Edit Profile (opens in new tab) Templ, Matthias Co-Author Distance Author ID: templ.matthias Published as: Templ, Matthias; Templ, M. Documents Indexed: 18 Publications since 2010, including 1 Book Co-Authors: 18 Co-Authors with 17 Joint Publications 301 Co-Co-Authors all top 5 Co-Authors 1 single-authored 13 Hron, Karel 11 Filzmoser, Peter 3 Fačevicová, Kamila 3 Todorov, Valentin 2 Martín-Fernández, Josep Antoni 2 Palarea-Albaladejo, Javier 2 Tolosana-Delgado, Raimon 2 van den Boogaart, Karl Gerald 1 Alfons, Andreas 1 Chen, Jiajia 1 Egozcue, Juan José 1 Gussenbauer, J. 1 Hrůzová, Klára 1 Kraft, Stefan 1 Li, Shengjia 1 Menafoglio, Alessandra 1 Pawlowsky-Glahn, Vera 1 Zhang, Xiaoqin all top 5 Serials 5 Journal of Applied Statistics 3 Computational Statistics and Data Analysis 2 Scandinavian Journal of Statistics 2 Statistical Modelling 1 Metrika 1 Computational Statistics 1 Communications in Statistics. Theory and Methods 1 Statistical Methods and Applications 1 Mathematical Geosciences all top 5 Fields 18 Statistics (62-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Probability theory and stochastic processes (60-XX) 1 Numerical analysis (65-XX) 1 Computer science (68-XX) 1 Geophysics (86-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 16 Publications have been cited 116 times in 83 Documents Cited by ▼ Year ▼ Imputation of missing values for compositional data using classical and robust methods. Zbl 1284.62049Hron, K.; Templ, M.; Filzmoser, P. 23 2010 Model-based replacement of rounded zeros in compositional data: classical and robust approaches. Zbl 1255.62116Martín-Fernández, Josep Antoni; Hron, Karel; Templ, Matthias; Filzmoser, Peter; Palarea-Albaladejo, Javier 22 2012 Simplicial principal component analysis for density functions in Bayes spaces. Zbl 1468.62082Hron, K.; Menafoglio, A.; Templ, M.; Hruzová, K.; Filzmoser, P. 18 2016 Discriminant analysis for compositional data and robust parameter estimation. Zbl 1304.65033Filzmoser, Peter; Hron, Karel; Templ, Matthias 13 2012 Independence in contingency tables using simplicial geometry. Zbl 1327.62360Egozcue, Juan José; Pawlowsky-Glahn, Vera; Templ, Matthias; Hron, Karel 7 2015 Simulation of close-to-reality population data for household surveys with application to EU-SILC. Zbl 1237.91178Alfons, Andreas; Kraft, Stefan; Templ, Matthias; Filzmoser, Peter 6 2011 Bayesian-multiplicative treatment of count zeros in compositional data sets. Zbl 07258982Martín-Fernández, Josep-Antoni; Hron, Karel; Templ, Matthias; Filzmoser, Peter; Palarea-Albaladejo, Javier 6 2015 Exploratory tools for outlier detection in compositional data with structural zeros. Zbl 1516.62625Templ, M.; Hron, K.; Filzmoser, P. 5 2017 Classical and robust regression analysis with compositional data. Zbl 1472.86031van den Boogaart, K. G.; Filzmoser, P.; Hron, K.; Templ, M.; Tolosana-Delgado, R. 3 2021 Evaluation of robust outlier detection methods for zero-inflated complex data. Zbl 1521.62498Templ, M.; Gussenbauer, J.; Filzmoser, P. 3 2020 Compositional tables analysis in coordinates. Zbl 1373.62338Fačevicová, Kamila; Hron, Karel; Todorov, Valentin; Templ, Matthias 2 2016 Logratio approach to statistical analysis of \(2\times 2\) compositional tables. Zbl 1352.62029Fačevicová, K.; Hron, K.; Todorov, V.; Guo, D.; Templ, M. 2 2014 General approach to coordinate representation of compositional tables. Zbl 1408.62111Fačevicová, Kamila; Hron, Karel; Todorov, Valentin; Templ, Matthias 2 