Advances in Data Analysis and Classification / Springer
Citation Profile [Updated: 2023-01-07 21:26:51]
5 Years H Index
13
Impact Factor (IF)
0.36
5 Years IF
0.33
Data available in this
report
[Raw
data] [50 most cited papers]
[50 most relevant papers]
[cites used to compute IF]
[Recent
citations ][Frequent citing
series ] [more data in
EconPapers]
[
trace new citations] [Missing
citations? Add them now]
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Main indicators
Raw Data
| IF | AIF | CIF | IF5 | DOC | CDO | CIT | NCI | CCU | D2Y | C2Y | D5Y | C5Y | SC | %SC | CiY | II | AII | |
| 2008 | 0 | 0.49 | 0 | 0 | 8 | 8 | 12 | 0 | 0 | 0 | 0 | 0 | 0.23 | |||||
| 2009 | 0 | 0.47 | 0 | 0 | 20 | 28 | 25 | 0 | 8 | 8 | 0 | 0 | 0.23 | |||||
| 2010 | 0.07 | 0.48 | 0.06 | 0.07 | 20 | 48 | 99 | 3 | 3 | 28 | 2 | 28 | 2 | 2 | 66.7 | 0 | 0.21 | |
| 2011 | 0.1 | 0.52 | 0.07 | 0.08 | 22 | 70 | 78 | 5 | 8 | 40 | 4 | 48 | 4 | 2 | 40 | 1 | 0.05 | 0.24 |
| 2012 | 0.4 | 0.51 | 0.27 | 0.29 | 24 | 94 | 39 | 25 | 33 | 42 | 17 | 70 | 20 | 11 | 44 | 1 | 0.04 | 0.22 |
| 2013 | 0.17 | 0.56 | 0.28 | 0.27 | 20 | 114 | 75 | 32 | 65 | 46 | 8 | 94 | 25 | 4 | 12.5 | 2 | 0.1 | 0.24 |
| 2014 | 0.14 | 0.55 | 0.21 | 0.22 | 21 | 135 | 156 | 28 | 94 | 44 | 6 | 106 | 23 | 7 | 25 | 2 | 0.1 | 0.23 |
| 2015 | 0.61 | 0.55 | 0.35 | 0.38 | 21 | 156 | 61 | 54 | 148 | 41 | 25 | 107 | 41 | 14 | 25.9 | 1 | 0.05 | 0.23 |
| 2016 | 0.57 | 0.53 | 0.34 | 0.33 | 16 | 172 | 39 | 59 | 207 | 42 | 24 | 108 | 36 | 13 | 22 | 1 | 0.06 | 0.21 |
| 2017 | 0.27 | 0.55 | 0.35 | 0.34 | 25 | 197 | 51 | 68 | 275 | 37 | 10 | 102 | 35 | 27 | 39.7 | 3 | 0.12 | 0.21 |
| 2018 | 0.27 | 0.57 | 0.24 | 0.36 | 41 | 238 | 34 | 56 | 331 | 41 | 11 | 103 | 37 | 12 | 21.4 | 1 | 0.02 | 0.24 |
| 2019 | 0.21 | 0.6 | 0.33 | 0.39 | 44 | 282 | 40 | 94 | 425 | 66 | 14 | 124 | 48 | 21 | 22.3 | 1 | 0.02 | 0.24 |
| 2020 | 0.19 | 0.73 | 0.31 | 0.29 | 42 | 324 | 18 | 102 | 527 | 85 | 16 | 147 | 42 | 19 | 18.6 | 1 | 0.02 | 0.34 |
| 2021 | 0.36 | 1.02 | 0.42 | 0.33 | 42 | 366 | 10 | 152 | 679 | 86 | 31 | 168 | 56 | 20 | 13.2 | 3 | 0.07 | 0.38 |
| IF: | Two years Impact Factor: C2Y / D2Y |
| AIF: | Average Impact Factor for all series in RePEc in year y |
| CIF: | Cumulative impact factor |
| IF5: | Five years Impact Factor: C5Y / D5Y |
| DOC: | Number of documents published in year y |
| CDO: | Cumulative number of documents published until year y |
| CIT: | Number of citations to papers published in year y |
| NCI: | Number of citations in year y |
| CCU: | Cumulative number of citations to papers published until year y |
| D2Y: | Number of articles published in y-1 plus y-2 |
| C2Y: | Cites in y to articles published in y-1 plus y-2 |
| D5Y: | Number of articles published in y-1 until y-5 |
| C5Y: | Cites in y to articles published in y-1 until y-5 |
| SC: | selft citations in y to articles published in y-1 plus y-2 |
| %SC: | Percentage of selft citations in y to articles published in y-1 plus y-2 |
| CiY: | Cites in year y to documents published in year y |
| II: | Immediacy Index: CiY / Documents. |
| AII: | Average Immediacy Index for series in RePEc in year y |
50 most cited documents in this series
| # | Year | Title | Cited |
|---|---|---|---|
| 1 | 2014 | Functional data clustering: a survey. (2014). Jacques, Julien ; Preda, Cristian. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:3:p:231-255. Full description at Econpapers || Download paper | 43 |
| 2 | 2010 | Methods for merging Gaussian mixture components. (2010). Hennig, Christian. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:1:p:3-34. Full description at Econpapers || Download paper | 34 |
| 3 | 2013 | On mixtures of skew normal and skew $$t$$ -distributions. (2013). Lee, Sharon ; McLachlan, Geoffrey . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:3:p:241-266. Full description at Econpapers || Download paper | 26 |
| 4 | 2010 | A review of robust clustering methods. (2010). Garcia-Escudero, Luis ; Matran, Carlos ; Gordaliza, Alfonso ; Mayo-Iscar, Agustin. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:2:p:89-109. Full description at Econpapers || Download paper | 25 |
| 5 | A comparison of some criteria for states selection in the latent Markov model for longitudinal data. (2014). Pandolfi, Silvia ; Bacci, Silvia ; Pennoni, F.. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:125-145. Full description at Econpapers || Download paper | 21 | |
| 6 | 2013 | Clustering and classification via cluster-weighted factor analyzers. (2013). Punzo, Antonio ; Subedi, Sanjeena ; Ingrassia, Salvatore ; McNicholas, Paul . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:1:p:5-40. Full description at Econpapers || Download paper | 20 |
| 7 | 2011 | A tail dependence-based dissimilarity measure for financial time series clustering. (2011). De Luca, Giovanni ; Zuccolotto, Paola. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:323-340. Full description at Econpapers || Download paper | 20 |
