Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Specification tests in semiparametric transformation models - a
  multiplier bootstrap approach   We consider semiparametric transformation models, where after pre-estimation
of a parametric transformation of the response the data are modeled by means of
nonparametric regression. We suggest subsequent procedures for testing
lack-of-fit of the regression function and for significance of covariables,
which - in contrast to procedures from the literature - are asymptotically not
influenced by the pre-estimation of the transformation. The test statistics are
asymptotically pivotal and have the same asymptotic distribution as in
regression models without transformation. We show validity of a multiplier
bootstrap procedure which is easier to implement and much less computationally
demanding than bootstrap procedures based on the transformation model. In a
simulation study we demonstrate the superior performance of the procedure in
comparison with the competitors from the literature.

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The categories of this paper are: acc-phys
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The categories of this paper are: dg-ga
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The categories of this paper are: bayes-an
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The categories of this paper are: q-bio
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The categories of this paper are: ao-sci
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The categories of this paper are: math-ph
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The categories of this paper are: eess
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The categories of this paper are: funct-an
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The categories of this paper are: patt-sol
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The categories of this paper are: hep-th
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The categories of this paper are: nucl-ex
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The categories of this paper are: chao-dyn
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The categories of this paper are: hep-ph
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The categories of this paper are: econ
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The categories of this paper are: quant-ph
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The categories of this paper are: solv-int