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| Main Authors: | , , , , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2401.15205 |
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| _version_ | 1866929226039427072 |
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| author | Chetverikov, Denis Mogstad, Magne Morgen, Pawel Romano, Joseph Shaikh, Azeem Wilhelm, Daniel |
| author_facet | Chetverikov, Denis Mogstad, Magne Morgen, Pawel Romano, Joseph Shaikh, Azeem Wilhelm, Daniel |
| contents | This article introduces the R package csranks for estimation and inference involving ranks. First, we review methods for the construction of confidence sets for ranks, namely marginal and simultaneous confidence sets as well as confidence sets for the identities of the tau-best. Second, we review methods for estimation and inference in regressions involving ranks. Third, we describe the implementation of these methods in csranks and illustrate their usefulness in two examples: one about the quantification of uncertainty in the PISA ranking of countries and one about the measurement of intergenerational mobility using rank-rank regressions. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2401_15205 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | csranks: An R Package for Estimation and Inference Involving Ranks Chetverikov, Denis Mogstad, Magne Morgen, Pawel Romano, Joseph Shaikh, Azeem Wilhelm, Daniel Econometrics This article introduces the R package csranks for estimation and inference involving ranks. First, we review methods for the construction of confidence sets for ranks, namely marginal and simultaneous confidence sets as well as confidence sets for the identities of the tau-best. Second, we review methods for estimation and inference in regressions involving ranks. Third, we describe the implementation of these methods in csranks and illustrate their usefulness in two examples: one about the quantification of uncertainty in the PISA ranking of countries and one about the measurement of intergenerational mobility using rank-rank regressions. |
| title | csranks: An R Package for Estimation and Inference Involving Ranks |
| topic | Econometrics |
| url | https://arxiv.org/abs/2401.15205 |