| 8 | 2011 | Model-based clustering of time series in group-specific functional subspaces. (2011). Jacques, Julien ; Bouveyron, Charles. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:281-300. Full description at Econpapers || Download paper | 20 |
| 9 | 2017 | A novel method for forecasting time series based on fuzzy logic and visibility graph. (2017). Zhang, Rong ; Deng, Yong ; Ashuri, Baabak. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:4:d:10.1007_s11634-017-0300-3. Full description at Econpapers || Download paper | 17 |
| 10 | 2014 | Simplicial band depth for multivariate functional data. (2014). Sun, Ying ; Lopez-Pintado, Sara ; Genton, Marc ; Lin, Juan. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:3:p:321-338. Full description at Econpapers || Download paper | 15 |
| 11 | 2014 | Estimating common principal components in high dimensions. (2014). Browne, Ryan ; McNicholas, Paul . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:217-226. Full description at Econpapers || Download paper | 14 |
| 12 | 2015 | Modeling and forecasting interval time series with threshold models. (2015). Rodrigues, Paulo ; Salish, Nazarii. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:1:p:41-57. Full description at Econpapers || Download paper | 13 |
| 13 | Clustering of financial time series in risky scenarios. (2014). Durante, Fabrizio ; Pappada, Roberta ; Torelli, Nicola. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:4:p:359-376. Full description at Econpapers || Download paper | 13 | |
| 14 | 2014 | Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. (2014). Subedi, Sanjeena ; McNicholas, Paul . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:167-193. Full description at Econpapers || Download paper | 11 |
| 15 | 2009 | Trimming algorithms for clustering contaminated grouped data and their robustness. (2009). Gallegos, Maria ; Ritter, Gunter . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:3:y:2009:i:2:p:135-167. Full description at Econpapers || Download paper | 11 |
| 16 | 2016 | Varying uncertainty in CUB models. (2016). Iannario, Maria ; Piccolo, Domenico ; Gottard, Anna. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:2:d:10.1007_s11634-016-0235-0. Full description at Econpapers || Download paper | 10 |
| 17 | 2013 | Dimension reduction for model-based clustering via mixtures of multivariate $$t$$ t -distributions. (2013). McNicholas, Paul ; Scrucca, Luca ; Morris, Katherine . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:3:p:321-338. Full description at Econpapers || Download paper | 10 |
| 18 | 2016 | A mixture of generalized hyperbolic factor analyzers. (2016). Tortora, Cristina ; Browne, Ryan P ; McNicholas, Paul D. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:4:d:10.1007_s11634-015-0204-z. Full description at Econpapers || Download paper | 10 |
| 19 | 2010 | A simulation study to compare robust clustering methods based on mixtures. (2010). Coretto, Pietro ; Hennig, Christian. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:2:p:111-135. Full description at Econpapers || Download paper | 9 |
| 20 | 2008 | A DC programming approach for feature selection in support vector machines learning. (2008). Le Thi, Hoai An ; PhamDinh, Tao ; Nguyen, Van. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:2:y:2008:i:3:p:259-278. Full description at Econpapers || Download paper | 9 |
| 21 | 2014 | Robust clustering around regression lines with high density regions. (2014). Perrotta, Domenico ; Cerioli, Andrea. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:1:p:5-26. Full description at Econpapers || Download paper | 8 |
| 22 | 2011 | Model-based clustering and segmentation of time series with changes in regime. (2011). Aknin, Patrice ; Govaert, Gerard ; Chamroukhi, Faicel ; Same, Allou. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:301-321. Full description at Econpapers || Download paper | 8 |
| 23 | 2014 | Latent class CUB models. (2014). Rampichini, Carla ; Piccolo, Domenico ; Grilli, Leonardo ; Iannario, Maria. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:1:p:105-119. Full description at Econpapers || Download paper | 8 |
| 24 | 2016 | Model based clustering for mixed data: clustMD. (2016). Gormley, Isobel Claire ; McParland, Damien . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:2:d:10.1007_s11634-016-0238-x. Full description at Econpapers || Download paper | 7 |
| 25 | 2017 | Mixture models for ordinal responses to account for uncertainty of choice. (2017). Tutz, Gerhard ; Piccolo, Domenico ; Iannario, Maria ; Schneider, Micha . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:2:d:10.1007_s11634-016-0247-9. Full description at Econpapers || Download paper | 7 |
| 26 | 2017 | Multivariate and functional classification using depth and distance. (2017). Rousseeuw, Peter ; Segaert, Pieter ; Hubert, Mia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:3:d:10.1007_s11634-016-0269-3. Full description at Econpapers || Download paper | 7 |
