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1983 • 26,882 citations

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1974 • 8,622 citations

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2008 • 5,414 citations

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1985 • 4,508 citations

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1999 • 3,182 citations

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2004 • 3,019 citations

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1951 • 2,981 citations

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2004 • 2,933 citations

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1998 • 2,356 citations

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1988 • 2,074 citations

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2003 • 2,062 citations

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1999 • 1,686 citations

Conditional Independence in Statistical Theory

1979 • 1,462 citations

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2004 • 1,020 citations

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2006 • 958 citations

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2003 • 168 citations

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2004 • 125 citations

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2008 • 124 citations

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2005 • 120 citations

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1997 • 77 citations

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2002 • 72 citations

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2003 • 64 citations

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2005 • 63 citations

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2005 • 30 citations

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2002 • 15 citations

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