Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: On Asymptotics Related to Classical Inference in Stochastic Differential
  Equations with Random Effects   Delattre et al. (2013) considered n independent stochastic differential
equations (SDEs), where in each case the drift term is associated with a random
effect, the distribution of which depends upon unknown parameters. Assuming the
independent and identical (iid) situation the authors provide independent
proofs of weak consistency and asymptotic normality of the maximum likelihood
estimators (MLEs) of the hyper-parameters of their random effects parameters.
  In this article, as an alternative route to proving consistency and
asymptotic normality in the SDE set-up involving random effects, we verify the
regularity conditions required by existing relevant theorems. In particular,
this approach allowed us to prove strong consistency under weaker assumption.
But much more importantly, we further consider the independent, but
non-identical set-up associated with the random effects based SDE framework,
and prove asymptotic results associated with the MLEs.

8
The categories of this paper are: hep-ex
35
The categories of this paper are: mtrl-th
28
The categories of this paper are: alg-geom
26
The categories of this paper are: bayes-an
4
The categories of this paper are: cond-mat
11
The categories of this paper are: hep-lat
18
The categories of this paper are: econ
10
The categories of this paper are: q-bio
36
The categories of this paper are: cmp-lg
29
The categories of this paper are: funct-an
27
The categories of this paper are: comp-gas
1
The categories of this paper are: cs
25
The categories of this paper are: patt-sol
34
The categories of this paper are: chem-ph
0
The categories of this paper are: hep-ph
15
The categories of this paper are: nucl-ex