Rice Virtual Labs in Statistics review
A free web collection for exploring statistical methods with simulations and real-data case studies.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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 pros and cons
- 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
Rice Virtual Labs in Statistics fact sheet, pricing and score →
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. How we rank.
Last updated · How we research and update