration (2024-25) - Preparation for the Major
- Information Systems, B.S. in Business Administration (2024-25) - Preparation for the Major
- International Business, Arabic - Middle East and North Africa Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, Arabic - Middle East and North Africa Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, Asian Languages - Singapore Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, Asian Languages - Singapore Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, Chinese - Asia Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, Chinese - Asia Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, Emphasis in Arabic - Middle East and North Africa, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in Asian Languages - Singapore, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in Chinese - Asia, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in English - North America, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in European Languages - North Atlantic, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in French - North America, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in French - Western Europe, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in German - Western Europe, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in Italian - Western Europe, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in Japanese - Asia, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in Korean - Asia, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in Portuguese - Latin America, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in Portuguese - Western Europe, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in Russian - Central Europe, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in Spanish - Latin America, B.A. (2026-27) - Impacted Program, Business
- International Business, Emphasis in Spanish - Western Europe, B.A. (2026-27) - Impacted Program, Business
- International Business, English - North America Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, English - North America Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, European Languages -North Atlantic Emphasis, B.A. Degree (2025-26) - Impacted Program, Business
- International Business, European Languages -North Atlantic Emphasis, B.A. Degree in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, French - North America Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, French - North America Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, French - Western Europe Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, French - Western Europe Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, German - Western Europe Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, German - Western Europe Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, Italian - Western Europe Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, Italian - Western Europe Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, Japanese - Asia Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, Japanese - Asia Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, Korean - Asia Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, Korean - Asia Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, Portuguese - Latin America Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, Portuguese - Latin America Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, Portuguese - Western Europe Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, Portuguese - Western Europe Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, Russian - Central Europe Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, Russian - Central Europe Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, Spanish - Latin America Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, Spanish - Latin America Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Business, Spanish - Western Europe Emphasis, B.A. (2025-26) - Impacted Program, Business
- International Business, Spanish - Western Europe Emphasis, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Business
- International Security and Conflict Resolution, Specialization in Conflict in the Global System, B.A. (2026-27) - Three Units from Each of the Following Groups
- International Security and Conflict Resolution, Specialization in Conflict in the Global System, B.A. (2025-26) - Three Units from Each of the Following Groups
- International Security and Conflict Resolution, Specialization in Conflict in the Global System, B.A. in Liberal Arts and Sciences (2024-25) - Three Units from Each of the Following Groups
- International Security and Conflict Resolution, Specialization in Environment in the Global System, B.A. (2026-27) - Three Units from Each of the Following Groups
- International Security and Conflict Resolution, Specialization in Environment in the Global System, B.A. (2025-26) - Three Units from Each of the Following Groups
- International Security and Conflict Resolution, Specialization in Environment in the Global System, B.A. in Liberal Arts and Sciences (2024-25) - Three Units from Each of the Following Groups
- International Security and Conflict Resolution, Specialization in Justice in the Global System, B.A. (2026-27) - Three Units from Each of the Following Groups
- International Security and Conflict Resolution, Specialization in Justice in the Global System, B.A. (2025-26) - Three Units from Each of the Following Groups
- International Security and Conflict Resolution, Specialization in Justice in the Global System, B.A. in Liberal Arts and Sciences (2024-25) - Three Units from Each of the Following Groups
- Kinesiology, Emphasis in Exercise Science Generalist, B.S. (2026-27) - Statistics
- Kinesiology, Emphasis in Exercise Science Generalist, B.S. (2025-26) - One of the Following
- Kinesiology, Emphasis in Exercise Science Generalist, B.S. in Applied Arts and Sciences (2024-25) - One of the Following
- Kinesiology, Emphasis in Fitness Specialist, B.S. (2026-27) - One of the Following
- Kinesiology, Emphasis in Fitness Specialist, B.S. (2025-26) - One of the Following
