Package: VGAM 1.1-11
VGAM: Vector Generalized Linear and Additive Models
An implementation of about 6 major classes of statistical regression models. The central algorithm is Fisher scoring and iterative reweighted least squares. At the heart of this package are the vector generalized linear and additive model (VGLM/VGAM) classes. VGLMs can be loosely thought of as multivariate GLMs. VGAMs are data-driven VGLMs that use smoothing. The book "Vector Generalized Linear and Additive Models: With an Implementation in R" (Yee, 2015) <doi:10.1007/978-1-4939-2818-7> gives details of the statistical framework and the package. Currently only fixed-effects models are implemented. Many (100+) models and distributions are estimated by maximum likelihood estimation (MLE) or penalized MLE. The other classes are RR-VGLMs (reduced-rank VGLMs), quadratic RR-VGLMs, doubly constrained RR-VGLMs, quadratic RR-VGLMs, reduced-rank VGAMs, RCIMs (row-column interaction models)---these classes perform constrained and unconstrained quadratic ordination (CQO/UQO) models in ecology, as well as constrained additive ordination (CAO). Hauck-Donner effect detection is implemented. Note that these functions are subject to change; see the NEWS and ChangeLog files for latest changes.
Authors:
VGAM_1.1-11.tar.gz
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VGAM.pdf |VGAM.html✨
VGAM/json (API)
NEWS
| # Install 'VGAM' in R: |
| install.packages('VGAM', repos = c('https://tyee001.r-universe.dev', 'https://cloud.r-project.org')) |
- Huggins89.t1 - Table 1 of Huggins
- Huggins89table1 - Table 1 of Huggins
- V1 - V1 Flying-Bombs Hits in London
- V2 - V2 Missile Hits in London
- alclevels - Crashes on New Zealand Roads in 2009
- alcoff - Crashes on New Zealand Roads in 2009
- auuc - Auckland University Undergraduate Counts Data
- backPain - Data on Back Pain Prognosis, from Anderson
- backPain2 - Data on Back Pain Prognosis, from Anderson
- beggs - Bacon and Eggs Data
- bmi.nz - Body Mass Index of New Zealand Adults Data
- budworm - Western Spuce Budworm
- cfibrosis - Cystic Fibrosis Data
- chest.nz - Chest Pain in NZ Adults Data
- chinese.nz - Chinese Population in New Zealand 1867-2001 Data
- coalminers - Breathlessness and Wheeze Amongst Coalminers Data
- corbet - Corbet's Butterfly Data
- crashbc - Crashes on New Zealand Roads in 2009
- crashf - Crashes on New Zealand Roads in 2009
- crashi - Crashes on New Zealand Roads in 2009
- crashmc - Crashes on New Zealand Roads in 2009
- crashp - Crashes on New Zealand Roads in 2009
- crashtr - Crashes on New Zealand Roads in 2009
- deermice - Captures of Peromyscus maniculatus (Also Known as Deer Mice).
- ducklings - Relative Frequencies of Serum Proteins in White Pekin Ducklings
- enzyme - Enzyme Data
- finney44 - Toxicity trial for insects
- flourbeetle - Mortality of Flour Beetles from Carbon Disulphide
- gew - General Electric and Westinghouse Data
- grain.us - Grain Prices Data in USA
- hormone - Hormone Assay Data
- hspider - Hunting Spider Data
- hunua - Hunua Ranges Data
- lakeO - Annual catches on Lake Otamangakau from October 1974 to October 1989
- leukemia - Acute Myelogenous Leukemia Survival Data
- lirat - Low-iron Rat Teratology Data
- lpossums - Leadbeater's Possums
- machinists - Machinists Accidents
- marital.nz - New Zealand Marital Data
- melbmaxtemp - Melbourne Daily Maximum Temperatures
- olym08 - 2008 and 2012 Summer Olympic Final Medal Count Data
- olym12 - 2008 and 2012 Summer Olympic Final Medal Count Data
- oxtemp - Oxford Temperature Data
- pneumo - Pneumoconiosis in Coalminers Data
- prats - Pregnant Rats Toxological Experiment Data
- prinia - Yellow-bellied Prinia
- ruge - Rutherford-Geiger Polonium Data
- toxop - Toxoplasmosis Data
- ucberk - University California Berkeley Graduate Admissions
- venice - Venice Maximum Sea Levels Data
- venice90 - Venice Maximum Sea Levels Data
- waitakere - Waitakere Ranges Data
- wine - Bitterness in Wine Data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 4 months agofrom:13160e9b06. Checks:OK: 1 NOTE: 8. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 20 2024 |
| R-4.5-win-x86_64 | NOTE | Aug 20 2024 |
| R-4.5-linux-x86_64 | NOTE | Aug 20 2024 |
| R-4.4-win-x86_64 | NOTE | Aug 20 2024 |
| R-4.4-mac-x86_64 | NOTE | Aug 20 2024 |
| R-4.4-mac-aarch64 | NOTE | Aug 20 2024 |
| R-4.3-win-x86_64 | NOTE | Aug 20 2024 |
| R-4.3-mac-x86_64 | NOTE | Aug 20 2024 |
| R-4.3-mac-aarch64 | NOTE | Aug 20 2024 |
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Dependencies:
