Joint conditional MLE beta-AR(k) regression (betark) yields better-calibrated ITSA inference for bounded outcomes than quasi-binomial GLM with Newey–West HAC SEs, though Type I error stays high under AR(3) high persistence.
Turner, Andrew B
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Beta Regression with Autoregressive Errors for Interrupted Time Series Analysis of Proportion and Rate Outcomes: A Simulation Study
Joint conditional MLE beta-AR(k) regression (betark) yields better-calibrated ITSA inference for bounded outcomes than quasi-binomial GLM with Newey–West HAC SEs, though Type I error stays high under AR(3) high persistence.