# Does happiness forecast implied volatility? Evidence from nonparametric wave-based Granger causality testing

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/does-happiness-forecast-implied-volatility-evidence-from-nonparametric-wave/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Yue Li,John W. Goodell,Dehua Shen |
| Citations | 22 |
| DOI | 10.1016/j.qref.2021.06.001 |
| Fields | Economics, Econometrics and Finance |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W3170631081 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Yue Li](https://scholariq.org/researchers/yue-li-2/)

## Paper primary topic

- [Market Dynamics and Volatility](https://scholariq.org/topics/market-dynamics-and-volatility/)

## Paper topics

- [Market Dynamics and Volatility](https://scholariq.org/topics/market-dynamics-and-volatility/)
- [Financial Markets and Investment Strategies](https://scholariq.org/topics/financial-markets-and-investment-strategies/)
- [Complex Systems and Time Series Analysis](https://scholariq.org/topics/complex-systems-and-time-series-analysis/)

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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.