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ENTITY Profile likelihood ratio tests for parameter inferences in generalised single-index models

Profile likelihood ratio tests for parameter inferences in generalised single-index models

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    New statistical method uses normalizing flows for likelihood-free inference

    A new statistical method has been developed for likelihood-free inference, particularly useful when dealing with nuisance parameters. This approach utilizes a neural-network-based normalizing flow to identify a pivotal …