Subjective randomness as statistical inference

•Our sense of randomnesscan be understood as statistical inference.•Randomness judgments are inferences about generating processes.•Ideas from computer science can be used to define non-random processes.•We predict randomness judgments for sequences, matrices, and spatial arrays.