StatSim
StatSim is a free web app that enables users to create and share sophisticated probabilistic simulations directly in their browsers. With over 20 built-in distributions, it supports various methods for Bayesian inference, allowing for the development of complex statistical models, analysis through histograms, and parameter estimation using advanced algorithms.
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Top StatSim Features
- Probabilistic simulation capabilities
- Bayesian inference support
- Built-in SMT solver
- User-friendly editor mode
- Shareable model previews
- Diverse stochastic modeling options
- Advanced sampling methods
- Comprehensive probability distributions
- Histograms and summary statistics
- Online algorithm processing
- Machine learning model fitting
- ARIMA time series forecasting
- Synthetic data generation
- Streaming data profiling
- Feature selection with Boruta
- High-dimensional data visualization
- Compile models into binaries
- Optimize unknown parameters
- Constraint-based modeling
- Interactive data exploration.
