BigVAR: Tools for Modeling Sparse Vector Autoregressions with Exogenous Variables4 years ago
Overview | Roadmap | Installation | Quick Start | Notation and Methodology | Example Sparsity Patterns | VARX-L | HLAG | Additional Penalties | BigVAR Details | Input Arguments | Penalty Parameter Selection | Rolling Extension | Leave One Out Validation | Diagnostics | Prediction | Coefficients | Example Data | Extensions | Fit with fixed, known $\lambda$ | N-fold cross validation | Information Criterion Benchmarks | Selecting a Structure | Impulse Response Functions | References