- Kinesiology, Emphasis in Fitness Specialist, B.S. in Applied Arts and Sciences (2024-25) - One of the Following
- Kinesiology, Emphasis in Prephysical Therapy, B.S. (2026-27) - One of the Following
- Kinesiology, Emphasis in Prephysical Therapy, B.S. (2025-26) - One of the Following
- Kinesiology, Emphasis in Prephysical Therapy, B.S. in Applied Arts and Sciences (2024-25) - One of the Following
- Latin American Studies, B.A. (2026-27) - Three Units of Statistics or Logic Selected from
- Latin American Studies, B.A. (2025-26) - Three Units of Statistics or Logic Selected from
- Latin American Studies, B.A. in Liberal Arts and Sciences (2024-25) - Three Units of Statistics or Logic Selected from
- Linguistics, B.A. (2026-27) - Statistics and Logic
- Linguistics, B.A. (2025-26) - Preparation for the Major
- Linguistics, B.A. in Liberal Arts and Sciences (2024-25) - Preparation for the Major
- Management, B.S. in Business Administration (2024-25) - Preparation for the Major
- Management, Specialization in Entrepreneurship, B.S. in Business Administration (2024-25) - Preparation for the Major
- Management, Specialization in Human Resource Management, B.S. in Business Administration (2024-25) - Preparation for the Major
- Marketing, General Marketing, B.S. in Business Administration (2024-25) - Preparation for the Major
- Marketing, Specialization in Integrated Marketing Communications, B.S. in Business Administration (2024-25) - Preparation for the Major
- Marketing, Specialization in Professional Selling and Sales Management, B.S. in Business Administration (2024-25) - Preparation for the Major
- Music, Music Entrepreneurship and Business Track, B.M. (2026-27) - Statistics
- Music, Music Entrepreneurship and Business Track, B.M. (2025-26) - One Course Selected From
- Music, Music Entrepreneurship and Business Track, B.M. in Applied Arts and Sciences (2024-25) - One Course Selected From
- Personal Financial Planning Certificate (2026-27) - Prerequisites
- Personal Financial Planning Certificate (2025-26) - Prerequisites
- Personal Financial Planning Certificate (2024-25) - Prerequisites
- Political Science, B.A. (2026-27) - Impacted Program, Three Units of Either Statistics or Logic
- Political Science, B.A. (2025-26) - Impacted Program, Three Units of Either Statistics or Logic
- Political Science, B.A. in Liberal Arts and Sciences (2024-25) - Impacted Program, Three Units of Either Statistics or Logic
- Psychology, B.A. (2026-27) - Preparation for the Major
- Psychology, B.A. (2025-26) - Note Also
- Psychology, B.A. in Applied Arts and Sciences (2024-25) - Note Also
- Psychology, B.A. in Liberal Arts and Sciences (2024-25) - Note Also
- Psychology, Emphasis in Industrial and Organizational Psychology, B.A. (2026-27) - Preparation for the Major
- Psychology, Emphasis in Industrial and Organizational Psychology, B.A. (2025-26) - Note Also
- Psychology, Emphasis in Industrial and Organizational Psychology, B.A. in Liberal Arts and Sciences (2024-25) - Note Also
- Psychology, Emphasis in Neuroscience, B.A. (2026-27) - Preparation for the Major
- Psychology, Emphasis in Neuroscience, B.A. (2025-26) - Note Also
- Psychology, Emphasis in Neuroscience, B.A. in Liberal Arts and Sciences (2024-25) - Note Also
- Real Estate, B.S. in Business Administration (2024-25) - Preparation for the Major
- Social Science, B.A. (2026-27) - Lower Division Methods
- Social Science, B.A. (2025-26) - Lower Division Methods
- Social Science, B.A. in Liberal Arts and Sciences (2024-25) - Lower Division Methods
- Sustainability, B.A. (2026-27) - One Course Selected From
- Sustainability, B.A. (2025-26) - One Course Selected From
- Sustainability, B.A. in Liberal Arts and Sciences (2024-25) - One Course Selected From
- Urban Studies, B.A. (2025-26) - Preparation for the Major
- Urban Studies, B.A. in Liberal Arts and Sciences (2024-25) - Preparation for the Major
- Urban Studies, Urban Cultures and Societies Specialization, B.A. (2026-27) - Preparation for the Major
- Urban Studies, Urban Cultures and Societies Specialization, B.A. (2025-26) - Preparation for the Major
- Urban Studies, Urban Cultures and Societies Specialization, B.A. in Liberal Arts and Sciences (2024-25) - Preparation for the Major
- Urban Studies, Urban Planning, Design, and Management Specialization, B.A. (2026-27) - Preparation for the Major
- Urban Studies, Urban Planning, Design, and Management Specialization, B.A. (2025-26) - Preparation for the Major
- Urban Studies, Urban Planning, Design, and Management Specialization, B.A. in Liberal Arts and Sciences (2024-25) - Preparation for the Major
- Urban Studies, Urban Political Economy and Public Policy Specialization, B.A. (2026-27) - Preparation for the Major
- Urban Studies, Urban Political Economy and Public Policy Specialization, B.A. (2025-26) - Preparation for the Major
- Urban Studies, Urban Political Economy and Public Policy Specialization, B.A. in Liberal Arts and Sciences (2024-25) - Preparation for the Major
- Urban Studies, Urban Sustainability Specialization, B.A. (2026-27) - Preparation for the Major
- Urban Studies, Urban Sustainability Specialization, B.A. (2025-26) - Preparation for the Major
- Urban Studies, Urban Sustainability Specialization, B.A. in Liberal Arts and Sciences (2024-25) - Preparation for the Major
Introduction to descriptive statistics, statistical inference, regression and correlation.
From the catalog
- Counts as
- Math/Quantitative Reasoning [2]
- Grading
- LCR: Letter Grade with Cr/NC available. The grading default for the class will be letter grade, but students can opt to take it for Cr/NC
4 sections in Spring 2027
Class #8949· Part online, part in-person · Open · Letter or CR/NC
55 of 55 seats open
Class #9085· Part online, part in-person · Open · Letter or CR/NC
55 of 55 seats open
Class #11369· In-person · Open · Letter or CR/NC
50 of 50 seats open
Tue, Thu 11:00 AM-12:15 PM · LL 408
Class #5052· In-person · Open · Letter or CR/NC
26 of 26 seats open
Mon, Wed 2:00 PM-3:15 PM · HH 128
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