| 27 | 2014 | A constrained robust proposal for mixture modeling avoiding spurious solutions. (2014). Garcia-Escudero, L. ; Mayo-Iscar, A. ; Gordaliza, A.. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:1:p:27-43. Full description at Econpapers || Download paper | 7 |
| 28 | 2018 | A computationally fast variable importance test for random forests for high-dimensional data. (2018). Janitza, Silke ; Boulesteix, Anne-Laure ; Celik, Ender. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:4:d:10.1007_s11634-016-0276-4. Full description at Econpapers || Download paper | 7 |
| 29 | 2014 | New insights on permutation approach for hypothesis testing on functional data. (2014). Melas, Viatcheslav ; Salmaso, Luigi ; Corain, Livio ; Pepelyshev, Andrey. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:3:p:339-356. Full description at Econpapers || Download paper | 7 |
| 30 | 2012 | Exploring incomplete data using visualization techniques. (2012). Filzmoser, Peter ; Alfons, Andreas ; Templ, Matthias. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:1:p:29-47. Full description at Econpapers || Download paper | 6 |
| 31 | 2010 | Robust classification for skewed data. (2010). Van der Veeken, Stephan ; Hubert, Mia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:4:p:239-254. Full description at Econpapers || Download paper | 6 |
| 32 | 2011 | Assessing and accounting for time heterogeneity in stochastic actor oriented models. (2011). Snijders, Tom ; Ripley, Ruth ; Schweinberger, Michael ; Lospinoso, Joshua . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:2:p:147-176. Full description at Econpapers || Download paper | 6 |
| 33 | 2013 | A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models. (2013). Vermunt, Jeroen ; Kollenburg, Geert ; Oberski, Daniel . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:3:p:267-279. Full description at Econpapers || Download paper | 6 |
| 34 | 2011 | Multiple imputation in principal component analysis. (2011). Josse, Julie ; Pages, Jerome ; Husson, Franois. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:3:p:231-246. Full description at Econpapers || Download paper | 6 |
| 35 | 2014 | Graphical tools for model-based mixture discriminant analysis. (2014). Scrucca, Luca. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:147-165. Full description at Econpapers || Download paper | 6 |
| 36 | 2011 | Fast algorithms for determining (generalized) core groups in social networks. (2011). Batagelj, Vladimir ; Zavernik, Matja . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:2:p:129-145. Full description at Econpapers || Download paper | 6 |
| 37 | 2015 | Improved initialisation of model-based clustering using Gaussian hierarchical partitions. (2015). Raftery, Adrian ; Scrucca, Luca. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:447-460. Full description at Econpapers || Download paper | 6 |
| 38 | 2015 | Robust model-based clustering via mixtures of skew-t distributions with missing information. (2015). Wang, Wan-Lun. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:423-445. Full description at Econpapers || Download paper | 6 |
| 39 | 2010 | Inequalities between multi-rater kappas. (2010). Warrens, Matthijs . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:4:p:271-286. Full description at Econpapers || Download paper | 5 |
| 40 | 2015 | Classifying real-world data with the $${ DD}\alpha $$ D D ? -procedure. (2015). Mosler, Karl ; Lange, Tatjana ; Mozharovskyi, Pavlo. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:3:p:287-314. Full description at Econpapers || Download paper | 5 |
| 41 | 2012 | Analyzing multiset data by the Power STATIS-ACT method. (2012). Dosse, Mohammed Bennani ; Benasseni, Jacques . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:1:p:49-65. Full description at Econpapers || Download paper | 5 |
| 42 | 2012 | Sensory analysis in the food industry as a tool for marketing decisions. (2012). Piccolo, Domenico ; Zuccolotto, Paola ; Manisera, Marica ; Iannario, Maria. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:4:p:303-321. Full description at Econpapers || Download paper | 5 |
| 43 | 2015 | Maximum likelihood estimation of Gaussian mixture models without matrix operations. (2015). Nguyen, Hien ; McLachlan, Geoffrey . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:371-394. Full description at Econpapers || Download paper | 5 |
| 44 | 2009 | New robust dynamic plots for regression mixture detection. (2009). Riani, Marco ; Torti, Francesca ; Perrotta, Domenico. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:3:y:2009:i:3:p:263-279. Full description at Econpapers || Download paper | 5 |
| 45 | 2015 | Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. (2015). Riani, Marco ; Perrotta, Domenico ; Cerioli, Andrea ; Torti, Francesca. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:461-481. Full description at Econpapers || Download paper | 5 |
