arXiv 4 Dec 2018 · Econometrics
arXiv:1812.01400 · PDF · DOI · OpenAlex · Extracted main text
Kitamura and Stoye (2014) develop a nonparametric test for linear inequality constraints, when these are are represented as vertices of a polyhedron instead of its faces. They implement this test for an application to nonparametric tests of Random Utility Models. As they note in their paper, testing such models is computationally challenging. In this paper, we develop and implement more efficient algorithms, based on column generation, to carry out the test. These improved algorithms allow us to tackle larger datasets.
appendix boundary found by appendix_titled_section at “Appendix A: Heuristic Pricing Algorithm” · 83% of the source is main text. Read the extracted text to check this.
The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.
| Reference | Intensity | Mentions | Sections | Main text | |
|---|---|---|---|---|---|
| 1 | R. Deb, Y. Kitamura, J. Quah, and J. Stoye (2017) Revealed price preference: Theory and stochastic testing | 0.644 | 2 | 2 | 100% |
| 2 | Y. Kitamura and J. Stoye (2014) Nonparametric analysis of random utility models: Testing | 0.644 | 2 | 2 | 100% |
| 3 | D.L. McFadden and M.K. Richter (1990) Stochastic rationality and revealed stochastic preference | 0.511 | 2 | 1 | 100% |
| 4 | R. Martánd G. Reinelt (2011) The Linear Ordering Problem: Exact and Heuristic Methods in Combinatorial Optimization, volume 175 of Applied Mathematical Scien… | 0.405 | 1 | 1 | 100% |
| 5 | R. Martánd G. Reinelt (2011) The Linear Ordering Problem: Exact and Heuristic Methods in Combinatorial Optimization | 0.405 | 1 | 1 | 100% |
| 6 | H.D. Block and J. Marschak (1960) Random orderings and stochastic theories of responses | 0.405 | 1 | 1 | 100% |
| 7 | F. Cadoux (2010) Computing deep facet-defining disjunctive cuts for mixed-integer programming | 0.405 | 1 | 1 | 100% |
| 8 | D. Cavagnaro and C. Davis-Stober (2014) Transitive in our preferences, but transitive in different ways: An analysis of choice variability | 0.405 | 1 | 1 | 100% |
| 9 | Bart Smeulders, Clintin Davis-Stober, Michel Regenwetter, and Frits… (2018) Testing probabilistic models of choice using column generation self | 0.405 | 1 | 1 | 100% |
| 10 | P. Wolfe (1976) Finding the nearest point in a polytope | 0.405 | 1 | 1 | 100% |
Showing the top 10 of 10 scored citations.
arXiv econ.EM papers that cite this one, ranked by how heavily they lean on it.
| Citing paper | Intensity | Mentions | Sections | |
|---|---|---|---|---|
| 1 | Nonparametric Counterfactuals in Random Utility Models | 0.405 | 1 | 1 |