เปรียบเทียบวิธี
ดูวิธีที่เลือกเทียบกันแบบเคียงข้าง แถวที่ต่างกันจะถูกเน้นไว้
| Epigenome-wide association study in educational research× | การวิเคราะห์การส่งผ่าน× | |
|---|---|---|
| สาขาวิชา≠ | ชีวสารสนเทศศาสตร์ | สถิติศาสตร์ |
| ตระกูล≠ | Process / pipeline | Hypothesis test |
| ปีกำเนิด≠ | EWAS framework ~2011; educational applications ~2017–present | 1986 |
| ผู้ริเริ่ม≠ | Rakyan, Down, Balding, and Beck (framework); applied to educational outcomes by Marioni, McCartney, and collaborators | Baron & Kenny |
| ประเภท≠ | Observational epigenomic association design | Indirect effects / path test |
| แหล่งต้นตำรับ≠ | Rakyan, V. K., Down, T. A., Balding, D. J., & Beck, S. (2011). Epigenome-wide association studies for common human diseases. Nature Reviews Genetics, 12(8), 529–541. DOI ↗ | Baron, R. M. & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research. Journal of Personality and Social Psychology, 51(6), 1173–1182. link ↗ |
| ชื่อเรียกอื่น | EWAS of educational attainment, educational EWAS, epigenetic association study, EWAS | indirect effects analysis, path-based mediation, PROCESS macro mediation, Aracılık Analizi (Mediation / PROCESS) |
| ที่เกี่ยวข้อง≠ | 3 | 5 |
| สรุป≠ | An epigenome-wide association study (EWAS) applied to educational research scans DNA methylation levels at hundreds of thousands of CpG sites across the genome to identify loci whose methylation is statistically associated with educational attainment, cognitive ability, or related learning outcomes. By linking blood- or saliva-derived methylation profiles with school records or psychometric scores, EWAS offers a molecular window into how biological and environmental exposures may shape educationally relevant traits across the lifespan. | Mediation analysis is a statistical procedure that tests whether the effect of an independent variable X on an outcome Y operates wholly or partly through a third variable M, called the mediator. Formalised by Baron and Kenny in 1986, it decomposes the total effect of X on Y into a direct path (c′) and an indirect path (a × b), quantifying how much of the relationship is carried by the mediating mechanism. |
| ScholarGateชุดข้อมูล ↗ |
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