Side by side
anesthetic vs logKDE
Both stand on statistical analysis software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.
Free plan Linux
anesthetic provides statistical calculations, diagnostics, plotting, and replay for scientific sampling chains. Its Python requirements and Linux focus suit users comfortable installing and scripting scientific software.
Visit anesthetic Free plan MacWindows
logKDE focuses on positive-valued kernel density estimation in R, with direct and FFT-based functions plus several kernels and bandwidth options. It does not provide statistical tests, regression models, or Bayesian analysis.
Visit logKDEThe facts
| anesthetic | logKDE | |
|---|---|---|
| Free plan | Yes | Yes |
| Open source | Not published | Not published |
| Runs on | Linux | Mac, Windows |
| Lowest paid plan | Not published | Free or on request |
| Plans published | None | 1 |
| Maker | anesthetic | Not published |
| Website | anesthetic.readthedocs.io | andrewthomasjones.com.au |
| On statistical analysis software | #54 of 107 | #50 of 107 |
anesthetic: what it does well
- Computes several Bayesian statistics
- Supports nested-sampling and MCMC chains
- Provides one- and two-dimensional plots
- Interactive replay handles listed file structures
- Free and MIT-licensed
What to know first
- Requires Python 3.9 or later
- Basic requirements include several dependencies
- Primarily designed for nested-sampling outputs
- Linux platform listed
logKDE: what it does well
- Designed for positive-domain data
- Offers direct and FFT estimation
- Six kernel choices listed
- Multiple bandwidth methods
- Available from CRAN
What to know first
- No statistical tests
- No regression models
- No Bayesian analysis
- Estimates only positive values
Alternatives to anesthetic Alternatives to logKDE The whole list