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Classical Testing in Functional Linear Models. [PDF]
Kong D, Staicu AM, Maity A.
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A tree-based method for modeling a multivariate ordinal response. [PDF]
Zhang H, Ye Y.
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Local quasi-likelihood with a parametric guide. [PDF]
Fan J, Wu Y, Feng Y.
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Statistical Inference for Semiparametric Varying-coefficient Partially Linear Models with Generated Regressors (F06-463). [PDF]
Zhou Y, Liang H.
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Generalized semiparametrically structured ordinal models. [PDF]
Tutz G.
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On the Effect of a Binary Treatment in the Presence of a Control Covariate
, 2020The nonparametric regression of a response variable on a binary treatment and a control covariate equals the nonparametric regression of the response on the control plus the conditional (given the control) linear regression of the resulting residual on ...
Rajeshwari Majumdar
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Statistical Inference for Structured High-dimensional Models
Oberwolfach Reports, 2019High-dimensional statistical inference is a newly emerged direction of statistical science in the 21 century. Its importance is due to the increasing dimensionality and complexity of models needed to process and understand the modern real world data. The
A. Juditsky, A. Tsybakov, Cun-Hui Zhang
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Fiducial theory for free-knot splines
, 2014D. Sonderegger, Jan Hannig
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Mini-Workshop: Mathematics of Machine Learning
, 2011L. Györfi +3 more
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