Edit Profile (opens in new tab) Vilar Fernandez, Juan Manuel Co-Author Distance Author ID: vilar-fernandez.juan-manuel Published as: Vilar-Fernández, Juan M.; Vilar Fernández, J. M.; Vilar-Fernández, J. M.; Vilar Fernández, Juan M.; Vilar Fernández, Juan Manuel; Vilar Fernandez, Juan Manuel; Vilar-Fernández, Juan Manuel; Vilar-Fernandez, Juan M.; Vilar Fernandez, J. M. more...less Documents Indexed: 37 Publications since 1987 Co-Authors: 10 Co-Authors with 33 Joint Publications 172 Co-Co-Authors all top 5 Co-Authors 4 single-authored 10 González-Manteiga, Wenceslao 8 Francisco-Fernandez, Mario 7 Vilar-Fernández, José A. 4 Quintela-Del-Río, Alejandro 3 Aneiros-Pérez, Germán 3 Cao, Ricardo 2 Cao Abad, Ricardo 2 Peláez Suárez, Rebeca 2 Pérez-González, Ana 1 Opsomer, Jean-Didier all top 5 Serials 6 Test 3 Trabajos de Estadistica 3 Computational Statistics 3 Communications in Statistics. Theory and Methods 3 Computational Statistics and Data Analysis 2 Annals of the Institute of Statistical Mathematics 2 Journal of Nonparametric Statistics 2 Qüestiió. Segona Època 2 Qüestiió 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 Communications in Statistics. Simulation and Computation 1 Statistical Papers 1 Statistical Inference for Stochastic Processes 1 REVSTAT 1 Journal of Forecasting Fields 36 Statistics (62-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Numerical analysis (65-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 29 Publications have been cited 154 times in 113 Documents Cited by ▼ Year ▼ Local polynomial regression estimation with correlated errors. Zbl 1008.62578 Francisco-Fernández, M.; Vilar-Fernández, J. M. 14 2001 Local polynomial estimation in partial linear regression models under dependence. Zbl 1452.62272 Aneiros-Pérez, G.; Vilar-Fernández, J. M. 12 2008 Plug-in bandwidth selector for local polynomial regression estimator with correlated errors. Zbl 1049.62040 Francisco-Fernández, Mario; Opsomer, Jean; Vilar-Fernández, Juan M. 12 2004 Recursive estimation of regression functions by local polynomial fitting. Zbl 0946.62047 Vilar-Fernández, J. A.; Vilar-Fernández, J. M. 11 1998 Asymptotic properties of local polynomial regression with missing data and correlated errors. Zbl 1294.62087 Pérez-González, A.; Vilar-Fernández, J. M.; González-Manteiga, W. 11 2009 Testing linear regression models using non-parametric regression estimators when errors are non-independent. Zbl 0900.62192 Gonzalez Manteiga, W.; Vilar Fernandez, J. M. 11 1995 Bootstrap tests for nonparametric comparison of regression curves with dependent errors. Zbl 1119.62033 Vilar-Fernández, J. M.; Vilar-Fernández, J. A.; González-Manteiga, W. 10 2007 Recursive local polynomial regression under dependence conditions. Zbl 0954.62056 Vilar-Fernández, Juan M.; Vilar-Fernández, José A. 10 2000 Bootstrap test of goodness of fit to a linear model when errors are correlated. Zbl 0870.62037 Vilar Fernández, J. M.; González Manteiga, W. 7 1996 A local cross-validation algorithm for dependent data. Zbl 0765.62047 Quintela del Río, Alejandro; Vilar Fernández, Juan M. 7 1992 Functional methods for time series prediction: a nonparametric approach. Zbl 1217.91138 Aneiros-Pérez, Germán; Cao, Ricardo; Vilar-Fernández, Juan M. 6 2011 Resampling for checking linear regression models via non-parametric regression estimation. Zbl 0967.62025 Vilar Fernández, J. M.; González Manteiga, W. 5 2000 Local polynomial regression smoothers with AR-error structure. Zbl 1037.62037 Vilar Fernández, Juan M.; Francisco Fernández, Mario 5 2002 Nonparametric estimation of the conditional variance function with correlated errors. Zbl 1106.62048 Vilar-Fernández, Juan M.; Francisco-Fernández, Mario 4 2006 Two tests for