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    "volume-title": "Handbook of Mathematical Functions with Formulas, Graphs and Mathematical Tables",
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    "article-title": "Publication bias: a problem in interpreting medical data",
    "volume": "151",
    "author": "Begg",
    "year": "1988",
    "journal-title": "Journal of the Royal Statistical Society A"
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    "article-title": "The value of a statistical life: a meta-analysis with a mixed effects regression model",
    "volume": "28",
    "author": "Bellavance",
    "year": "2009",
    "journal-title": "Journal of Health Economics"
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    "unstructured": "Cary B 2008 Researchers find a bias towards upbeat findings on antidepressants New York Times"
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    "article-title": "Empirical evidence for selective reporting of outcomes in randomized trials: comparison of protocols to published articles",
    "volume": "291",
    "author": "Chan",
    "year": "2004",
    "journal-title": "Journal of the American Medical Association"
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    "key": "10.1002/jrsm.1095-BIB0008|jrsm1095-cit-0008",
    "volume-title": "Statistical Power Analysis in the Behavioral Sciences",
    "author": "Cohen",
    "year": "1988",
    "edition": "2"
   },
   {
    "key": "10.1002/jrsm.1095-BIB0009|jrsm1095-cit-0009",
    "volume-title": "Handbook of Research Synthesis",
    "year": "1994"
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    "article-title": "What works? Selectivity models and meta-analysis",
    "volume": "161",
    "author": "Copas",
    "year": "1999",
    "journal-title": "Journal of the Royal Statistical Society, A"
   },
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    "author": "Costa-Font",
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    "author": "Costa-Font",
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    "key": "10.1002/jrsm.1095-BIB0013|jrsm1095-cit-0013",
    "volume-title": "Econometric Theory and Methods",
    "author": "Davidson",
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    "volume": "95",
    "author": "Duval",
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    "key": "10.1002/jrsm.1095-BIB0025|jrsm1095-cit-0025",
    "volume-title": "Statistical Methods for Meta-Analysis",
    "author": "Hedges",
    "year": "1985"
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    "year": "1970"
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    "author": "Mandel",
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    "author": "Senn",
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    "author": "Viscusi",
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