R: Five Novel Stochastic Regression Models with Arvind-Distributed Errors and Effects

# Five Novel Stochastic Regression Models with Arvind-Distributed Errors and Effects

## Documentation for package ‘ArvindSt’ version 1.0.0

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## Help Pages

arvind_mean_fn | Mean of the Arvind Distribution
arvind_var_fn | Variance of the Arvind Distribution
cv_arvind | K-Fold and Rolling-Window Cross-Validation
darvind | Arvind Distribution Density Function
diagnostics_arvind | Goodness-of-Fit Diagnostics for Arvind Models
fit_arvind_mle | Maximum Likelihood Estimation for the Arvind Distribution
fit_hmm | Fit Regime-Switching Regression (HMM)
fit_mixed | Fit Mixed-Effects Regression with Arvind Errors
fit_rw1 | Fit Random Walk on Coefficients Model (RW1-approx)
fit_simex | Fit Simulation-Extrapolation (SIMEX) Model
fit_tvlm | Fit Time-Varying Coefficient Linear Model (tvLM)
forecast_arvind | Monte Carlo Forecasting for Arvind Models
parvind | Arvind Distribution Function (CDF)
plot_arvind | Diagnostic Plots for Arvind Models
qarvind | Arvind Distribution Quantile Function
rarvind | Random Generation from the Arvind Distribution
rarvind_centred | Centred Random Generation from the Arvind Distribution
simulate_arvind_data | Generate Simulated Data for Examples
summary_arvind | Summary and Comparison of Multiple Arvind Models