| 46 | 2010 | The k-step spatial sign covariance matrix. (2010). Dehon, Catherine ; Croux, C. ; Yadine, A.. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:2:p:137-150. Full description at Econpapers || Download paper | 5 |
| 47 | 2011 | Correcting Jaccard and other similarity indices for chance agreement in cluster analysis. (2011). Niewiadomska-Bugaj, Magdalena ; Albatineh, Ahmed . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:3:p:179-200. Full description at Econpapers || Download paper | 5 |
| 48 | 2012 | Predicting partial customer churn using Markov for discrimination for modeling first purchase sequences. (2012). Van den Poel, Dirk ; Migueis, Vera ; João Falcão e Cunha, ; Camanho, Ana. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:4:p:337-353. Full description at Econpapers || Download paper | 5 |
| 49 | 2011 | Detection of multivariate outliers in business survey data with incomplete information. (2011). Todorov, Valentin ; Filzmoser, Peter ; Templ, Matthias. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:1:p:37-56. Full description at Econpapers || Download paper | 5 |
| 50 | 2014 | A latent class analysis of the public attitude towards the euro adoption in Poland. (2014). Genge, Ewa. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:4:p:427-442. Full description at Econpapers || Download paper | 4 |
50 most relevant documents in this series (papers most cited in the last two years)
| # | Year | Title | Cited |
|---|---|---|---|
| 1 | 2014 | Functional data clustering: a survey. (2014). Jacques, Julien ; Preda, Cristian. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:3:p:231-255. Full description at Econpapers || Download paper | 27 |
| 2 | 2011 | Model-based clustering of time series in group-specific functional subspaces. (2011). Jacques, Julien ; Bouveyron, Charles. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:281-300. Full description at Econpapers || Download paper | 11 |
| 3 | 2010 | A review of robust clustering methods. (2010). Garcia-Escudero, Luis ; Matran, Carlos ; Gordaliza, Alfonso ; Mayo-Iscar, Agustin. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:2:p:89-109. Full description at Econpapers || Download paper | 9 |
| 4 | 2011 | A tail dependence-based dissimilarity measure for financial time series clustering. (2011). De Luca, Giovanni ; Zuccolotto, Paola. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:4:p:323-340. Full description at Econpapers || Download paper | 8 |
| 5 | 2014 | Estimating common principal components in high dimensions. (2014). Browne, Ryan ; McNicholas, Paul . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:217-226. Full description at Econpapers || Download paper | 8 |
| 6 | 2013 | Clustering and classification via cluster-weighted factor analyzers. (2013). Punzo, Antonio ; Subedi, Sanjeena ; Ingrassia, Salvatore ; McNicholas, Paul . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:1:p:5-40. Full description at Econpapers || Download paper | 8 |
| 7 | 2010 | Methods for merging Gaussian mixture components. (2010). Hennig, Christian. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:1:p:3-34. Full description at Econpapers || Download paper | 8 |
| 8 | 2017 | A novel method for forecasting time series based on fuzzy logic and visibility graph. (2017). Zhang, Rong ; Deng, Yong ; Ashuri, Baabak. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:4:d:10.1007_s11634-017-0300-3. Full description at Econpapers || Download paper | 8 |
| 9 | 2013 | On mixtures of skew normal and skew $$t$$ -distributions. (2013). Lee, Sharon ; McLachlan, Geoffrey . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:3:p:241-266. Full description at Econpapers || Download paper | 7 |
| 10 | 2014 | Clustering of financial time series in risky scenarios. (2014). Durante, Fabrizio ; Pappada, Roberta ; Torelli, Nicola. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:4:p:359-376. Full description at Econpapers || Download paper | 7 |
| 11 | 2014 | A comparison of some criteria for states selection in the latent Markov model for longitudinal data. (2014). Pandolfi, Silvia ; Bacci, Silvia ; Pennoni, F.. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:125-145. Full description at Econpapers || Download paper | 7 |
| 12 | 2018 | A computationally fast variable importance test for random forests for high-dimensional data. (2018). Janitza, Silke ; Boulesteix, Anne-Laure ; Celik, Ender. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:4:d:10.1007_s11634-016-0276-4. Full description at Econpapers || Download paper | 6 |
| 13 | 2016 | Model based clustering for mixed data: clustMD. (2016). Gormley, Isobel Claire ; McParland, Damien . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:2:d:10.1007_s11634-016-0238-x. Full description at Econpapers || Download paper | 5 |
