Rice Virtual Labs in Statistics
Rice Virtual Labs in Statistics: A free web collection for exploring statistical methods with simulations and real-data case studies. Ranked #15 of 40 in Statistics Learning Software by our editors (7.9/10); pricing: Free plan; best for exploring statistical methods through simulations.
At a glance
- Editor score7.9 / 10
- PricingFree plan
- Best forExploring statistical methods through simulations
- Free planYes
- Paid fromNone
- Guided lessonsNo
- Facts checked28 Sep 2026
Where it wins
- Simulations cover probability, sampling, inference, regression, and ANOVA
- Real-data case studies pair analysis with interpretation
- Downloadable simulation archives and source code are available
Where it doesn't
- No guided lessons or classroom tools are listed
- The simulations are Java applets, and current compatibility is unclear
- Its focus is narrower than a structured statistics course
Our verdict on Rice Virtual Labs in Statistics
Rice Virtual Labs in Statistics is a free, web-based collection for learners who want to explore statistical ideas through interactive simulations and demonstrations. It also includes real-data case studies with analysis and interpretation, plus basic statistical analysis tools. The scope ranges from probability topics such as conditional probability, the binomial distribution, Bayes’ theorem, and Monty Hall to sampling distributions and the central limit theorem. It is suited to independent exploration or as a supplement to statistics study, rather than a guided course.
The breadth of demonstrations is its defining strength. Topics include confidence intervals, t tests, power, regression, ANOVA, and chi-square, giving learners ways to examine methods across probability, inference, and applied analysis. The case studies add a different mode of learning: instead of focusing only on simulated outcomes, they use real data and ask users to consider analysis and interpretation. The related Online Statistics Education site links to the lab and provides instructional material and additional simulations, so learners seeking more context can explore that companion resource.
The main caveat is the format. The lab describes its simulations as Java applets, and current compatibility of individual applets is unclear; that uncertainty may matter for learners choosing a dependable everyday study tool. The site offers downloadable simulation archives and source code, and states that its simulation applets are in the public domain. However, it is not presented as a structured curriculum: guided lessons and classroom tools are not listed. Choose it for free, topic-by-topic experimentation and case-study exploration; look elsewhere if you need a guided sequence or dedicated classroom management features.
Rice Virtual Labs in Statistics pricing
Rice Virtual Labs in Statistics fact sheet
| Free plan | Yes |
|---|---|
| Paid from | None |
| Guided lessons | No |
| Statistics simulations | Yes |
| Probability experiments | Yes |
| Classroom tools | No |
| Supported platforms | web |
| Deployment | Cloud |
| Platforms | Web |
| Built for | Solo, Small business, Mid-market, Enterprise (editorial estimate) |
| Pricing | Free plan |
| Website | onlinestatbook.com |
| Facts checked | 28 Sep 2026 |
Alternatives to Rice Virtual Labs in Statistics
- Integrated Statistics Learning Environment (ISLE)An open-source teaching environment that pairs statistics instruction with collaborative analysis.9.3
- SOCR (Statistics Online Computational Resource)A broad, free statistics resource combining learning materials, simulations, and analysis tools.9.2
- Conceptual Learning with Interactive AppletsA free, browser-based collection for visualizing core statistics concepts in class.9.1
See all Rice Virtual Labs in Statistics alternatives →
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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