Reproducibility, closely related to replicability and repeatability, is a major principle underpinning the scientific method.For the findings of a study to be reproducible means that results obtained by an experiment or an observational study or in a statistical analysis of a data set should be achieved again with a high degree of reliability when the study is replicated.

2024年9月26日 · Reproducibility is the measure of readily different operators of a process that can yield the same results. Both play massive roles in production, as they are indicators of quality and minimal defects in a process. Understanding how these measures work is vital of process improvement and management.

2019年5月7日 · In this chapter, we discuss how the practice of science has evolved and how these changes have introduced challenges to reproducibility and replicability.

2019年5月7日 · In short, reproducibility involves the original data and code; replicability involves new data collection to test for consistency with previous results of a similar study. These two processes also differ in the type of results that should be expected.

2022年8月19日 · The terms reproducibility, repeatability, and replicability are sometimes used interchangeably, but they mean different things. A research study is reproducible when the existing data is reanalysed using the same research methods and yields the same results.

Repeatability and reproducibility are two important concepts in the field of scientific research and experimentation. Repeatability refers to the ability of an experiment or study to be replicated by the same researcher or team under the same conditions.

2019年5月7日 · This chapter reviews the technical and procedural challenges in ensuring reproducibility and assesses the extent of non-reproducibility in scientific and engineering research. The committee also examines factors that may deter or limit reproducibility.