| 14 | 2015 | Improved initialisation of model-based clustering using Gaussian hierarchical partitions. (2015). Raftery, Adrian ; Scrucca, Luca. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:447-460. Full description at Econpapers || Download paper | 5 |
| 15 | 2016 | Varying uncertainty in CUB models. (2016). Iannario, Maria ; Piccolo, Domenico ; Gottard, Anna. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:2:d:10.1007_s11634-016-0235-0. Full description at Econpapers || Download paper | 4 |
| 16 | 2018 | Eigenvalues and constraints in mixture modeling: geometric and computational issues. (2018). Greselin, Francesca ; Garcia-Escudero, Luis Angel ; Mayo-Iscar, Agustin ; Ingrassia, Salvatore ; Gordaliza, Alfonso. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:2:d:10.1007_s11634-017-0293-y. Full description at Econpapers || Download paper | 4 |
| 17 | 2015 | Modeling and forecasting interval time series with threshold models. (2015). Rodrigues, Paulo ; Salish, Nazarii. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:1:p:41-57. Full description at Econpapers || Download paper | 4 |
| 18 | 2016 | A mixture of generalized hyperbolic factor analyzers. (2016). Tortora, Cristina ; Browne, Ryan P ; McNicholas, Paul D. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:4:d:10.1007_s11634-015-0204-z. Full description at Econpapers || Download paper | 4 |
| 19 | 2017 | Multivariate and functional classification using depth and distance. (2017). Rousseeuw, Peter ; Segaert, Pieter ; Hubert, Mia. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:3:d:10.1007_s11634-016-0269-3. Full description at Econpapers || Download paper | 4 |
| 20 | 2017 | Disjoint factor analysis with cross-loadings. (2017). Vichi, Maurizio. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:3:d:10.1007_s11634-016-0263-9. Full description at Econpapers || Download paper | 4 |
| 21 | 2019 | From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering. (2019). Fruhwirth-Schnatter, Sylvia ; Malsiner-Walli, Gertraud. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:1:d:10.1007_s11634-018-0329-y. Full description at Econpapers || Download paper | 4 |
| 22 | 2014 | Simplicial band depth for multivariate functional data. (2014). Sun, Ying ; Lopez-Pintado, Sara ; Genton, Marc ; Lin, Juan. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:3:p:321-338. Full description at Econpapers || Download paper | 4 |
| 23 | 2015 | Latent drop-out based transitions in linear quantile hidden Markov models for longitudinal responses with attrition. (2015). Alfo, Marco ; Marino, Maria. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:483-502. Full description at Econpapers || Download paper | 3 |
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| 26 | 2014 | Robust clustering around regression lines with high density regions. (2014). Perrotta, Domenico ; Cerioli, Andrea. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:1:p:5-26. Full description at Econpapers || Download paper | 3 |
| 27 | 2013 | A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models. (2013). Vermunt, Jeroen ; Kollenburg, Geert ; Oberski, Daniel . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:7:y:2013:i:3:p:267-279. Full description at Econpapers || Download paper | 3 |
| 28 | 2016 | Power analysis for the bootstrap likelihood ratio test for the number of classes in latent class models. (2016). Gudicha, Dereje W ; Tekle, Fetene B ; Vermunt, Jeroen K. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:10:y:2016:i:2:d:10.1007_s11634-016-0251-0. Full description at Econpapers || Download paper | 3 |
| 29 | 2009 | New robust dynamic plots for regression mixture detection. (2009). Riani, Marco ; Torti, Francesca ; Perrotta, Domenico. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:3:y:2009:i:3:p:263-279. Full description at Econpapers || Download paper | 3 |
| 30 | 2015 | Simulating mixtures of multivariate data with fixed cluster overlap in FSDA library. (2015). Riani, Marco ; Perrotta, Domenico ; Cerioli, Andrea ; Torti, Francesca. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:461-481. Full description at Econpapers || Download paper | 3 |
| 31 | 2019 | A two-stage sparse logistic regression for optimal gene selection in high-dimensional microarray data classification. (2019). Algamal, Zakariya Yahya ; Lee, Muhammad Hisyam. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:3:d:10.1007_s11634-018-0334-1. Full description at Econpapers || Download paper | 3 |
| 32 | 2014 | Variational Bayes approximations for clustering via mixtures of normal inverse Gaussian distributions. (2014). Subedi, Sanjeena ; McNicholas, Paul . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:8:y:2014:i:2:p:167-193. Full description at Econpapers || Download paper | 3 |
| 33 | 2019 | Finite mixture of regression models for censored data based on scale mixtures of normal distributions. (2019). Zeller, Camila Borelli ; Benites, Luis ; Lachos, Victor Hugo ; Barbosa, Celso Romulo . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:1:d:10.1007_s11634-018-0337-y. Full description at Econpapers || Download paper | 3 |
