α‐investing: a procedure for sequential control of expected false discoveries

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Optimal Testing in the Experiment-rich Regime (2018, methodology): “Methods to control of the false discovery rate in the sequential hypothesis setting are discussed by Foster and Stine (2007), Javanmard and Montanari (2016) and Ramdas et al. (2017). The connection between with multi-armed bandits is made by Yang et al. (2017). However, the Bayesian framework we pro”
Sequential selection procedures and false discovery rate control (2013, methodology): “The best method we are aware of is an adaptation of the α-investing approach of Foster and Stine (2008).”
Controlling False Discoveries During Interactive Data Exploration (2016, methodology): “Common choices for η are 1, (1−α), whereas the procedure appears to lose in power for values of η close to 0 [14].”