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censoredAIDS

Estimation of Censored AI/QUAI Demand System via Maximum Likelihood Estimation (MLE)

v1.0.0 · Mar 18, 2025 · MIT + file LICENSE

Description

Tools for estimating censored Almost Ideal (AI) and Quadratic Almost Ideal (QUAI) demand systems using Maximum Likelihood Estimation (MLE). It includes functions for calculating demand share equations and the truncated log-likelihood function for a system of equations, incorporating demographic variables. The package is designed to handle censored data, where some observations may be zero due to non-purchase of certain goods. Package also contains a procedure to approximate demand elasticities numerically and estimate standard errors via Delta Method. It is particularly useful for applied researchers analyzing household consumption data.

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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

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Dependency Network

Dependencies Reverse dependencies Matrix mnormt mvtnorm matrixcalc censoredAIDS

Version History

3 tracked
new 1.0.0 Mar 10, 2026
updated 1.0.0 ← 0.1.0 diff Mar 17, 2025
new 0.1.0 Mar 12, 2025