| 34 | 2015 | Robust model-based clustering via mixtures of skew-t distributions with missing information. (2015). Wang, Wan-Lun. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:4:p:423-445. Full description at Econpapers || Download paper | 3 |
| 35 | 2012 | Analyzing multiset data by the Power STATIS-ACT method. (2012). Dosse, Mohammed Bennani ; Benasseni, Jacques . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:1:p:49-65. Full description at Econpapers || Download paper | 3 |
| 36 | 2019 | Assessing trimming methodologies for clustering linear regression data. (2019). Riani, Marco ; Cerioli, Andrea ; Perrotta, Domenico ; Torti, Francesca. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:1:d:10.1007_s11634-018-0331-4. Full description at Econpapers || Download paper | 3 |
| 37 | 2020 | Gaussian parsimonious clustering models with covariates and a noise component. (2020). Murphy, Keefe. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:14:y:2020:i:2:d:10.1007_s11634-019-00373-8. Full description at Econpapers || Download paper | 3 |
| 38 | 2015 | Financial clustering in presence of dominant markets. (2015). Otranto, Edoardo ; Gargano, Romana. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:9:y:2015:i:3:p:315-339. Full description at Econpapers || Download paper | 2 |
| 39 | 2017 | Constrained clustering with a complex cluster structure. (2017). Mieja, Marek ; Wiercioch, Magdalena . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:3:d:10.1007_s11634-016-0254-x. Full description at Econpapers || Download paper | 2 |
| 40 | 2019 | Greedy Gaussian segmentation of multivariate time series. (2019). Hallac, David ; Boyd, Stephen ; Nystrup, Peter. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:3:d:10.1007_s11634-018-0335-0. Full description at Econpapers || Download paper | 2 |
| 41 | 2019 | Finite mixtures, projection pursuit and tensor rank: a triangulation. (2019). Loperfido, Nicola. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:1:d:10.1007_s11634-018-0336-z. Full description at Econpapers || Download paper | 2 |
| 42 | 2012 | A note on consistency improvements of AHP paired comparison data. (2012). Gaul, Wolfgang ; Gastes, Dominic. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:6:y:2012:i:4:p:289-302. Full description at Econpapers || Download paper | 2 |
| 43 | 2019 | Finite mixture-of-gamma distributions: estimation, inference, and model-based clustering. (2019). Young, Derek S ; Nilo-Poyanco, Ricardo ; Hewage, Dilrukshi C ; Chen, XI. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:4:d:10.1007_s11634-019-00361-y. Full description at Econpapers || Download paper | 2 |
| 44 | 2021 | Mixtures of factor analyzers with scale mixtures of fundamental skew normal distributions. (2021). Lee, Sharon X ; McLachlan, Geoffrey J ; Tsung-I Lin, . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:15:y:2021:i:2:d:10.1007_s11634-020-00420-9. Full description at Econpapers || Download paper | 2 |
| 45 | 2011 | Multiple imputation in principal component analysis. (2011). Josse, Julie ; Pages, Jerome ; Husson, Franois. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:5:y:2011:i:3:p:231-246. Full description at Econpapers || Download paper | 2 |
| 46 | 2019 | Directional co-clustering. (2019). Salah, Aghiles ; Nadif, Mohamed. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:3:d:10.1007_s11634-018-0323-4. Full description at Econpapers || Download paper | 2 |
| 47 | 2019 | Bayesian shrinkage in mixture-of-experts models: identifying robust determinants of class membership. (2019). Zens, Gregor. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:13:y:2019:i:4:d:10.1007_s11634-019-00353-y. Full description at Econpapers || Download paper | 2 |
| 48 | 2018 | D-trace estimation of a precision matrix using adaptive Lasso penalties. (2018). Avagyan, Vahe ; Nogales, Francisco J ; Alonso, Andres M. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:2:d:10.1007_s11634-016-0272-8. Full description at Econpapers || Download paper | 2 |
| 49 | 2010 | Inequalities between multi-rater kappas. (2010). Warrens, Matthijs . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:4:y:2010:i:4:p:271-286. Full description at Econpapers || Download paper | 2 |
| 50 | 2017 | Mixture models for ordinal responses to account for uncertainty of choice. (2017). Tutz, Gerhard ; Piccolo, Domenico ; Iannario, Maria ; Schneider, Micha . In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:11:y:2017:i:2:d:10.1007_s11634-016-0247-9. Full description at Econpapers || Download paper | 2 |
Citing documents used to
compute impact factor: 31
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| 2021 | Gamma Mixture Density Networks and their application to modelling insurance claim amounts. (2021). Wuthrich, Mario V ; Lindholm, Mathias ; Delong, Ukasz. In: Insurance: Mathematics and Economics. RePEc:eee:insuma:v:101:y:2021:i:pb:p:240-261. Full description at Econpapers || Download paper | |
