Table of Contents
Foreword W. John Kress xi
Preface xvii
Acknowledgments xxi
Part 1 Introduction: Replication Across Disciplines
1 Toward a Taxonomy of Scientific Replication Ayelet Shavit Aaron M. Ellison 3
2 Borges on Replication and Concept Formation Yemima Ben-Menahem 23
3 The Historical Emergence of Replication: Reifying Geography through Repeated Surveys Haim Goren 37
Part 2 Replication in Biology: Overviews and Case Studies
The Value of Natural History Collections
4 Natural History Collections as Dynamic Research Archives Tamar Dayan Bella Galil 55
5 Looking to the Past to Plan for the Future: Using Natural History Collections as Historical Baselines Rebecca J. Rowe 64
Repeatable Monitoring and Observations
6 Monitoring: Repeated Sampling for Understanding Nature Avi Perevolotsky Naama Berg Orit Ginzburg Ron Drori 83
7 Monitoring the State of Nature in Israel Ron Drori Naama Berg Avi Perevolotsky 94
8 Creating Coherent Time Series through Repeated Measurements in a Marine Monitoring Program Yonathan Snaked Amatzia Genin 112
Replication and Experiments
9 Contingent Repeatability of Experiments in Time and Space Aaron M. Ellison 125
10 The Influence of Variation among Replicates on Repeatability Jacob Pitcovski Ehud Shahar Avigdor Cahaner 139
Meta-analysis and the Need for Repeatability
11 Replication and Repetition in Systematic Reviews and Metaanalyses in Medicine Leonard Leibovici Mical Paul 157
12 Clinical Heterogeneity in Multiple Trials of the Antimicrobial Treatment of Cholera Mical Paul Ya'ara Leibovici-Weissman Leonard Leibovici 163
The Role, of Metadata in Creating Reproducible Research
13 Reliable Metadata and the Creation of Trustworthy, Reproducible, and Re-usable Data Sets Kristin Vanderbilt David Blankman 179
14 Replication of Data Analyses: Provenance in R Emery R. Boose Barbara S. Lerner 195
Part 3 Integration and Synthesis
15 Turning Oranges into Apples: Using Detectability Correction and Bias Heuristics to Compare Imperfectly Repeated Observations Morgan W. Tingley 215
16 Dissecting and Reconstructing Time and Space for Replicable Biological Research Barbara Helm Ayelet Shavit 233
17 Best Practices for Creating Replicable Research Aaron M. Ellison 250
Epilogue: A Chorus's Dance with Replication Ayelet Shavit 265
Bibliography 271
List of Contributors 305
Index 311