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In the rapidly growing literature on explanation algorithms, it often remains unclear what precisely these algorithms are for and how they should be used. In this position paper, we argue for a novel and pragmatic perspective: Explainable…

Machine Learning · Computer Science 2025-06-17 Sebastian Bordt , Eric Raidl , Ulrike von Luxburg

Comment on ``The 2005 Neyman Lecture: Dynamic Indeterminism in Science'' [arXiv:0808.0620]

Methodology · Statistics 2008-08-06 Grace L. Yang

Comment on ``The 2005 Neyman Lecture: Dynamic Indeterminism in Science'' [arXiv:0808.0620]

Methodology · Statistics 2008-08-06 Hans R. Künsch

Indirect evidence is crucial for successful statistical practice. Sometimes, however, it is better used informally. Future efforts should be directed toward understanding better the connection between statistical methods and scientific…

Methodology · Statistics 2010-12-08 Robert E. Kass

Discussion of ``Statistical analysis of an archeological find'' by Andrey Feuerverger [arXiv:0804.0079]

Applications · Statistics 2008-12-18 Donald L. Bentley

Comment on ``Understanding OR, PS and DR'' [arXiv:0804.2958]

Methodology · Statistics 2008-12-18 Zhiqiang Tan

Rejoinder of ``Statistical analysis of an archeological find'' [arXiv:0804.0079]

Applications · Statistics 2008-12-18 Andrey Feuerverger

The main phases of applied statistical work are discussed in general terms. The account starts with the clarification of objectives and proceeds through study design, measurement and analysis to interpretation. An attempt is made to extract…

Applications · Statistics 2009-09-29 D. R. Cox

Comment: Struggles with Survey Weighting and Regression Modeling [arXiv:0710.5005]

Methodology · Statistics 2009-09-29 Danny Pfeffermann

Comment: Struggles with Survey Weighting and Regression Modeling [arXiv:0710.5005]

Methodology · Statistics 2007-11-06 Sharon L. Lohr

Comment: Struggles with Survey Weighting and Regression Modeling [arXiv:0710.5005]

Methodology · Statistics 2009-09-29 Roderick J. Little

Comment: Struggles with Survey Weighting and Regression Modeling [arXiv:0710.5005]

Methodology · Statistics 2007-11-06 F. Jay Breidt , Jean D. Opsomer

Comment: Struggles with Survey Weighting and Regression Modeling [arXiv:0710.5005]

Methodology · Statistics 2009-09-29 Robert M. Bell , Michael L. Cohen

Discussion of ``Statistical analysis of an archeological find'' by Andrey Feuerverger [arXiv:0804.0079]

Applications · Statistics 2008-12-18 J. Mortera , P. Vicard

Discussion of ``Statistical analysis of an archeological find'' by Andrey Feuerverger [arXiv:0804.0079]

Applications · Statistics 2008-12-18 Holger Höfling , Larry Wasserman

Discussion of ``Statistical analysis of an archeological find'' by Andrey Feuerverger [arXiv:0804.0079]

Applications · Statistics 2008-12-18 Camil Fuchs

Discussion of ``Statistical analysis of an archeological find'' by Andrey Feuerverger [arXiv:0804.0079]

Applications · Statistics 2008-12-18 Stephen M. Stigler

The proliferation of deep learning techniques led to a wide range of advanced analytics applications in important business areas such as predictive maintenance or product recommendation. However, as the effectiveness of advanced analytics…

Machine Learning · Computer Science 2022-12-07 Peter Kowalczyk , Giacomo Welsch , Frédéric Thiesse

Discussion of "Statistical Inference: The Big Picture" by R. E. Kass [arXiv:1106.2895]

Methodology · Statistics 2011-06-20 Hal Stern

Discussion of "Statistical Inference: The Big Picture" by R. E. Kass [arXiv:1106.2895]

Methodology · Statistics 2011-06-20 Robert McCulloch