| 2021 | Robust variable selection for model-based learning in presence of adulteration. (2021). Murphy, Thomas Brendan ; Greselin, Francesca ; Cappozzo, Andrea. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:158:y:2021:i:c:s0167947321000207. Full description at Econpapers || Download paper | |
| 2021 | Mixture of linear experts model for censored data: A novel approach with scale-mixture of normal distributions. (2021). Chen, Ding-Geng ; Naderi, Mehrdad ; Mirfarah, Elham. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:158:y:2021:i:c:s0167947321000165. Full description at Econpapers || Download paper | |
| 2021 | M-estimators and trimmed means: from Hilbert-valued to fuzzy set-valued data. (2021). Sinova, Beatriz ; Teran, Pedro ; van Aelst, Stefan. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:15:y:2021:i:2:d:10.1007_s11634-020-00402-x. Full description at Econpapers || Download paper | |
| 2021 | A Variational Approximations-DIC Rubric for Parameter Estimation and Mixture Model Selection Within a Family Setting. (2021). McNicholas, Paul D ; Subedi, Sanjeena. In: Journal of Classification. RePEc:spr:jclass:v:38:y:2021:i:1:d:10.1007_s00357-019-09351-3. Full description at Econpapers || Download paper | |
| 2021 | Consensus among preference rankings: a new weighted correlation coefficient for linear and weak orderings. (2021). Plaia, Antonella ; Sciandra, Mariangela ; Buscemi, Simona. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:15:y:2021:i:4:d:10.1007_s11634-021-00442-x. Full description at Econpapers || Download paper | |
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| 2021 | Adaptive sparse group LASSO in quantile regression. (2021). Mendez-Civieta, Alvaro ; Lillo, Rosa E ; Aguilera-Morillo, Carmen M. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:15:y:2021:i:3:d:10.1007_s11634-020-00413-8. Full description at Econpapers || Download paper | |
| 2021 | Ranking of author assessment parameters using Logistic Regression. (2021). Mustafa, Ghulam ; Usman, Muhammad ; Afzal, Muhammad Tanvir. In: Scientometrics. RePEc:spr:scient:v:126:y:2021:i:1:d:10.1007_s11192-020-03769-y. Full description at Econpapers || Download paper | |
| 2021 | On sparse ensemble methods: An application to short-term predictions of the evolution of COVID-19. (2021). Sillero-Denamiel, Remedios M ; Morales, Dolores Romero ; Ramirez-Cobo, Pepa ; Molero-Rio, Cristina ; Martin-Barragan, Belen ; Jimenez-Gamero, Dolores M ; Guerrero, Vanesa ; Carrizosa, Emilio ; Benitez-Pea, Sandra. In: European Journal of Operational Research. RePEc:eee:ejores:v:295:y:2021:i:2:p:648-663. Full description at Econpapers || Download paper | |
| 2021 | In the pursuit of sparseness: A new rank-preserving penalty for a finite mixture of factor analyzers. (2021). Browne, Ryan P ; Kim, Nam-Hwui. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:160:y:2021:i:c:s0167947321000785. Full description at Econpapers || Download paper | |
| 2021 | Efficient regularized spectral data embedding. (2021). Labiod, Lazhar ; Nadif, Mohamed. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:15:y:2021:i:1:d:10.1007_s11634-020-00386-8. Full description at Econpapers || Download paper | |
| 2021 | Recent advances in directional statistics. (2021). Garcia-Portugues, Eduardo ; Pewsey, Arthur. In: TEST: An Official Journal of the Spanish Society of Statistics and Operations Research. RePEc:spr:testjl:v:30:y:2021:i:1:d:10.1007_s11749-021-00759-x. Full description at Econpapers || Download paper | |
| 2021 | Sparse group fused lasso for model segmentation: a hybrid approach. (2021). Degras, David. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:15:y:2021:i:3:d:10.1007_s11634-020-00424-5. Full description at Econpapers || Download paper | |
| 2021 | Investment Decisions with Endogeneity: A Dirichlet Tree Analysis. (2021). Wagner, Ralf ; Samsami, Mahsa. In: JRFM. RePEc:gam:jjrfmx:v:14:y:2021:i:7:p:299-:d:586893. Full description at Econpapers || Download paper | |
| 2021 | Suspended Sediment Modeling Using a Heuristic Regression Method Hybridized with Kmeans Clustering. (2021). Heddam, Salim ; Parmar, Kulwinder Singh ; Adnan, Rana Muhammad ; Kisi, Ozgur ; Shahid, Shamsuddin. In: Sustainability. RePEc:gam:jsusta:v:13:y:2021:i:9:p:4648-:d:540939. Full description at Econpapers || Download paper | |
| 2021 | A convergent algorithm for bi-orthogonal nonnegative matrix tri-factorization. (2021). Mirzal, Andri. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:15:y:2021:i:4:d:10.1007_s11634-021-00447-6. Full description at Econpapers || Download paper | |
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| 2021 | On the classification of financial data with domain agnostic features. (2021). Caiado, Jorge ; Bastos, João. In: Working Papers REM. RePEc:ise:remwps:wp01852021. Full description at Econpapers || Download paper | |
