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  • Nonparametric Estimation of Additive Models with Shape Constraints

    Creator:
    Wang, Lu
    Abstract:
    Monotone additive models are useful in estimating productivity curves or analyzing disease risk where the predictors are known to have monotonic effects on the response. Existing literature mainly focuses on univariate monotone smoothing. Available methods for the estimation of monotone additive models are either difficult to interpret or have no...
    Resource Type:
    Dissertation