To cite qdfauction in publications, please cite the software and the methodology paper for the estimator you used:
The software:
Doosti H (2026). qdfauction: Nonparametric Quantile Density Estimation and Structural Analysis of First-Price Auctions. doi:10.32614/CRAN.package.qdfauction. R package version 0.3.0.
Recovery of private values from bids (independent values):
Doosti H, Dewan I, Talebian M (2025). “Nonparametric estimation of private value distributions in first-price auctions: Evaluating quantile density function approaches.” Economics Letters, 257, 112670. doi:10.1016/j.econlet.2025.112670.
Affiliated values and the copula-quantile density inversion:
Doosti H (2026). “A copula-quantile density approach to affiliated private value auctions.” Economics Letters, 261, 112837. doi:10.1016/j.econlet.2026.112837.
Corresponding BibTeX entries:
@Manual{,
title = {{qdfauction}: Nonparametric Quantile Density Estimation
and Structural Analysis of First-Price Auctions},
author = {Hassan Doosti},
year = {2026},
note = {R package version 0.3.0},
doi = {10.32614/CRAN.package.qdfauction},
}
@Article{,
title = {Nonparametric estimation of private value distributions in
first-price auctions: Evaluating quantile density function
approaches},
author = {Hassan Doosti and Isha Dewan and Mohammad Talebian},
journal = {Economics Letters},
year = {2025},
volume = {257},
pages = {112670},
doi = {10.1016/j.econlet.2025.112670},
}
@Article{,
title = {A copula-quantile density approach to affiliated private
value auctions},
author = {Hassan Doosti},
journal = {Economics Letters},
year = {2026},
volume = {261},
pages = {112837},
doi = {10.1016/j.econlet.2026.112837},
}