| 2021 | Harmless label noise and informative soft-labels in supervised classification. (2021). McLachlan, Geoffrey J ; Ahfock, Daniel. In: Computational Statistics & Data Analysis. RePEc:eee:csdana:v:161:y:2021:i:c:s0167947321000876. Full description at Econpapers || Download paper | |
| 2021 | Clustering longitudinal life?course sequences using mixtures of exponential?distance models. (2021). Piccarreta, Raffaella ; Murphy, Brendan T ; Gormley, Claire I. In: Journal of the Royal Statistical Society Series A. RePEc:bla:jorssa:v:184:y:2021:i:4:p:1414-1451. Full description at Econpapers || Download paper | |
| 2021 | Modeling the duration and size of wildfires using joint mixture models. (2021). Dean, Charmaine B ; Taylor, Stephen W. In: Environmetrics. RePEc:wly:envmet:v:32:y:2021:i:6:n:e2685. Full description at Econpapers || Download paper | |
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| 2021 | Bayesian log-normal deconvolution for enhanced in silico microdissection of bulk gene expression data. (2021). Kim, Yongsoo ; Barbosa, Barbara Andrade ; Wiel, Mark A ; Garcia, Juan J ; Ylstra, Bauke ; Dijk, Frederike ; Verheij, Joanne ; Farina-Sarasqueta, Arantza ; Oh, Ji Won ; Asten, Saskia D. In: Nature Communications. RePEc:nat:natcom:v:12:y:2021:i:1:d:10.1038_s41467-021-26328-2. Full description at Econpapers || Download paper | |
| 2021 | An empirical comparison of two approaches for CDPCA in high-dimensional data. (2021). Vichi, Maurizio ; Macedo, Eloisa ; Freitas, Adelaide. In: Statistical Methods & Applications. RePEc:spr:stmapp:v:30:y:2021:i:3:d:10.1007_s10260-020-00546-2. Full description at Econpapers || Download paper | |
| 2021 | Mathematical optimization in classification and regression trees. (2021). Carrizosa, Emilio ; Morales, Dolores Romero ; Molero-Rio, Cristina. In: TOP: An Official Journal of the Spanish Society of Statistics and Operations Research. RePEc:spr:topjnl:v:29:y:2021:i:1:d:10.1007_s11750-021-00594-1. Full description at Econpapers || Download paper | |
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| 2021 | Bayesian sparse convex clustering via global-local shrinkage priors. (2021). Kawano, Shuichi ; Shimamura, Kaito. In: Computational Statistics. RePEc:spr:compst:v:36:y:2021:i:4:d:10.1007_s00180-021-01101-7. Full description at Econpapers || Download paper | |
| 2021 | Modeling the cryptocurrency return distribution via Laplace scale mixtures. (2021). Bagnato, Luca ; Punzo, Antonio. In: Physica A: Statistical Mechanics and its Applications. RePEc:eee:phsmap:v:563:y:2021:i:c:s0378437120307123. Full description at Econpapers || Download paper | |
| 2021 | Weighted likelihood latent class linear regression. (2021). Agostinelli, Claudio ; Lucadamo, Antonio ; Greco, Luca. In: Statistical Methods & Applications. RePEc:spr:stmapp:v:30:y:2021:i:2:d:10.1007_s10260-020-00540-8. Full description at Econpapers || Download paper | |
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Recent citations
Recent citations received in 2021
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| 2021 | A spatial AMH copula-based dissimilarity measure to cluster variables in panel data. (2021). Pappada, Roberta ; Menapace, Andrea ; Marta, F. In: BEMPS - Bozen Economics & Management Paper Series. RePEc:bzn:wpaper:bemps89. Full description at Econpapers || Download paper | |
| 2021 | . Full description at Econpapers || Download paper | |
| 2021 | Financial Knowledge, Confidence, and Sustainable Financial Behavior. (2021). Aristei, David ; Gallo, Manuela. In: Sustainability. RePEc:gam:jsusta:v:13:y:2021:i:19:p:10926-:d:648008. Full description at Econpapers || Download paper |
Recent citations received in 2020
| Year | Citing document | |
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| 2020 | Tightening big Ms in integer programming formulations for support vector machines with ramp loss. (2020). Rodriguez-Chia, Antonio M ; Martinez-Merino, Luisa I ; Baldomero-Naranjo, Marta. In: European Journal of Operational Research. RePEc:eee:ejores:v:286:y:2020:i:1:p:84-100. Full description at Econpapers || Download paper |
Recent citations received in 2019
| Year | Citing document | |
|---|---|---|
| 2019 | A Bivariate Index for Visually Measuring Marginal Inhomogeneity in Square Tables. (2019). Ando, Shuji. In: International Journal of Statistics and Probability. RePEc:ibn:ijspjl:v:8:y:2019:i:5:p:58. Full description at Econpapers || Download paper |
Recent citations received in 2018
| Year | Citing document | |
|---|---|---|
| 2018 | Eigenvalues and constraints in mixture modeling: geometric and computational issues. (2018). Greselin, Francesca ; Garcia-Escudero, Luis Angel ; Mayo-Iscar, Agustin ; Ingrassia, Salvatore ; Gordaliza, Alfonso. In: Advances in Data Analysis and Classification. RePEc:spr:advdac:v:12:y:2018:i:2:d:10.1007_s11634-017-0293-y. Full description at Econpapers || Download paper |
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