Extended Dynamic Quantile Linear Models
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Documentation for package ‘exdqlm’ version 0.4.0
Help Pages
| exdqlm-package | exdqlm: Extended Dynamic Quantile Linear Models |
| +.exdqlm | Addition for 'exdqlm' objects |
| as.exdqlm | 'exdqlm' objects |
| BTflow | Monthly streamflow at the Big Trees gauge |
| climateIndices | Monthly climate indices for streamflow examples |
| compPlot | Plot a component of an exDQLM |
| dexal | Density Function for the Extended Asymmetric Laplace (exAL) Distribution |
| ELIanoms | Daily time-series of ELI anomalies. |
| exalStaticDiagnostics | exAL Diagnostics |
| exalStaticLDVB | Static exAL Regression - LDVB Approximation |
| exalStaticMCMC | exAL (static) - MCMC algorithm |
| exal_make_mcmc_control | Build advanced MCMC control |
| exal_make_mcmc_dqlm_sigma_control | Build DQLM sigma-only MCMC warmup control |
| exal_make_mcmc_latent_state_control | Build dynamic MCMC latent-state warmup control |
| exal_make_mcmc_sigmagam_control | Build MCMC sigmagam warmup control |
| exal_make_mcmc_theta_control | Build MCMC theta warmup control |
| exal_make_vb_control | Build advanced VB control |
| exal_make_vb_sigmagam_control | Build VB sigmagam warmup control |
| exal_make_vb_sts_control | Build dynamic VB latent-state warmup control |
| exdqlm | exdqlm: Extended Dynamic Quantile Linear Models |
| exdqlmDiagnostics | exDQLM Diagnostics |
| exdqlmForecast | k-step-ahead quantile forecasts |
| exdqlmISVB | exDQLM - legacy ISVB algorithm |
| exdqlmLDVB | exDQLM - LDVB algorithm (Laplace-Delta) |
| exdqlmMCMC | exDQLM - MCMC algorithm |
| exdqlmPlot | Plot exDQLM |
| exdqlmTransferISVB | Transfer Function exDQLM - legacy ISVB algorithm |
| exdqlmTransferLDVB | Transfer Function exDQLM - LDVB algorithm |
| exdqlmTransferMCMC | Transfer Function exDQLM - MCMC algorithm |
| get_gamma_bounds | Bounds for the exAL shape parameter gamma |
| is.exalStaticDiagnostic | 'exalStaticDiagnostic' objects |
| is.exalStaticLDVB | 'exalStaticLDVB' objects |
| is.exalStaticMCMC | 'exalStaticMCMC' objects |
| is.exdqlm | 'exdqlm' objects |
| is.exdqlmDiagnostic | 'exdqlmDiagnostic' objects |
| is.exdqlmForecast | 'exdqlmForecast' objects |
| is.exdqlmISVB | 'exdqlmISVB' objects |
| is.exdqlmLDVB | 'exdqlmLDVB' objects |
| is.exdqlmMCMC | 'exdqlmMCMC' objects |
| is.exdqlmSynthesis | 'exdqlmSynthesis' objects |
| pexal | Cumulative Distribution Function (CDF) for the exAL Distribution |
| plot.exalStaticDiagnostic | Plot Method for 'exalStaticDiagnostic' Objects |
| plot.exalStaticLDVB | Plot Method for 'exalStaticLDVB' Objects |
| plot.exalStaticMCMC | Plot Method for 'exalStaticMCMC' Objects |
| plot.exdqlmDiagnostic | Plot Method for 'exdqlmDiagnostic' Objects |
| plot.exdqlmForecast | Plot Method for 'exdqlmForecast' Objects |
| plot.exdqlmISVB | Plot Method for 'exdqlmISVB' Objects |
| plot.exdqlmLDVB | Plot Method for 'exdqlmLDVB' Objects |
| plot.exdqlmMCMC | Plot Method for 'exdqlmMCMC' Objects |
| plot.exdqlmSynthesis | Plot Method for 'exdqlmSynthesis' Objects |
| polytrendMod | Create an n-th order polynomial exDQLM component |
| print.exalStaticDiagnostic | Print Method for 'exalStaticDiagnostic' Objects |
| print.exalStaticLDVB | Print Method for 'exalStaticLDVB' Objects |
| print.exalStaticMCMC | Print Method for 'exalStaticMCMC' Objects |
| print.exdqlm | Print exDQLM model details |
| print.exdqlmDiagnostic | Print Method for 'exdqlmDiagnostic' Objects |
| print.exdqlmForecast | Print Method for 'exdqlmForecast' Objects |
| print.exdqlmISVB | Print Method for 'exdqlmISVB' Objects |
| print.exdqlmLDVB | Print Method for 'exdqlmLDVB' Objects |
| print.exdqlmMCMC | Print Method for 'exdqlmMCMC' Objects |
| print.exdqlmSynthesis | Print Method for 'exdqlmSynthesis' Objects |
| qexal | Quantile Function for the exAL Distribution |
| quantileSynthesis | Synthesize a unified posterior predictive distribution from multiple quantile-model draws |
| regMod | Create a standard regression component for an exDQLM |
| rexal | Random Sample Generation for the exAL Distribution |
| scIVTmag | Time series of daily average magnitude IVT in Santa Cruz, CA. |
| seasMod | Create Fourier representation of a periodic exDQLM component |
| summary.exalStaticDiagnostic | Summary Method for 'exalStaticDiagnostic' Objects |
| summary.exalStaticLDVB | Summary Method for 'exalStaticLDVB' Objects |
| summary.exalStaticMCMC | Summary Method for 'exalStaticMCMC' Objects |
| summary.exdqlm | Summary exDQLM model details |
| summary.exdqlmDiagnostic | Summary Method for 'exdqlmDiagnostic' Objects |
| summary.exdqlmForecast | Summary Method for 'exdqlmForecast' Objects |
| summary.exdqlmISVB | Summary Method for 'exdqlmISVB' Objects |
| summary.exdqlmLDVB | Summary Method for 'exdqlmLDVB' Objects |
| summary.exdqlmMCMC | Summary Method for 'exdqlmMCMC' Objects |
| summary.exdqlmSynthesis | Summary Method for 'exdqlmSynthesis' Objects |