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S2E17: Embracing Your Non-Normality

Quantitude

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Embracing Non-Normality in Statistical Modeling

Exploring the concept of embracing non-normality in statistical modeling, including discussions on flexibility with distributions, Bayesian approaches, and building models not reliant on normality for categorical or ordinal outcomes. Introduces two-stage least squares as a limited information estimator with distinct advantages over maximum likelihood estimation.

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