Methods for multiple hypotheses testing

Deodati, Manuel (A.A. 2015/2016) Methods for multiple hypotheses testing. Tesi di Laurea in Statistics, LUISS Guido Carli, relatore Joseph Rinott, pp. 25. [Bachelor's Degree Thesis]

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Abstract/Index

Definition of p-value. p-value distribution. p-value of a one-tailed hypotheses test-general case. p-value of a two-tailed hypotheses test-numerical example. p-value of a two-tailed hypotheses test-general case. Example of p-value with binomial distribution. Multiple hypotheses test. Method 1. Method 2. Bonferroni correction vs first method. False discovery rate. FDR In general. FDR procedure. Comparison of FDR method against Bonferroni correction. Death rate comparison experiment. GDP correlation comparison experiment. Contradictory discoveries. BIG data and researches. More liberal criterion. Data manipulation. Low power.

References

Bibliografia: p. 24.

Thesis Type: Bachelor's Degree Thesis
Institution: LUISS Guido Carli
Degree Program: Bachelor's Degree Programs > Bachelor's Degree Program in Economics and Business, English language (L-33)
Chair: Statistics
Thesis Supervisor: Rinott, Joseph
Academic Year: 2015/2016
Session: Summer
Deposited by: Alessandro Perfetti
Date Deposited: 21 Oct 2016 09:41
Last Modified: 03 Nov 2026 09:06
URI: https://tesi.luiss.it/id/eprint/17094

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