Abstract
This article describes the difficult concepts of convergence in probability, convergence almost surely, convergence in law, and convergence in rth mean using a visual-minded and graphical simulation-based approach. For this purpose, each probability of events is approximated by a frequency. An R package that reproduces all of the experiments cited in this article is available in CRAN. See the online Supplement for details.
| Original language | English |
|---|---|
| Pages (from-to) | 173-178 |
| Number of pages | 6 |
| Journal | American Statistician |
| Volume | 63 |
| Issue number | 2 |
| DOIs | |
| Publication status | Published - 2009 |
| Externally published | Yes |
Keywords
- Convergence almost surely
- Convergence in law
- Convergence in probability
- Convergence in rth mean
- Dynamic graphics
- Monte carlo simulation
- R language
- Visualization
Fingerprint
Dive into the research topics of 'Understanding convergence concepts: a visual-minded and graphical simulation-based approach'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver