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  • Search: subject:"high-dimensional panel data"
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Year of publication
Subject
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Panel 3 Panel study 3 high-dimensional panel data 3 missing value imputation 3 Estimation 2 Schätzung 2 Theorie 2 Theory 2 Time series analysis 2 Zeitreihenanalyse 2 dynamic hierarchical factor models 2 forecasting 2 imputation uncertainty 2 Anleihe 1 Bond 1 CDS-bond basis 1 Credit derivative 1 Data quality 1 Datenqualität 1 Factor analysis 1 Faktorenanalyse 1 Fehlende Daten 1 Forecasting model 1 High dimensional panel data 1 Kalman filter 1 Kreditderivat 1 Missing data 1 Natural rate of suicide 1 Prognoseverfahren 1 Sampling 1 State space model 1 Statistical method 1 Statistische Methode 1 Stichprobenerhebung 1 Suicide 1 Suizid 1 USA 1 United States 1 Yield curve 1 Zero suicide policy 1
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Online availability
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Free 3 Undetermined 1
Type of publication
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Book / Working Paper 3 Article 1
Type of publication (narrower categories)
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Working Paper 3 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2 Article in journal 1 Aufsatz in Zeitschrift 1
Language
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English 4
Author
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Khanna, Yonas 3 Lucas, André 3 Collins, Alan 1 Fan, Jingwen 1 Mahabir, Aruneema 1 Seeger, Norman 1
Published in...
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Discussion paper / Tinbergen Institute 2 Economic modelling 1 Tinbergen Institute Discussion Paper 1
Source
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ECONIS (ZBW) 3 EconStor 1
Showing 1 - 4 of 4
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Observation-driven hierarchical density models for missing data imputation
Khanna, Yonas; Lucas, André - 2025
We propose an observation-driven dynamic common factor model for missing value imputation in high-dimensional panel … data. The model exploits both serial and cross-sectional information in the data and can easily cope with time-variation in …
Persistent link: https://www.econbiz.de/10015394879
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Cover Image
Observation-driven hierarchical density models for missing data imputation
Khanna, Yonas; Lucas, André - 2025
We propose an observation-driven dynamic common factor model for missing value imputation in high-dimensional panel … data. The model exploits both serial and cross-sectional information in the data and can easily cope with time-variation in …
Persistent link: https://www.econbiz.de/10015373862
Saved in:
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Measuring and explaining the CDS-bond basis term-structure shape and dynamics
Khanna, Yonas; Lucas, André; Seeger, Norman - 2025 - This version: May 26, 2025
The CDS-bond basis quantifies the difference in risk premia between credit default swap (CDS) and bond markets. It is hard to measure at the individual firm level given substantial missing-value problems (30%-100%) in either or both markets, even for highly liquid blue-chip financial firms. We...
Persistent link: https://www.econbiz.de/10015408438
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Actual versus "natural" rates of suicide : evidence from the USA
Collins, Alan; Fan, Jingwen; Mahabir, Aruneema - In: Economic modelling 106 (2022), pp. 1-8
Persistent link: https://www.econbiz.de/10013347609
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