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~person:"Simoni, Anna"
~person:"Tchuente, Guy"
~subject:"Schätztheorie"
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Search: subject:"regularization"
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Schätztheorie
LIML
8
regularization methods
7
Estimation theory
5
2SLS
4
MSE
4
Big Data
3
Big data
3
Data Mining
3
Data mining
3
Data quality
3
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3
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3
Google search data
3
High-dimensional models
3
Nowcasting
3
Prognoseverfahren
3
Search engine
3
Suchmaschine
3
many instruments
3
Heteroscedasticity
2
Heteroskedasticity
2
Heteroskedastizität
2
IV-Schätzung
2
Instrumental variables
2
Many weak instruments
2
Regularization methods
2
Ridge Regularization
2
Sure Independence Screening
2
high-dimensional models
2
many weak instruments
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Autocorrelation
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Autokorrelation
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Estimation
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Instrumental regression
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Simoni, Anna
Tchuente, Guy
Florens, Jean-Pierre
10
Carrasco, Marine
8
Horowitz, Joel
4
Centorrino, Samuele
3
Athanasopoulos, George
2
Babii, Andrii
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Dai, Sheng
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Dunker, Fabian
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Enache, Andreea
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Hautsch, Nikolaus
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Johannes, Jan
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Kuosmanen, Timo
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Kyj, Lada M.
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Panagiotelis, Anastasios
2
Racine, Jeffrey
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Simar, Léopold
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Vahid, Farshid
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Van Bellegem, Sébastien
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Van Keilegom, Ingrid
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Adibi, Hojatollah
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Albani, Vinícius
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Discussion papers / University of Kent, School of Economics
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Estimation of social interaction models using
regularization
Tchuente, Guy
-
2016
problems. The
regularization
is based on three different methods: Tikhonov, Landweber Fridman, and Principal Components. The …
Persistent link: https://www.econbiz.de/10011547607
Saved in:
2
Efficient estimation with many weak instruments using
regularization
techniques
Carrasco, Marine
;
Tchuente, Guy
-
2015
, the inclusion of an excessive number of moments may be harmful. To address this issue, we use
regularization
techniques as …
Persistent link: https://www.econbiz.de/10011332986
Saved in:
3
Regularized LIML for many instruments
Carrasco, Marine
;
Tchuente, Guy
-
2015
selection of the
regularization
parameter based on the approximate MSE. A Monte Carlo study and two empirical applications …
Persistent link: https://www.econbiz.de/10011332999
Saved in:
4
Efficient estimation with many weak instruments using
regularization
techniques
Carrasco, Marine
;
Tchuente, Guy
- In:
Econometric reviews
35
(
2016
)
8/10
,
pp. 1609-1637
Persistent link: https://www.econbiz.de/10011592380
Saved in:
5
Regularized LIML for many instruments
Carrasco, Marine
;
Tchuente, Guy
- In:
Journal of econometrics
186
(
2015
)
2
,
pp. 427-442
Persistent link: https://www.econbiz.de/10011349451
Saved in:
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