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Bayesian information criterion (BIC)
2
SCAD
2
SCAD penalty
2
Akaike information criterion (AIC)
1
Autoregressive models
1
B-spline
1
B-spline basis
1
BIC
1
Consistency
1
Cross-validation
1
Group SCAD
1
Group variable selection
1
Nonconvex penalty
1
Oracle property
1
Partial likelihood
1
Quadratic approximation
1
Quantile regression
1
SVCPLM
1
Schwarz information criterion (SIC)
1
Smoothly clipped absolute deviation
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Lian, Heng
3
Hu, Yuao
1
Kim, Yongdai
1
Kwon, Sunghoon
1
Lai, Peng
1
Lee, Sangin
1
Meng, Jie
1
Song, Lixin
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Wang, Mingqiu
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Statistics & Probability Letters
Journal of Multivariate Analysis
10
Computational Statistics & Data Analysis
6
Metrika
4
IRTG 1792 Discussion Paper
3
Journal of econometrics
3
MPRA Paper
3
Econometric reviews
2
SFB 649 Discussion Paper
2
SFB 649 discussion paper
2
Working papers series in theoretical and applied economics
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Cowles Foundation Discussion Papers
1
Discussion papers / Graduate School of Economics, Hitotsubashi University
1
Energy economics
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Journal of business & economic statistics : JBES ; a publication of the American Statistical Association
1
Journal of financial econometrics : official journal of the Society for Financial Econometrics
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SFB 649 Discussion Papers
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The North American journal of economics and finance : a journal of financial economics studies
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The econometrics journal
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Polynomial spline approach for variable selection and estimation in varying coefficient models for time series data
Lai, Peng
;
Meng, Jie
;
Lian, Heng
- In:
Statistics & Probability Letters
96
(
2015
)
C
,
pp. 21-27
We propose the penalized estimator with the smoothly clipped absolute deviation (
SCAD
) penalty for varying coefficient …
Persistent link: https://www.econbiz.de/10011115968
Saved in:
2
Variable selection in a partially linear proportional hazards model with a diverging dimensionality
Hu, Yuao
;
Lian, Heng
- In:
Statistics & Probability Letters
83
(
2013
)
1
,
pp. 61-69
deviation (
SCAD
) penalty to select the significant covariates in the linear part. Some simulations and a real data set are …
Persistent link: https://www.econbiz.de/10010593895
Saved in:
3
Identification for semiparametric varying coefficient partially linear models
Wang, Mingqiu
;
Song, Lixin
- In:
Statistics & Probability Letters
83
(
2013
)
5
,
pp. 1311-1320
In this paper, we apply the group smoothly clipped absolute deviation (
SCAD
) penalty to identify the model structure of …
Persistent link: https://www.econbiz.de/10010662322
Saved in:
4
A note on the consistency of Schwarz’s criterion in linear quantile regression with the
SCAD
penalty
Lian, Heng
- In:
Statistics & Probability Letters
82
(
2012
)
7
,
pp. 1224-1228
variable selection, we also show that Schwarz’s criterion consistently selects the true model combined with the
SCAD
…
Persistent link: https://www.econbiz.de/10010576153
Saved in:
5
Quadratic approximation for nonconvex penalized estimations with a diverging number of parameters
Lee, Sangin
;
Kim, Yongdai
;
Kwon, Sunghoon
- In:
Statistics & Probability Letters
82
(
2012
)
9
,
pp. 1710-1717
including the smoothly clipped absolute deviation (
SCAD
) penalty (Fan and Li, 2001) as a special case. The APE achieves the …
Persistent link: https://www.econbiz.de/10011039940
Saved in:
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