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    Glossary Causal Inference

    determining if one factor directly affects another

    Causal inference is the process of determining whether a cause-and-effect relationship exists between two variables. For example, in the context of hair loss (alopecia), researchers might use causal inference to determine if a specific treatment directly leads to hair regrowth. This involves using statistical methods and study designs, such as randomized controlled trials, to rule out other factors and establish a direct link.

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    1. EEMCO Guidance for the in vivo Assessment of Skin Greasiness Skin Pharmacology and Physiology · 2000 · 137 citations
    2. Causal Relationship Between Gut Microbiota and Androgenic Alopecia: A Mendelian Randomization Analysis 2025
    3. Causal relationship between gut microbiota and androgenetic alopecia: A Mendelian randomization study Medicine · 2024
    4. Evaluating the Causal Relationship Between Human Blood Metabolites and the Susceptibility to Alopecia Areata Journal of Cosmetic Dermatology · 2025 · 1 citations
    5. Reconsidering quantification and mechanistic inference in platelet-rich plasma research for androgenetic alopecia Journal of Dermatological Treatment · 2025
    6. Exploring the Causal Relationship and Molecular Mechanisms Between Fasting Insulin and Androgenetic Alopecia: A Mendelian Randomization Study with Bioinformatics Analysis Clinical Cosmetic and Investigational Dermatology · 2025
    7. Situation-Specific Purposes and Epistemic Games: A Framework for Teaching the Evaluation of Causal Information Science & Education · 2025 · 1 citations
    8. Association between non-scarring alopecia and hypothyroidism: a bidirectional two-sample Mendelian randomization study Frontiers in Endocrinology · 2024
    9. Evidence Synthesis Gone Awry: The Perils of Aggregating Ineffective or Unsafe Doses in Alopecia Areata Reviews Cureus · 2026
    10. Insights from real-world data: clinical features and treatment patterns of Compound Jinqiancao Granules in patients with prostatitis Frontiers in Pharmacology · 2026
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