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Foreword / C. R. Rao
Pt. 1. Scientific process
Overview / Mark L. Taper and Subhash R. Lele
1. A brief tour of statistical concepts / Nicholas Lewin-Koh, Mark L. Taper and Subhash R. Lele
2. Models of scientific inquiry and statistical practice : implications for the structure of scientific knowledge / Brian A. Maurer
Commentary / Prasanta S. Bandyopadhyay and John G. Bennett
Commentary / Mark L. Wilson
Rejoinder / Brian A. Maurer
3. Experiments, observations, and other kinds of evidence / Samuel M. Scheiner
Commentary / Marie-Josee Fortin
Commentary / Manuel C. Molles, Jr.
Rejoinder / Samuel M. Scheiner
Pt. 2. Logics of evidence
Overview / V. P. Godambe
4. An error-statistical philosophy of evidence / Deborah G. Mayo
Commentary / Earl D. McCay
Commentary / George Casella
Rejoinder / Deborah G. Mayo
5. The likelihood paradigm for statistical evidence / Richard Royall
Commentary / D. R. Cox
Commentary / Martin Curd
Rejoinder / Richard Royall
6. Why likelihood? / Malcolm Forster and Elliott Sober
Commentary / Michael Kruse
Commentary / Robert J. Boik
Rejoinder / Malcolm Forster and Elliott Sober
7. Evidence functions and the optimality of the law of likelihood / Subhash R. Lele
Commentary / Christopher C. Heyde
Commentary / Paul J. Nelson
Rejoinder / Subhash R. Lele
Pt. 3. Realities of nature
Overview / Mark S. Boyce
8. Whole-ecosystem experiments : replication and arguing from error / Jean A. Miller and Thomas M. Frost
Commentary / William A. Link
Commentary / Charles E. McCulloch
Rejoinder / Jean A. Miller
9. Dynamical models as paths to evidence in ecology / Mark L. Taper and Subhash R. Lele
Commentary / Steven Hecht Orzack
Commentary / Philip M. Dixon
Rejoinder / Mark L. Taper and Subhash R. Lele
10. Constraints on negative relationships : mathematical causes and ecological consequences / James H. Brown, Edward J. Bedrick, S. K. Morgan Ernest, Jean-Luc E. Cartron and Jeffrey F. Kelly
Commentary / Robert D. Holt and Norman A. Slade
Commentary / Steve Cherry
Rejoinder / James H. Brown, Edward J. Bedrick, S. K. Morgan Ernest, Jean-Luc E. Cartron and Jeffrey F. Kelly
Pt. 4. Science, opinion, and evidence
Overview / Mark L. Taper and Subhash R. Lele
11. Statistics and the scientific method in ecology / Brian Dennis
Commentary / Charles E. McCulloch
Commentary / Aaron M. Ellison
Rejoinder / Brian Dennis
12. Taking the prior seriously : Bayesian analysis without subjective probability / Daniel Goodman
Commentary / Nozer D. Singpurwalla
Rejoinder / Daniel Goodman
13. Elicit data, not prior : on using expert opinion in ecological studies / Subhash R. Lele
Commentary / R. Cary Tuckfield
Commentary / Lance A. Waller
Rejoinder / Subhash R. Lele
Pt. 5. Models, realities, and evidence
Overview / Mark L. Taper and Subhash R. Lele
14. Statistical distances as loss functions in assessing model adequacy / Bruce G. Lindsay
Commentary / D. R. Cox
Commentary / Stephen P. Ellner
Rejoinder / Bruce G. Lindsay
15. Model identification from many candidates / Mark L. Taper
Commentary / Isabella Verdinelli and Larry Wasserman
Commentary / Hamparsum Bozdogan
Rejoinder / Mark L. Taper
Pt. 6. Conclusion
16. The nature of scientific evidence : a forward-looking synthesis / Mark L. Taper and Subhash R. Lele.

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