
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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Nearly: Business Statistics teaches the same first course, from data and probability to confidence intervals, hypothesis tests and regression, with business examples and statistical software. UPI Study's Principles of Statistics (Statistics 101) is built on business statistics: NCCRS lists its first topic as an introduction to Business Statistics, and ACE and NCCRS each recommend it for 3 semester hours.

Statistics 101 · 3 credits · ACE and NCCRS
Statistics for business: data and graphs, probability, distributions, confidence intervals, hypothesis tests and regression.
Intro statistics for business decisions, often with statistical software; Texas's common course is BUSI 2305.
Not offered under this name at UPI Study.
Texas's Business Statistics description, against the Statistics 101 syllabus and NCCRS's listing.
| Statistics | Business Statistics | |
|---|---|---|
| Texas (common courses) | MATH 1342 Elementary Statistical Methods | BUSI 2305 Business Statistics |
| Penn State | STAT 200 Elementary Statistics: 4 credits, GQ | SCM 200 Intro to Statistics for Business: 4 credits, GQ |
| Oregon State | ST 243Z Elementary Statistics I | BA 275 Foundations of Statistical Inference |
| Math before it | Oregon State: high school algebra recommended | College Algebra or MATH 1324 (Texas); MTH 111Z or placement (Oregon State) |
| Software | Penn State STAT 200: extensive use | Texas BUSI 2305: used throughout the course |
| UPI Study | Principles of Statistics: business data and Excel; ACE and NCCRS, 3 semester hours | |
Statistics 101 has 14 chapters and 67 instructional hours. Its textbooks include OpenStax's Introductory Business Statistics, and it lists no prerequisite.


Nearly. Texas describes BUSI 2305 Business Statistics as “Descriptive and inferential statistical techniques for business and economic decision-making.” Its topics, from probability and the normal distribution to confidence intervals, hypothesis tests and regression, are largely those of Elementary Statistical Methods (MATH 1342); what differs is the business examples and the software. Penn State offers both, STAT 200 and SCM 200, and each counts for its Quantification (GQ) requirement.
Largely, yes. NCCRS lists Statistics 101's major topics as starting with “introduction to Business Statistics”, and its outcomes include the ability to “analyze, interpret, and visualize business data using statistical software like Excel”. Its textbooks include OpenStax's Introductory Business Statistics. It also covers chi-square tests, ANOVA and nonparametric tests.
Not by name; the math asked before it can differ. Oregon State recommends only high school algebra for ST 243Z Elementary Statistics I, while BA 275 asks for Precalculus I (MTH 111Z) or a placement score, and Texas lists College Algebra or MATH 1324 before Business Statistics. Statistics 101 lists no prerequisite; it has 14 chapters and 67 instructional hours and is self-paced.
NCCRS recommends 3 semester hours, lower division, in Mathematics among other subjects; ACE recommends 3 (ACE ID UPIS-0003).
Its NCCRS recommendation lists Mathematics, Economics, International Business, Finance, Finance and Investment, Accounting, Management, Human Resources, Hospitality Management, Management Information Systems, Marketing, Education, or Health Services. Your college decides which requirement it fills.
Its syllabus lists no prerequisite, so you can start it today.
100 multiple-choice questions, counting for 50% of the grade.
The syllabus lists Illowsky, Barbara, and Susan Dean, editors. Introductory Statistics 2e. OpenStax, 2023, with other references.
Quantitative Analysis. In the “Business and data” order on the Math courses page, it follows Principles of Statistics. Your program may set its own order.
Yes. Principles of Statistics is a separate course: enroll in it alone, study it online at your own pace, and send its transcript to your college.
As soon as your dashboard shows Principles of Statistics at 100%. The last assignment takes about 48 hours to be checked, so leave about two days after you submit it, then request the transcript.
ACE and NCCRS have over 2,100 cooperating colleges that will consider accepting credits; the final decision is with the universities. ACE recommends 3 semester hours (ACE ID UPIS-0003), and NCCRS recommends 3 in Mathematics, Economics, Finance, Accounting, Management or Marketing, among other areas. Search your school in Find My College and ask your business school which course Statistics 101 would count as. For the registrar: Principles of Statistics'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.