heterocedasticity in nonparametric regression. Zbl 1223.62063 Francisco-Fernández, Mario; Vilar-Fernández, Juan M. 3 2009 Bandwidth selection in nonparametric density estimation under dependence: a simulation study. Zbl 0942.62037 Cao, Ricardo; Quintela-del-Río, Alejandro; Vilar-Fernández, Juan M. 3 1993 Bootstrap of minimum distance estimators in regression with correlated disturbances. Zbl 1051.62040 Vilar-Fernández, Juan M.; Vilar-Fernández, José A. 3 2002 Bandwidth selection for the local polynomial estimator under dependence: a simulation study. Zbl 1088.62051 Francisco-Fernández, Mario; Vilar-Fernández, Juan M. 3 2005 Probability of default estimation in credit risk using a nonparametric approach. Zbl 1474.62371 Peláez Suárez, Rebeca; Cao Abad, Ricardo; Vilar Fernández, Juan M. 3 2021 Nonparametric forecasting in time series - a comparative study. Zbl 1113.62114 Vilar-Fernández, Juan M.; Cao, Ricardo 2 2007 Generalized minimum distance estimators of a linear model with correlated errors. Zbl 1051.62039 Vilar Fernández, J. M.; González Manteiga, W. 2 2001 Nonparametric estimation of significant functions from dependent data. Zbl 0731.62090 Vilar Fernández, J. M. 2 1989 Cross-validation techniques in density estimation under dependence conditions. (Técnicas de validación cruzada en la estimación de la densidad bajo condiciones de dependencia.) Zbl 1167.62397 Quintela, A.; Vilar Fernández, Juan Manuel 2 1991 A class of non-parametrically constructed parameter estimators for a stationary autoregressive model. Zbl 0638.62093 González Manteiga, Wenceslao; Vilar Fernández, J. M. 1 1987 Weighted local nonparametric regression with dependent errors: Study of real private residential fixed investment in the USA. Zbl 1139.62308 Francisco-Fernandez, Mario; Vilar-Fernandez, Juan M. 1 2004 On the uniform strong consistency of local polynomial regression under dependence conditions. Zbl 1028.62020 Francisco-Fernández, M.; Vilar-Fernández, J. M.; Vilar-Fernández, J. A. 1 2003 Nonparametric variance function estimation with missing data. Zbl 1185.62079 Pérez-González, A.; Vilar-Fernández, J. M.; González-Manteiga, W. 1 2010 A class of estimators for parameters of AR(1) processes obtained from previous nonparametric estimators. Zbl 0731.62139 González Manteiga, Wenceslao; Vilar Fernández, J. M. 1 1987 Prewhitening-based estimation in partial linear regression models: a comparative study. Zbl 1297.62083 Aneiros-Pérez, Germán; Vilar-Fernández, Juan Manuel 1 2009 Probability of default estimation in credit risk using a nonparametric approach. Zbl 1474.62371 Peláez Suárez, Rebeca; Cao Abad, Ricardo; Vilar Fernández, Juan M. 3 2021 Functional methods for time series prediction: a nonparametric approach. Zbl 1217.91138 Aneiros-Pérez, Germán; Cao, Ricardo; Vilar-Fernández, Juan M. 6 2011 Nonparametric variance function estimation with missing data. Zbl 1185.62079 Pérez-González, A.; Vilar-Fernández, J. M.; González-Manteiga, W. 1 2010 Asymptotic properties of local polynomial regression with missing data and correlated errors. Zbl 1294.62087 Pérez-González, A.; Vilar-Fernández, J. M.; González-Manteiga, W. 11 2009 Two tests for heterocedasticity in nonparametric regression. Zbl 1223.62063 Francisco-Fernández, Mario; Vilar-Fernández, Juan M. 3 2009 Prewhitening-based estimation in partial linear regression models: a comparative study. Zbl 1297.62083 Aneiros-Pérez, Germán; Vilar-Fernández, Juan Manuel 1 2009 Local polynomial estimation in partial linear regression models under dependence. Zbl 1452.62272 Aneiros-Pérez, G.; Vilar-Fernández, J. M. 12 2008 Bootstrap tests for nonparametric comparison of regression curves with dependent errors. Zbl 1119.62033 Vilar-Fernández, J. M.; Vilar-Fernández, J. A.; González-Manteiga, W. 