Supplement to "Non-stationary Search and Assortative Matching"
Nicolas Bonneton and Christopher Sandmann
The supplementary material contains the missing proofs from the sections on explicit search costs and model variations. It further develops Rasul’s 2008 model on fertility decisions within couples to demonstrate how sufficient conditions for PAM can shed light on applied problems.
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Supplement to "Rural Pensions, Labor Reallocation, and Aggregate Income: An Empirical and Quantitative Analysis of China"
Qingen Gai, Naijia Guo, Bingjing Li, Qinghua Shi, and Xiaodong Zhu
The replication package for this paper is available at https://doi.org/10.5281/zenodo.15354006. The authors were granted an exemption to publish their data because either access to the data is restricted or the authors do not have the right to republish them. Therefore, the replication package only includes the codes but not the data. However, the authors provided the Journal with (or assisted the Journal to obtain) temporary access to the data. The Journal checked the restricted data and the provided codes for their ability to reproduce the results in the paper and approved online appendices.
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Supplement to "Privatizing Disability Insurance"
Arthur Seibold, Sebastian Seitz, and Sebastian Siegloch
The replication package for this paper is available at https://doi.org/10.5281/zenodo.15363634. The authors were granted an exemption to publish parts of their data because either access to these data is restricted or the authors do not have the right to republish them. However, the authors included in the package, on top of the codes and the parts of the data that are not subject to the exemption, a simulated or synthetic dataset that allows running the codes. The Journal checked the data and the codes for their ability to generate all tables and figures in the paper and approved online appendices. Whenever the available data allowed, the Journal also checked for their ability to reproduce the results. However, the synthetic/simulated data are not designed to produce the same results.
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Supplement to "Landmines and Spatial Development"
Giorgio Chiovelli, Stelios Michalopoulos and Elias Papaioannou
The replication package for this paper is available at https://doi.org/10.5281/zenodo.15242012. The Journal checked the data and codes included in the package for their ability to reproduce the results in the paper and approved online appendices.
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Supplement to "Landmines and Spatial Development"
Giorgio Chiovelli, Stelios Michalopoulos and Elias Papaioannou
The Supplementary Material (henceforth SM) gives details of the data collection, descriptive and summary statistics, sensitivity checks, and further evidence. In Section A, we report definitions and sources for all variables. Section B discusses the harmonized luminosity series we use to proxy local development, alongside validation checks revealing a significant correlation with various aspects of regional development across African countries and Mozambican localities. Section C complements the event-study analysis on the co-evolution of local development and landmine clearance within Mozambican localities, giving summary statistics, diagnostic tests, placebos, and additional results. Section D gives examples, illustrations, summary statistics, and sensitivity checks of the analysis linking market access to local development.
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Supplement to "Who Benefits from Surge Pricing?"
Juan Camilo Castillo
The replication package for this paper is available at https://doi.org/10.5281/zenodo.15191154. The authors were granted an exemption to publish parts of their data because either access to these data is restricted or the authors do not have the right to republish them. However, the authors included in the package, on top of the codes and the parts of the data that are not subject to the exemption, a simulated or synthetic dataset that allows running the codes. The Journal checked the data and the codes for their ability to generate all tables and figures in the paper and approved online appendices. Whenever the available data allowed, the Journal also checked for their ability to reproduce the results. However, the synthetic/simulated data are not designed to produce the same results. Given the highly demanding nature of the algorithms, the reproducibility checks were run on a simplified version of the code, which is also available in the replication package.
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Supplement to "Gaussian Transforms Modeling and the Estimation of Distributional Regression Functions"
Richard Spady and Sami Stouli
In Section 2 of this Supplementary Material we collect auxiliary results used in the proofs of our main results, Sections 3 and 4 contain proofs for Corollary 1 and Theorems 3-5. In Section 5 we give implementation details and additional results for the empirical application. To assess the finite sample performance of our estimator, Section 6 gives results of Monte Carlo simulations. We compare our Gaussian Transform Regression (GTR) estimator to related methods for the estimation of distributional regression functions. Overall, we find that GTR performs very well in finite samples.
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