Science Score: 26.0%
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Low similarity (8.9%) to scientific vocabulary
Keywords
Repository
Neo-normal distribution
Statistics
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
- Releases: 1
Topics
Metadata Files
README.md
neodistr package
Neodistr package aims to provide density, distribution function, quantile function and random generation for neo-normal distributions. This package also provides a stan code for the distribution, so that we can estimate the parameter distribution using stan. In this package there is a function that can generate a custom_family for brms so that we can use it to modeling that uses brms with dependent variables having a neo-normal distribution
r
library(devtools)
install_github("madsyair/neodistr")
References
Choir, A. S. (2020).The New Neo-Normal Distributions and their Properties. Dissertation. Institut Teknologi Sepuluh Nopember.
Iriawan, N. (2000).Computationally Intensive Approaches to Inference in Neo-Normal Linear Models. Curtin University of Technology.
Jones, M.C. and Faddy, M. J. (2003) A skew extension of the t distribution, with applications. Journal of the Royal Statistical Society, Series B, 65, pp 159-174.
Rigby, R.A. and Stasinopoulos, M.D. and Heller, G.Z. and De Bastiani, F. (2019) Distributions for Modeling Location, Scale, and Shape: Using GAMLSS in R.CRC Press
Fernandez, C., Osiewalski, J., & Steel, M. F. (1995) Modeling and inference with v-spherical distributions. Journal of the American Statistical Association, 90(432), pp 1331-1340.
Owner
- Name: Achmad Syahrul Choir
- Login: madsyair
- Kind: user
- Location: Surabaya
- Company: Statistics Indonesia
- Website: www.madsyair.net
- Repositories: 1
- Profile: https://github.com/madsyair
GitHub Events
Total
- Push event: 10
Last Year
- Push event: 10
Packages
- Total packages: 1
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Total downloads:
- cran 227 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
- Total maintainers: 1
cran.r-project.org: neodistr
Neo-Normal Distribution
- Homepage: https://github.com/madsyair/neodistr
- Documentation: http://cran.r-project.org/web/packages/neodistr/neodistr.pdf
- License: GPL-3
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Latest release: 0.1.2
published 8 months ago
Rankings
Maintainers (1)
Dependencies
- R >= 3.6.0 depends
- plotly * depends
- shinythemes * depends
- Rmpfr * imports
- brms * imports
- ggplot2 * imports
- rstan >= 2.32.6 imports
- shiny * imports
- stats * imports
- kableExtra * suggests
- knitr * suggests
- testthat * suggests