10 2007 Nonparametric forecasting in time series - a comparative study. Zbl 1113.62114 Vilar-Fernández, Juan M.; Cao, Ricardo 2 2007 Nonparametric estimation of the conditional variance function with correlated errors. Zbl 1106.62048 Vilar-Fernández, Juan M.; Francisco-Fernández, Mario 4 2006 Bandwidth selection for the local polynomial estimator under dependence: a simulation study. Zbl 1088.62051 Francisco-Fernández, Mario; Vilar-Fernández, Juan M. 3 2005 Plug-in bandwidth selector for local polynomial regression estimator with correlated errors. Zbl 1049.62040 Francisco-Fernández, Mario; Opsomer, Jean; Vilar-Fernández, Juan M. 12 2004 Weighted local nonparametric regression with dependent errors: Study of real private residential fixed investment in the USA. Zbl 1139.62308 Francisco-Fernandez, Mario; Vilar-Fernandez, Juan M. 1 2004 On the uniform strong consistency of local polynomial regression under dependence conditions. Zbl 1028.62020 Francisco-Fernández, M.; Vilar-Fernández, J. M.; Vilar-Fernández, J. A. 1 2003 Local polynomial regression smoothers with AR-error structure. Zbl 1037.62037 Vilar Fernández, Juan M.; Francisco Fernández, Mario 5 2002 Bootstrap of minimum distance estimators in regression with correlated disturbances. Zbl 1051.62040 Vilar-Fernández, Juan M.; Vilar-Fernández, José A. 3 2002 Local polynomial regression estimation with correlated errors. Zbl 1008.62578 Francisco-Fernández, M.; Vilar-Fernández, J. M. 14 2001 Generalized minimum distance estimators of a linear model with correlated errors. Zbl 1051.62039 Vilar Fernández, J. M.; González Manteiga, W. 2 2001 Recursive local polynomial regression under dependence conditions. Zbl 0954.62056 Vilar-Fernández, Juan M.; Vilar-Fernández, José A. 10 2000 Resampling for checking linear regression models via non-parametric regression estimation. Zbl 0967.62025 Vilar Fernández, J. M.; González Manteiga, W. 5 2000 Recursive estimation of regression functions by local polynomial fitting. Zbl 0946.62047 Vilar-Fernández, J. A.; Vilar-Fernández, J. M. 11 1998 Bootstrap test of goodness of fit to a linear model when errors are correlated. Zbl 0870.62037 Vilar Fernández, J. M.; González Manteiga, W. 7 1996 Testing linear regression models using non-parametric regression estimators when errors are non-independent. Zbl 0900.62192 Gonzalez Manteiga, W.; Vilar Fernandez, J. M. 11 1995 Bandwidth selection in nonparametric density estimation under dependence: a simulation study. Zbl 0942.62037 Cao, Ricardo; Quintela-del-Río, Alejandro; Vilar-Fernández, Juan M. 3 1993 A local cross-validation algorithm for dependent data. Zbl 0765.62047 Quintela del Río, Alejandro; Vilar Fernández, Juan M. 7 1992 Cross-validation techniques in density estimation under dependence conditions. (Técnicas de validación cruzada en la estimación de la densidad bajo condiciones de dependencia.) Zbl 1167.62397 Quintela, A.; Vilar Fernández, Juan Manuel 2 1991 Nonparametric estimation of significant functions from dependent data. Zbl 0731.62090 Vilar Fernández, J. M. 2 1989 A class of non-parametrically constructed parameter estimators for a stationary autoregressive model. Zbl 0638.62093 González Manteiga, Wenceslao; Vilar Fernández, J. M. 1 1987 A class of estimators for parameters of AR(1) processes obtained from previous nonparametric estimators. Zbl 0731.62139 González Manteiga, Wenceslao; Vilar Fernández, J. M. 1 1987 all cited Publications top 5 cited Publications all top 5 Cited by 178 Authors 19 Vilar Fernandez, Juan Manuel 10 Francisco-Fernandez, Mario 8 Cao, Ricardo 7 González-Manteiga, Wenceslao 5 Quintela-Del-Río, Alejandro 5 Vilar, Juan Manuel 4 Crujeiras, Rosa María 4 Rachdi, Mustapha 4 Van Keilegom, Ingrid 