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  • Search: subject:"Principal component regression"
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Year of publication
Subject
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principal component regression 14 Regression analysis 12 Regressionsanalyse 12 Principal component regression 9 Estimation theory 8 Schätztheorie 8 Forecasting model 6 Prognoseverfahren 6 Demand and Price Analysis 4 Kleinste-Quadrate-Methode 4 Least squares method 4 Partial least squares 4 Time series analysis 4 Zeitreihenanalyse 4 cointegration 4 geographical distance 4 price transmission 4 rice 4 structural breaks 4 Brazil 3 China 3 Factor analysis 3 Hauptkomponentenanalyse 3 Multicollinearity 3 Principal Component Regression 3 Principal component analysis 3 Agricultural and Food Policy 2 Business tendency surveys 2 Data-rich forecasting methods 2 Dimension-reduction techniques 2 Dynamic factor models 2 Faktorenanalyse 2 Monte Carlo simulation 2 Monte-Carlo-Simulation 2 Resource /Energy Economics and Policy 2 South Africa 2 Theorie 2 Theory 2 business cycle analysis 2 functional principal component regression 2
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Online availability
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Undetermined 18 Free 16 CC license 1
Type of publication
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Article 28 Book / Working Paper 9 Other 2
Type of publication (narrower categories)
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Article in journal 12 Aufsatz in Zeitschrift 12 Aufsatz im Buch 1 Book section 1 Congress Report 1 Thesis 1 Working Paper 1 research-article 1
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Language
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English 23 Undetermined 16
Author
All
Hernandez-Villafuerte, Karla Vanessa 4 Shang, Han Lin 4 Cubadda, Gianluca 3 Guardabascio, Barbara 3 Abberger, Klaus 2 Alemu, Zerihun Gudeta 2 Magingxa, Litha Light 2 Abdullahi, Muhammed 1 Aguilera, A. 1 Ahmadu, Hassan Adaviriku 1 Basu, Souvik 1 Bergstrom, John C. 1 Biabanaki, Monireh 1 Bouzas, P. 1 Cai, Ruohong 1 Carter, Randy L. 1 Chan, Swee Lean 1 Chan, Yeung Lewis 1 Chang, Victor 1 DasBit, Sipra 1 Ejohwomu, Obuks Augustine 1 Eslamian, Saeid 1 Franses, Philip Hans 1 Ghasemizadeh, Mehdi 1 Haberman, Steven 1 Huber, Florian 1 Ibrahim, Ahmed Doko 1 Ibrahim, Yahaya Makarfi 1 Inagaki, Nobuo 1 Inan, Deniz 1 Islam, Md Tazmul 1 Janssens, Eva 1 Ji, Xiao-dong 1 Jimichi, Masayuki 1 Kearney, Fearghal 1 Kiers, Henk 1 Koop, Gary 1 Kosfeld, Reinhold 1 Lauridsen, Jørgen 1 Ledolter, Johannes 1
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Institution
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Agricultural and Applied Economics Association - AAEA 1 Centro di Studi Internazionali Sull'Economia e la Sviluppo (CEIS), Facoltà di Economia 1 Department of Agricultural and Applied Economics, University of Georgia 1 Department of Econometrics and Business Statistics, Monash Business School 1 European Association of Agricultural Economists - EAAE 1 International Association of Agricultural Economists - IAAE 1 ifo Leibniz-Institut für Wirtschaftsforschung an der Universität München e.V. 1
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Published in...
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Statistical Papers / Springer 3 Journal of forecasting 2 Statistical Methods and Applications 2 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 1 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 1 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 1 Annals of the Institute of Statistical Mathematics 1 Application of operations research to financial markets 1 Applied economics letters 1 Asian Agricultural Research 1 CEIS Research Paper 1 Construction Management and Economics 1 Economic Modelling 1 Economic modelling 1 Faculty Series 1 IEEE transactions on engineering management : EM 1 Ifo Working Paper Series 1 Insurance / Mathematics & economics 1 International journal of business and systems research : IJBSR 1 Inventi impact: microfinance & banking 1 Journal of Financial Management of Property and Construction 1 Journal of applied econometrics 1 Journal of quantitative economics 1 Journal of urban management 1 Management and Marketing Journal 1 Modern economy 1 Monash Econometrics and Business Statistics Working Papers 1 Spanish Economic Review 1 Statistical Applications in Genetics and Molecular Biology 1 Water Resources Management 1 ifo Working Paper 1
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Source
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RePEc 20 ECONIS (ZBW) 13 BASE 4 EconStor 1 Other ZBW resources 1
Showing 31 - 39 of 39
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A medium-N approach to macroeconomic forecasting
Cubadda, Gianluca; Guardabascio, Barbara - In: Economic modelling 29 (2012) 4, pp. 1099-1105
Persistent link: https://www.econbiz.de/10009667434
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A Principal Component Regression Method for Estimating Low Flow Index
Eslamian, Saeid; Ghasemizadeh, Mehdi; Biabanaki, Monireh; … - In: Water Resources Management 24 (2010) 11, pp. 2553-2566
), the 7-day, 10-year lowflow, using principal component regression (PCR) based on physiographic and hydrologic variables. To …
Persistent link: https://www.econbiz.de/10010794746
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Factor analysis regression
Kosfeld, Reinhold; Lauridsen, Jørgen - In: Statistical Papers 49 (2008) 4, pp. 653-667
Persistent link: https://www.econbiz.de/10008486771
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A comparison of various methods for multivariate regression with highly collinear variables
Kiers, Henk; Smilde, Age - In: Statistical Methods and Applications 16 (2007) 2, pp. 193-228
Persistent link: https://www.econbiz.de/10005369221
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Cox Survival Analysis of Microarray Gene Expression Data Using Correlation Principal Component Regression
Zhao, Qiang; Sun, Jianguo - In: Statistical Applications in Genetics and Molecular Biology 6 (2007) 1, pp. 16-16
. The method modifies the correlation principal component regression (Sun, 1995) to handle the censoring problem of survival …
Persistent link: https://www.econbiz.de/10005752574
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Project cost estimation using principal component regression
Chan, Swee Lean; Park, Moonseo - In: Construction Management and Economics 23 (2005) 3, pp. 295-304
Factors affecting construction project cost include project-specific factors and those reflecting the characteristics of the project team. Multiple regression is often used to estimate a project's cost, but independent variables with a high degree of correlation are likely be left out of such a...
Persistent link: https://www.econbiz.de/10005269163
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Forecasting a class of doubly stochastic Poisson processes
Bouzas, P.; Aguilera, A.; Valderrama, M. - In: Statistical Papers 43 (2002) 4, pp. 507-523
Persistent link: https://www.econbiz.de/10004970897
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A dynamic factor model framework for forecast combination
Chan, Yeung Lewis; Stock, James H.; Watson, Mark W. - In: Spanish Economic Review 1 (1999) 2, pp. 91-121
A panel of ex-ante forecasts of a single time series is modeled as a dynamic factor model, where the conditional expectation is the single unobserved factor. When applied to out-of-sample forecasting, this leads to combination forecasts that are based on methods other than OLS. These methods...
Persistent link: https://www.econbiz.de/10005371348
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r-k Class estimation in regression model with concomitant variables
Jimichi, Masayuki; Inagaki, Nobuo - In: Annals of the Institute of Statistical Mathematics 48 (1996) 1, pp. 89-95
Persistent link: https://www.econbiz.de/10005616172
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