Package: mixediffusion 1.0.1
mixediffusion: Mixed-Effects Diffusion Models with General Drift
Provides tools for likelihood-based inference in one-dimensional stochastic differential equations with mixed effects using expectation–maximization (EM) algorithms. The package supports Wiener and Ornstein–Uhlenbeck diffusion processes with user-specified drift functions, allowing flexible parametric forms including polynomial, exponential, and trigonometric structures. Estimation is performed via Markov chain Monte Carlo EM.
Authors:
mixediffusion_1.0.1.tar.gz
mixediffusion_1.0.1.zip(r-4.7-any)mixediffusion_1.0.1.zip(r-4.6-any)mixediffusion_1.0.1.zip(r-4.5-any)
mixediffusion_1.0.1.tgz(r-4.6-any)mixediffusion_1.0.1.tgz(r-4.5-any)
mixediffusion_1.0.1.tar.gz(r-4.7-any)mixediffusion_1.0.1.tar.gz(r-4.6-any)
mixediffusion_1.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
mixediffusion/json (API)
| # Install 'mixediffusion' in R: |
| install.packages('mixediffusion', repos = c('https://abraham1011.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:7510f29041. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 128 | ||
| source / vignettes | OK | 221 | ||
| linux-release-x86_64 | OK | 131 | ||
| macos-release-arm64 | OK | 96 | ||
| macos-oldrel-arm64 | OK | 103 | ||
| windows-devel | OK | 92 | ||
| windows-release | OK | 80 | ||
| windows-oldrel | OK | 83 | ||
| wasm-release | OK | 87 |
Exports:extract_p_powerfit_oufit_wienermake_Mu_condmake_Mu_dltMu_cond_at1Mu_cond_at2Mu_cond_constMu_cond_cosMu_cond_expMu_cond_sinMu_dlt_cosMu_dlt_expMu_dlt_powerMu_dlt_sinplot_pathsposterior_ouposterior_winnerQ_lambdaS2condupdate_sigma2
Dependencies:adaptMCMCclicodadplyrgenericsgluelatticelifecyclemagrittrMatrixpillarpkgconfigR6ramcmcRcppRcppArmadillorlangtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Simulated diffusion dataset 01 | datasim01 |
| Simulated diffusion dataset 02 | datasim02 |
| Simulated diffusion dataset 03 | datasim03 |
| Inference about the parameters of an Ornstein-Uhlenbeck process | fit_ou |
| Inference about the parameters of a Wiener process | fit_wiener |
| Plot panel trajectories | plot_paths |
