Information-Theoretic Methods for Econometric Estimation
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Documentation for package ‘infometrics’ version 0.3.0
Help Pages
| coef.inverse_ce | Pure Inverse Problem via Cross-Entropy (Formula Interface) |
| coef.inverse_noise | Noisy Inverse Problem via Generalized Cross-Entropy (Formula Interface) |
| coef.linreg | Generalized Cross-Entropy Linear Regression (Formula Interface) |
| coef.markov_ce | Cross-Entropy Estimation of a Markov Transition/Balancing Matrix (Panel) |
| coef.markov_gce | Generalized Cross-Entropy Estimation of a Markov Matrix with Noisy Moments |
| coef.matrix_ce | Cross-Entropy Matrix Balancing |
| coef.matrix_gce | Generalized Cross-Entropy Matrix Balancing (Stochastic Moments) |
| default_supports | Default Support Spaces from OLS |
| fano_bounds | Information-Theoretic (Fano) Error Bounds |
| fano_bounds.inverse_ce | Fano Error Bounds for a Pure Inverse-Problem (Cross-Entropy) Fit |
| fano_bounds.inverse_noise | Fano Error Bounds for a Noisy Inverse-Problem (GME/GCE) Fit |
| fano_bounds.markov_ce | Cross-Entropy Estimation of a Markov Transition/Balancing Matrix (Panel) |
| fano_bounds.markov_gce | Generalized Cross-Entropy Estimation of a Markov Matrix with Noisy Moments |
| fano_bounds.mixed_gce | Fano Error Bounds for a Mixed GCE Fit |
| fano_bounds.multinomial_gce | Fano Error Bounds for a Multinomial GCE Fit |
| fitted.inverse_ce | Pure Inverse Problem via Cross-Entropy (Formula Interface) |
| fitted.inverse_noise | Noisy Inverse Problem via Generalized Cross-Entropy (Formula Interface) |
| fitted.linreg | Generalized Cross-Entropy Linear Regression (Formula Interface) |
| fitted.markov_ce | Cross-Entropy Estimation of a Markov Transition/Balancing Matrix (Panel) |
| fitted.markov_gce | Generalized Cross-Entropy Estimation of a Markov Matrix with Noisy Moments |
| fitted.matrix_ce | Cross-Entropy Matrix Balancing |
| fitted.matrix_gce | Generalized Cross-Entropy Matrix Balancing (Stochastic Moments) |
| inverse_ce | Pure Inverse Problem via Cross-Entropy (Formula Interface) |
| inverse_noise | Noisy Inverse Problem via Generalized Cross-Entropy (Formula Interface) |
| linreg | Generalized Cross-Entropy Linear Regression (Formula Interface) |
| linreg_iv | Stochastic-Moments GME Estimator for IV Regression |
| make_support | Construct a Symmetric Support Space |
| margins | Marginal Effects |
| margins.markov_ce | Cross-Entropy Estimation of a Markov Transition/Balancing Matrix (Panel) |
| margins.markov_gce | Generalized Cross-Entropy Estimation of a Markov Matrix with Noisy Moments |
| margins.mixed_gce | Marginal Effects for a Mixed GCE Fit |
| margins.multinomial_gce | Marginal Effects for a Multinomial GCE Fit |
| markov_ce | Cross-Entropy Estimation of a Markov Transition/Balancing Matrix (Panel) |
| markov_gce | Generalized Cross-Entropy Estimation of a Markov Matrix with Noisy Moments |
| matrix_ce | Cross-Entropy Matrix Balancing |
| matrix_gce | Generalized Cross-Entropy Matrix Balancing (Stochastic Moments) |
| mixed_gce | Doubly-Reparameterized Generalized Cross-Entropy Mixed Model |
| multinomial_gce | nu-Weighted Generalized Cross-Entropy Multinomial Estimator (matrix interface) |
| normalize_data | Normalize a numeric vector to [0, 1] |
| panel_gce | Dual GCE Estimator for the One-Way Error-Components Panel Model |
| predict.linreg | Generalized Cross-Entropy Linear Regression (Formula Interface) |
| print.inverse_ce | Pure Inverse Problem via Cross-Entropy (Formula Interface) |
| print.inverse_noise | Noisy Inverse Problem via Generalized Cross-Entropy (Formula Interface) |
| print.linreg | Generalized Cross-Entropy Linear Regression (Formula Interface) |
| print.markov_ce | Cross-Entropy Estimation of a Markov Transition/Balancing Matrix (Panel) |
| print.markov_gce | Generalized Cross-Entropy Estimation of a Markov Matrix with Noisy Moments |
| print.matrix_ce | Cross-Entropy Matrix Balancing |
| print.matrix_gce | Generalized Cross-Entropy Matrix Balancing (Stochastic Moments) |
| print.summary.inverse_ce | Pure Inverse Problem via Cross-Entropy (Formula Interface) |
| print.summary.inverse_noise | Noisy Inverse Problem via Generalized Cross-Entropy (Formula Interface) |
| print.summary.linreg | Generalized Cross-Entropy Linear Regression (Formula Interface) |
| print.summary.matrix_ce | Cross-Entropy Matrix Balancing |
| print.summary.matrix_gce | Generalized Cross-Entropy Matrix Balancing (Stochastic Moments) |
| residuals.inverse_ce | Pure Inverse Problem via Cross-Entropy (Formula Interface) |
| residuals.inverse_noise | Noisy Inverse Problem via Generalized Cross-Entropy (Formula Interface) |
| residuals.linreg | Generalized Cross-Entropy Linear Regression (Formula Interface) |
| residuals.markov_ce | Cross-Entropy Estimation of a Markov Transition/Balancing Matrix (Panel) |
| residuals.markov_gce | Generalized Cross-Entropy Estimation of a Markov Matrix with Noisy Moments |
| residuals.matrix_ce | Cross-Entropy Matrix Balancing |
| residuals.matrix_gce | Generalized Cross-Entropy Matrix Balancing (Stochastic Moments) |
| shannon_entropy | Shannon Entropy |
| summary.inverse_ce | Pure Inverse Problem via Cross-Entropy (Formula Interface) |
| summary.inverse_noise | Noisy Inverse Problem via Generalized Cross-Entropy (Formula Interface) |
| summary.linreg | Generalized Cross-Entropy Linear Regression (Formula Interface) |
| summary.markov_ce | Cross-Entropy Estimation of a Markov Transition/Balancing Matrix (Panel) |
| summary.markov_gce | Generalized Cross-Entropy Estimation of a Markov Matrix with Noisy Moments |
| summary.matrix_ce | Cross-Entropy Matrix Balancing |
| summary.matrix_gce | Generalized Cross-Entropy Matrix Balancing (Stochastic Moments) |
| vcov.inverse_ce | Pure Inverse Problem via Cross-Entropy (Formula Interface) |
| vcov.inverse_noise | Noisy Inverse Problem via Generalized Cross-Entropy (Formula Interface) |
| vcov.linreg | Generalized Cross-Entropy Linear Regression (Formula Interface) |