Conditional Independence in Statistics

  • Basu* D
  • Pereira** C
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Abstract

The theory of conditional independence is explained and the relations between ancillarity, sufficiency, and statistical independence are discussed in depth. Some related concepts like specific sufficiency, bounded completeness, and splitting sets are also studied in some details by using the language of conditional independence.

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Basu*, D., & Pereira**, C. A. B. (2011). Conditional Independence in Statistics. In Selected Works of Debabrata Basu (pp. 371–384). Springer New York. https://doi.org/10.1007/978-1-4419-5825-9_32

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