ILSE
Iterative Least Square Estimation or Full Information Maximum Likelihood Estimation for Linear Regression When Data Include Missing Values.
Science Score: 13.0%
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Low similarity (11.0%) to scientific vocabulary
Keywords
Repository
Iterative Least Square Estimation or Full Information Maximum Likelihood Estimation for Linear Regression When Data Include Missing Values.
Statistics
- Stars: 2
- Watchers: 2
- Forks: 3
- Open Issues: 0
- Releases: 0
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Metadata Files
README.md
ILSE
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Linear Regression by Iterative Least Square Estimation When Covariates Include Missing Values. In ILSE package, we also provide Full Information Maximum Likelihood for Linear Regression fimlreg that can handle missing Covariates or missing Response variables.
Please see our new paper for model details:
Installation
To install the the packages 'ILSE' from 'Github', firstly, install the 'remotes' package.
{Rmd}
install.packages("remotes")
remotes::install_github("feiyoung/ILSE")
Or install the the packages "ILSE" from 'CRAN'
{Rmd}
install.packages("ILSE")
Usage
For usage examples and guided walkthroughs, check the vignettes directory of the repo.
Website of ILSE package
We set up a package website to illustrate the usage of this package. For examples of typical ILSE usage, please see our Package Website for a demonstration and overview of the functions included in ILSE.
Owner
- Name: Wei Liu
- Login: feiyoung
- Kind: user
- Company: SWUFE
- Repositories: 24
- Profile: https://github.com/feiyoung
Stastistics
GitHub Events
Total
Last Year
Committers
Last synced: over 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| feiyoung | 1****3@q****m | 26 |
| feiyoung | y****u@e****m | 4 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 7 months ago
All Time
- Total issues: 1
- Total pull requests: 0
- Average time to close issues: almost 3 years
- Average time to close pull requests: N/A
- Total issue authors: 1
- Total pull request authors: 0
- Average comments per issue: 6.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- eleozzr (1)
Pull Request Authors
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Packages
- Total packages: 1
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Total downloads:
- cran 239 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
- Total maintainers: 1
cran.r-project.org: ILSE
Linear Regression Based on 'ILSE' for Missing Data
- Homepage: https://github.com/feiyoung/ILSE
- Documentation: http://cran.r-project.org/web/packages/ILSE/ILSE.pdf
- License: GPL-3
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Latest release: 1.1.7
published about 4 years ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.0.1 depends
- Rcpp * imports
- pbapply * imports
- stats * imports
- knitr * suggests
- rmarkdown * suggests