Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Regression rank scores in nonlinear models   Consider the nonlinear regression model $Y_i=g({\bf x}_i,\boldmath
$\theta$)+e_i,\quad i=1,...,n$(1) with ${\bf x}_i\in \mathbb{R}^k,$
$\boldmath{\theta}=(\theta_0,\theta_1,...,\theta_p)^{\prime}\in \boldmath
$\Theta$$ (compact in $\mathbb{R}^{p+1}$), where $g({\bf x},\boldmath
$\theta$)=\theta_0+\tilde{g}({\bf x},\theta_1,...,\theta_p)$ is continuous,
twice differentiable in $\boldmath $\theta$$ and monotone in components of
$\boldmath $\theta$$. Following Gutenbrunner and Jure\v{c}kov\'{a} (1992) and
Jure\v{c}kov\'{a} and Proch\'{a}zka (1994), we introduce regression rank scores
for model (1), and prove their asymptotic properties under some regularity
conditions. As an application, we propose some tests in nonlinear regression
models with nuisance parameters.

3
The categories of this paper are: physics
17
The categories of this paper are: q-fin
7
The categories of this paper are: hep-th
25
The categories of this paper are: patt-sol
30
The categories of this paper are: q-alg
11
The categories of this paper are: hep-lat
1
The categories of this paper are: cs
6
The categories of this paper are: astro-ph
12
The categories of this paper are: nucl-th
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The categories of this paper are: atom-ph
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The categories of this paper are: gr-qc
23
The categories of this paper are: solv-int
13
The categories of this paper are: quant-ph
21
The categories of this paper are: adap-org
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The categories of this paper are: bayes-an
14
The categories of this paper are: math-ph