
Statistics 101 · 3 credits · ACE and NCCRS
Principles of Statistics
Statistics for business: data and graphs, probability, distributions, confidence intervals, hypothesis tests and regression.
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No: Principles of Statistics teaches you to describe data and draw conclusions from it, with probability, confidence intervals, hypothesis tests and regression. Quantitative Analysis teaches tools for business decisions: decision analysis, simulation, inventory and queuing, project scheduling, linear programming, and transportation and assignment problems. Both use probability.

Statistics 101 · 3 credits · ACE and NCCRS
Statistics for business: data and graphs, probability, distributions, confidence intervals, hypothesis tests and regression.

Math 250 · 3 credits · NCCRS
Tools for business decisions: decision analysis, simulation, inventory, project scheduling and linear programming.
From the syllabi: what only one course covers, and where they meet.
| Statistics | Quantitative Analysis | |
|---|---|---|
| Course code | Statistics 101 | Math 250 |
| Chapters | 14 chapters | 13 chapters |
| Instructional hours | 67 hours | 34 hours |
| ACE | Yes: ACE ID UPIS-0003 | No: NCCRS only |
| Focus | Describing data and testing claims | Models for business decisions |
| Prerequisites | None listed | |
| Final exam | 100 multiple-choice questions | |
Both are self-paced: quizzes and the assignment are open-book, the final is proctored, and 70 or higher passes.
Take the course your degree names.


No. Principles of Statistics (Statistics 101) covers describing data, probability, distributions, confidence intervals, hypothesis tests, regression and ANOVA. Quantitative Analysis (Math 250) uses probability inside business decision tools: decision trees, simulation, inventory and queuing models, project scheduling and linear programming.
Neither syllabus lists a prerequisite, so you can take them in either order. Both use probability, which Principles of Statistics teaches from its third chapter.
Principles of Statistics (Statistics 101): ACE recommends 3 semester hours, ACE ID UPIS-0003, and NCCRS recommends 3 as well. Quantitative Analysis (Math 250) is NCCRS only: 3 semester hours in Mathematics, Statistics, Economics, Finance, Management or Data Science, among other areas.
Principles of Statistics: NCCRS recommends 3 semester hours, lower division, in Mathematics among other subjects; ACE recommends 3 (ACE ID UPIS-0003). Quantitative Analysis: NCCRS recommends 3 semester hours, lower division, in Mathematics among other subjects.
Principles of Statistics: Mathematics, Economics, International Business, Finance, Finance and Investment, Accounting, Management, Human Resources, Hospitality Management, Management Information Systems, Marketing, Education, or Health Services. Quantitative Analysis: Mathematics, Computer Science, Economics, Actuarial Science, Statistics, International Business, Finance, Finance and Investment, Management, Computational Finance, Financial Engineering, or Data Science. Your college decides which requirement each one fills.
Principles of Statistics is longer by its syllabus. Principles of Statistics: 14 chapters and 67 instructional hours. Quantitative Analysis: 13 chapters and 34 instructional hours. Both are self-paced, so you finish as fast or as slow as you want.
Principles of Statistics: 100 multiple-choice questions, 50% of the grade. Quantitative Analysis: 100 multiple-choice questions, 25% of the grade.
Principles of Statistics: Illowsky, Barbara, and Susan Dean, editors. Introductory Statistics 2e. OpenStax, 2023, with other references. Quantitative Analysis: Render, Barry, et al. Quantitative Analysis for Management. 13th ed., Pearson, 2021 (optional).
On upistudy.com: the Principles of Statistics syllabus opens after a free sign-in. It lists all 14 chapters, the grading and the credit recommendation, so you can send it to your registrar.
Yes, online: under light proctoring (no camera) if you already have 70% before it, otherwise under full proctoring. The quizzes and the assignment are open-book; the Principles of Statistics final is not.
ACE and NCCRS have over 2,100 cooperating colleges that will consider accepting credits; the final decision is with the universities. Search your school in Find My College and ask your registrar which courses Statistics 101 and Math 250 would count as. For the registrar: Principles of Statistics's NCCRS recommendation lists Mathematics and Quantitative Analysis's NCCRS recommendation lists Mathematics.
ACE and NCCRS have over 2,100 cooperating colleges that will consider accepting credits; the final decision is with the universities.



















Plus many more partner colleges and ACE and NCCRS cooperating colleges.
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ACE and NCCRS have over 2,100 cooperating colleges that will consider accepting credits; the final decision is with the universities.
UPI Study facts are from our course catalog, syllabi and course rules.