2018 Regression with compositional response having unobserved components or below detection limit values. Zbl 07258985Den Boogaart, Karl Gerald van; Tolosana-Delgado, Raimon; Templ, Matthias 2 2015 Statistical disclosure control for microdata. Methods and applications in R. Zbl 1437.62006Templ, Matthias 1 2017 Regression imputation with Q-mode clustering for rounded zero replacement in high-dimensional compositional data. Zbl 1516.62200Chen, Jiajia; Zhang, Xiaoqin; Hron, Karel; Templ, Matthias; Li, Shengjia 1 2018 Classical and robust regression analysis with compositional data. Zbl 1472.86031van den Boogaart, K. G.; Filzmoser, P.; Hron, K.; Templ, M.; Tolosana-Delgado, R. 3 2021 Evaluation of robust outlier detection methods for zero-inflated complex data. Zbl 1521.62498Templ, M.; Gussenbauer, J.; Filzmoser, P. 3 2020 General approach to coordinate representation of compositional tables. Zbl 1408.62111Fačevicová, Kamila; Hron, Karel; Todorov, Valentin; Templ, Matthias 2 2018 Regression imputation with Q-mode clustering for rounded zero replacement in high-dimensional compositional data. Zbl 1516.62200Chen, Jiajia; Zhang, Xiaoqin; Hron, Karel; Templ, Matthias; Li, Shengjia 1 2018 Exploratory tools for outlier detection in compositional data with structural zeros. Zbl 1516.62625Templ, M.; Hron, K.; Filzmoser, P. 5 2017 Statistical disclosure control for microdata. Methods and applications in R. Zbl 1437.62006Templ, Matthias 1 2017 Simplicial principal component analysis for density functions in Bayes spaces. Zbl 1468.62082Hron, K.; Menafoglio, A.; Templ, M.; Hruzová, K.; Filzmoser, P. 18 2016 Compositional tables analysis in coordinates. Zbl 1373.62338Fačevicová, Kamila; Hron, Karel; Todorov, Valentin; Templ, Matthias 2 2016 Independence in contingency tables using simplicial geometry. Zbl 1327.62360Egozcue, Juan José; Pawlowsky-Glahn, Vera; Templ, Matthias; Hron, Karel 7 2015 Bayesian-multiplicative treatment of count zeros in compositional data sets. Zbl 07258982Martín-Fernández, Josep-Antoni; Hron, Karel; Templ, Matthias; Filzmoser, Peter; Palarea-Albaladejo, Javier 6 2015 Regression with compositional response having unobserved components or below detection limit values. Zbl 07258985Den Boogaart, Karl Gerald van; Tolosana-Delgado, Raimon; Templ, Matthias 2 2015 Logratio approach to statistical analysis of \(2\times 2\) compositional tables. Zbl 1352.62029Fačevicová, K.; Hron, K.; Todorov, V.; Guo, D.; Templ, M. 2 2014 Model-based replacement of rounded zeros in compositional data: classical and robust approaches. Zbl 1255.62116Martín-Fernández, Josep Antoni; Hron, Karel; Templ, Matthias; Filzmoser, Peter; Palarea-Albaladejo, Javier 22 2012 Discriminant analysis for compositional data and robust parameter estimation. Zbl 1304.65033Filzmoser, Peter; Hron, Karel; Templ, Matthias 13 2012 Simulation of close-to-reality population data for household surveys with application to EU-SILC. Zbl 1237.91178Alfons, Andreas; Kraft, Stefan; Templ, Matthias; Filzmoser, Peter 6 2011 Imputation of missing values for compositional data using classical and robust methods. Zbl 1284.62049Hron, K.; Templ, M.; Filzmoser, P. 23 2010 all cited Publications top 5 cited Publications all top 5 Cited by 136 Authors 31 Hron, Karel 26 Filzmoser, Peter 13 Templ, Matthias 5 Fišerová, Eva 5 Palarea-Albaladejo, Javier 4 Egozcue, Juan José 4 Fačevicová, Kamila 4 Martín-Fernández, Josep Antoni 4 Menafoglio, Alessandra 4 Talská, Renáta 3 Chen, Jiajia 