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quickNmix  

Asymptotic N-Mixture Model Fitting
View on CRAN: Click here


Download and install quickNmix package within the R console
Install from CRAN:
install.packages("quickNmix")

Install from Github:
library("remotes")
install_github("cran/quickNmix")

Install by package version:
library("remotes")
install_version("quickNmix", "1.1.1")



Attach the package and use:
library("quickNmix")
Maintained by
Matthew RP Parker
[Scholar Profile | Author Map]
First Published: 2021-06-23
Latest Update: 2022-03-21
Description:
For fitting N-mixture models using either FFT or asymptotic approaches. FFT N-mixture models extend the work of Cowen et al. (2017) . Asymptotic N-mixture models extend the work of Dail and Madsen (2011) , to consider asymptotic solutions to the open population N-mixture models. The FFT models are derived and described in "Parker, M.R.P., Elliott, L., Cowen, L.L.E. (2022). Computational efficiency and precision for replicated-count and batch-marked hidden population models [Manuscript in preparation]. Department of Statistics and Actuarial Sciences, Simon Fraser University.". The asymptotic models are derived and described in: "Parker, M.R.P., Elliott, L., Cowen, L.L.E., Cao, J. (2022). Fast asymptotic solutions for N-mixtures on large populations [Manuscript in preparation]. Department of Statistics and Actuarial Sciences, Simon Fraser University.".
How to cite:
Matthew RP Parker (2021). quickNmix: Asymptotic N-Mixture Model Fitting. R package version 1.1.1, https://cran.r-project.org/web/packages/quickNmix. Accessed 09 Apr. 2025.
Previous versions and publish date:
1.0.3 (2021-06-23 08:30)
Other packages that cited quickNmix R package
View quickNmix citation profile
Other R packages that quickNmix depends, imports, suggests or enhances
Complete documentation for quickNmix
Functions, R codes and Examples using the quickNmix R package
Some associated functions: Ax_log . Pab . Pab_asymptotic . Pab_gamma . Pab_omega . anmu . eagles . fitNmix . fitNmixPara . logSubtractExp . logSumExp . log_tp_MAT_lse . nll . pCountOpenFFT . quickNmix-package . 
Some associated R codes: asymNmix-package.R . data.R . fitNmix.R . fitNmixPara.R . nll.R . pCountOpenFFT.R .  Full quickNmix package functions and examples
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