4 Vilar-Fernández, José A. 3 Aneiros-Pérez, Germán 3 Dette, Holger 3 Meilán-Vila, Andrea 3 Park, Byeong Uk 3 Peláez Suárez, Rebeca 3 Vieu, Philippe 3 Vilar, José Antonio 3 You, Jinhong 2 Amiri, Aboubacar 2 Barbeito, Inés 2 Benhenni, Karim 2 Bercu, Bernard 2 Bouzebda, Salim 2 Capderou, Sami 2 Durrieu, Gilles 2 Feng, Yuanhua 2 Ferfache, Anouar Abdeldjaoued 2 Gel, Yulia R. 2 Hassan, Ali Hajj 2 Kim, Taeyoon 2 Laksaci, Ali 2 Lee, Youngkyung 2 Li, Xu 2 Lin, Jinguan 2 Louhichi, Sana 2 Lyubchich, Vyacheslav 2 Opsomer, Jean-Didier 2 Pérez-González, Ana 2 Shi, Jianhong 2 Slaoui, Yousri 2 Xiao, Juxia 1 Alawadhi, Fahimah A. 1 Ali, Haithem Taha Mohammed 1 Almanjahie, Ibrahim Mufrah 1 Arashi, Mohammad 1 Arboretti Giancristofaro, Rosa 1 Artiaga, Ramón 1 Attouch, Mohammed Kadi 1 Barrientos-Marín, Jorge 1 Benchiha, Abbassia 1 Beran, Jan 1 Biedermann, Stefanie 1 Boente, Graciela 1 Boumahdi, Mounir 1 Bücher, Axel 1 Chen, Lihong 1 Chen, Likai 1 Chen, Min 1 Chikr Elmezouar, Zouaoui 1 Colubi, Ana 1 Corain, Livio 1 Cui, Hengjian 1 Delicado, Pedro F. 1 Delsol, Laurent 1 Demongeot, Jacques 1 Dhar, Subhra Sankar 1 El Ghouch, Anouar 1 El-Shaarawi, Abdel H. 1 Elhattab, Issam 1 Elías, Antonio 1 Estévez-Pérez, Graciela 1 Fan, Guoliang 1 Fan, Yawen 1 Farmen, Mark 1 Fernández-Casal, Rubén 1 Ferraty, Frédéric 1 Ferreira, Guillermo P. 1 Fraiman, Ricardo 1 Fried, Roland 1 Fritz, Marlon 1 Giordano, Francesco 1 Girard, Didier A. 1 Goia, Aldo 1 Gonzáles Manteiga, Wenceslao 1 González-Rodríguez, Gil 1 Gries, Thomas 1 Han, Zhongcheng 1 Hao, Hongxia 1 He, Hua 1 Heiler, Siegfried 1 Herwartz, Helmut 1 Holst, Jan 1 Hu, Tao 1 Ibrahim, Firas 1 Jiang, Tian 1 Jimenez, Raúl Francisco 1 Jin, Sainan 1 Jing, Yang 1 Joensen, Alfred K. 1 Kaid, Zoulikha ...and 78 more Authors all top 5 Cited in 44 Serials 11 Computational Statistics and Data Analysis 11 Journal of Nonparametric Statistics 10 Journal of Multivariate Analysis 10 Test 9 Communications in Statistics. Theory and Methods 5 Journal of Statistical Planning and Inference 5 Computational Statistics 4 Journal of Statistical Computation and Simulation 3 Scandinavian Journal of Statistics 3 Annals of the Institute of Statistical Mathematics 3 Statistical Papers 2 The Canadian Journal of Statistics 2 Statistica Neerlandica 2 Statistics & Probability Letters 2 Statistics 2 Trabajos de Estadistica 1 Metrika 1 Physica A 1 Rocky Mountain Journal of Mathematics 1 The Annals of Statistics 1 Journal of the American Statistical Association 1 Journal of Classification 1 Acta Mathematicae Applicatae Sinica. English Series 1 Econometric Reviews 1 International Journal of Adaptive Control and Signal Processing 1 Communications in Statistics. Simulation and Computation 1 Statistica Sinica 1 Bernoulli 1 Journal of Applied Statistics 1 Statistical Inference for Stochastic Processes 1 Acta Mathematica Sinica. English Series 1 Methodology and Computing in Applied Probability 1 Quantitative Finance 1 Journal of Systems Science and Complexity 1 SORT. Statistics and Operations Research Transactions 1 Journal of Control Theory and Applications 1 Journal of Forecasting 1 Statistical Methodology 1 Journal of the Korean Statistical Society 1 Applications and Applied Mathematics 1 Journal of Statistical Theory and Practice 1 Advances in Mathematical Physics 1 Journal of Probability and Statistics 1 Environmetrics all top 5 Cited in 9 Fields 109 Statistics (62-XX) 11 Numerical analysis (65-XX) 5 Probability theory and stochastic processes (60-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Computer science (68-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Geophysics (86-XX) 1 Operations research, mathematical programming (90-XX) 1 Systems theory; control (93-XX) Citations by Year