# Using Propensity Scores for Causal Inference: Pitfalls and Tips

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/using-propensity-scores-for-causal-inference-pitfalls-and-tips/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Koichiro Shiba,Takuya Kawahara |
| Citations | 151 |
| DOI | 10.2188/jea.je20210145 |
| Fields | Mathematics |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.jstage.jst.go.jp/article/jea/31/8/31_JE20210145/_pdf |
| OpenAlex ID | https://openalex.org/W3170733499 |
| PMID | 34121051 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Takuya Kawahara](https://scholariq.org/researchers/takuya-kawahara/)

## Paper primary topic

- [Advanced Causal Inference Techniques](https://scholariq.org/topics/advanced-causal-inference-techniques/)

## Paper topics

- [Advanced Causal Inference Techniques](https://scholariq.org/topics/advanced-causal-inference-techniques/)
- [Statistical Methods and Inference](https://scholariq.org/topics/statistical-methods-and-inference/)
- [Statistical Methods and Bayesian Inference](https://scholariq.org/topics/statistical-methods-and-bayesian-inference/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.