3 Machalová, Jitka 3 Pawlowsky-Glahn, Vera 3 Todorov, Valentin 3 Tsagris, Michail 3 Zhang, Xiaoqin 2 Alenazi, Abdulaziz 2 Alfons, Andreas 2 Coenders, Germà 2 Di Palma, M. A. 2 Genest, Christian 2 Jeon, Jeong Min 2 Li, Shengjia 2 Matys Grygar, Tomáš 2 Mert, Mehmet Can 2 Nordhausen, Klaus 2 Park, Byeong Uk 2 Petersen, Alexander M. 2 Punzo, Antonio 2 Stewart, Connie 2 Van Aelst, Stefan 2 Vantini, Simone 2 Wang, Huiwen 1 Aneiros-Pérez, Germán 1 Annoni, Paola 1 Bagnato, Luca 1 Bahaghighat, Mahdi 1 Băleanu, Dumitru I. 1 Barbiero, Alessandro 1 Batagelj, Vladimir 1 Beare, Brendan K. 1 Beraha, Mario 1 Bongiorno, Enea Giuseppe 1 Boonen, Tim J. 1 Cao, Ricardo 1 Croux, Christophe 1 Daniel, Carrie R. 1 de Caritat, Patrice 1 Di Marzio, Marco 1 Divani, Afshin A. 1 Donevska, Sandra 1 Engle, Mark 1 Estany, Joan 1 Faměra, Martin 1 Ferrari, Pier Alda 1 Ferrer-Rosell, Berta 1 Fischer, Gregor 1 Fontana, Matteo 1 Frahm, Gabriel 1 Fraiman, Ricardo 1 Gába, Aleš 1 Gallaugher, Michael P. B. 1 Gammerman, Alexander 1 Gardlo, Alžběta 1 Ghahroodi, Zahra Rezaei 1 Ghosh, Abhik 1 Goia, Aldo 1 Gregorich, Mariella 1 Guadagnini, Alberto 1 Guillen, Montserrat 1 Gussenbauer, J. 1 Han, Hyebin 1 Hoffman, Kristi L. 1 Hoshino, Nobuaki 1 Hrůzová, Klára 1 Hulliger, Beat 1 Jajarmi, Amin 1 Kejžar, Nataša 1 Korenjak-Černe, Simona 1 Koslovsky, Matthew D. 1 Kraft, Stefan 1 Lee, Youngkyung 1 Liu, Xi 1 Maldonado, Wilfredo L. 1 Mammen, Enno 1 Manzi, Giancarlo 1 McNicholas, Paul D. 1 Mishra, Aditya Mani 1 Mohammadi Zanjireh, Morteza 1 Müller, Christian L. 1 Müller, Hans-Georg 1 Mumic, Nermina 1 Nešlehová, Johanna G. 1 Nieto Roig, Juan Jose 1 Oja, Hannu 1 Olea, Ricardo A. 1 Paganoni, Anna Maria 1 Panzera, Agnese 1 Pegoraro, Matteo 1 Pini, Alessia ...and 36 more Authors all top 5 Cited in 37 Serials 11 Mathematical Geosciences 10 Journal of Applied Statistics 7 Computational Statistics and Data Analysis 7 Statistical Modelling 5 Journal of Multivariate Analysis 4 Statistical Methods and Applications 3 Communications in Statistics. Theory and Methods 2 The Annals of Statistics 2 Computational Statistics 2 Test 2 Statistical Papers 2 Advances in Data Analysis and Classification. ADAC 1 Metrika 1 Physica A 1 Scandinavian Journal of Statistics 1 Journal of Computational and Applied Mathematics 1 Insurance Mathematics & Economics 1 Statistics & Probability Letters 1 Statistics 1 Communications in Statistics. Simulation and Computation 1 Journal of Statistical Computation and Simulation 1 Bernoulli 1 Soft Computing 1 Lobachevskii Journal of Mathematics 1 Journal of Machine Learning Research (JMLR) 1 Hacettepe Journal of Mathematics and Statistics 1 Journal of the Korean Statistical Society 1 AStA. Advances in Statistical Analysis 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics 1 Acta Universitatis Sapientiae. Informatica 1 International Journal of Economic Theory 1 Journal of Computational and Graphical Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Chilean Journal of Statistics 1 Statistics and Computing 1 Japanese Journal of Statistics and Data Science all top 5 Cited in 11 Fields 72 Statistics (62-XX) 11 Geophysics (86-XX) 6 Probability theory and stochastic processes (60-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Numerical analysis (65-XX) 3 General and overarching topics; collections (00-XX) 3 Computer science (68-XX) 1 Real functions (26-XX) 1 Ordinary differential equations (34-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year