Learning in settings with partial feedback and the wavy recency effect of rare events

•Choice behavior following rare events violates common assumptions of recency.•Sensitivity to rare events is wavy: minimal soon and maximal long after they occur.•Response to sequences explains the wavy pattern even when feedback is partial.•Yet, partial feedback also implies other phenomena, and more complex patterns.•A similarity-based model captures both short- and long-term learning behavior.