create a website

Practical variable selection for generalized additive models. (2011). Wood, Simon N. ; Marra, Giampiero.
In: Computational Statistics & Data Analysis.
RePEc:eee:csdana:v:55:y:2011:i:7:p:2372-2387.

Full description at Econpapers || Download paper

Cited: 40

Citations received by this document

Cites: 44

References cited by this document

Cocites: 53

Documents which have cited the same bibliography

Coauthors: 0

Authors who have wrote about the same topic

Citations

Citations received by this document

  1. Technology, labour regulation, and nonparametric panel data modelling. (2025). Nosvelli, Mario ; Musolesi, Antonio.
    In: Empirical Economics.
    RePEc:spr:empeco:v:68:y:2025:i:4:d:10.1007_s00181-024-02681-1.

    Full description at Econpapers || Download paper

  2. Favorable stopover sites and fuel load dynamics of spring bird migrants under a changing climate. (2025). Barboutis, Christos ; Kassara, Christina ; Bounas, Anastasios.
    In: Climatic Change.
    RePEc:spr:climat:v:178:y:2025:i:1:d:10.1007_s10584-024-03829-9.

    Full description at Econpapers || Download paper

  3. Variation in wood density across South American tropical forests. (2025). Ruokolainen, Kalle ; Cardoso, Domingos ; Gonzalez, Roy ; Cotta, Italo Antnio ; Coelho, Fernanda ; Vilanova, Emilio ; Gutierrez, Alexander Parada ; Marimon, Ben Hur ; Zuidema, Pieter A ; Duque, Alvaro ; Serrano, Julio ; Poorter, Lourens ; Negreiros, Daniel ; Berenguer, Erika ; Honorio, Eurdice N ; Talbot, Joey ; Roucoux, Katherine ; Costa, Flvia ; Kalamandeen, Michelle ; Dvila, Esteban Lvarez ; Comiskey, James A ; Villalobos, Jeanneth M ; Molina, Guido Pardo ; Martnez-Villa, Johanna Andrea ; Ishida, Francoise Yoko ; Rangel, Cristabel Durn ; Silman, Miles ; Candida, Nayane Cristina ; Lima, Adriano Nogueira ; Barroso, Jorcely ; Fernandes, Wilson G ; Thomas, Raquel ; Ryan, Casey M ; Valverde, Fernando Cornejo ; Joly, Carlos A ; Lewis, Simon L ; Ferreira, Joice ; Villela, Dora M ; Pedra, Karla Maria ; Reis, Simone Matias ; Laurance, William F ; Elias, Fernando ; Silva, Richarlly C ; Ramrez-Angulo, Hirma ; Vargas, Percy Nez ; Barlow, Jos ; Carniello, Maria Antonia ; Toledo, Marisol ; Revilla, Norma Salinas ; Lola, Antonio Carlos ; Iguatemy, Mariana ; Lopez-Gonzalez, Gabriela ; Killeen, Timothy ; Viscarra, Laura Jessica ; Pea-Claros, Marielos ; Metzker, Thiago ; Levesley, Aurora ; Esquivel-Muelbert, Adriane ; Rodriguez, Carlos Reynel ; Oliveira, Washington L ; Blundo, Cecilia ; Camargo, Jos Lus ; Terborgh, John ; Salomao, Rafael ; Medeiros, Marcelo Brilhante ; Huasco, Walter Huaraca ; Magnusson, William ; Almeida, Jarcilene ; Wortel, Verginia ; Francisco, Pablo Jos ; Milliken, William ; Palacios, Sonia Cesarina ; Farfan-Rios, William ; Rivas-Torres, Gonzalo ; Baccaro, Fabrcio ; Alves, Luciana F ; Cabral, George ; Steege, Hans ; Santos, Rubens M ; Pasquel, Jhon Aguila ; Malhi, Yadvinder ; Vos, Vincent A ; Pennington, Toby R ; Monteagudo-Mendoza, Abel ; Ribeiro, Sabina Cerruto ; Fauset, Sophie ; Silveira, Marcos ; Melo, Omar Aurelio ; Andrade, Ana ; Burban, Benoit ; Hout, Peter ; Sarkinen, Tiina ; Cabreara, Karina Garcia ; Klitgaard, Bente ; Malizia, Lucio ; Dexter, Kyle G ; Pickavance, Georgia C ; Moonlight, Peter ; Cavalheiro, Larissa ; Baker, Timothy R ; Simon, Marcelo F ; Rodrigues, Domingos Jesus ; Arroyo, Luzmila ; Aragao, Luiz ; Broggio, Igor S ; Trujillo, William ; Scabin, Andressa ; Gomes, Joao Carlos ; Klipel, Joice ; Galbraith, David ; Disney, Mat ; Pipoly, John ; Morandi, Paulo S ; Bonal, Damien ; Soto-Shareva, Yahn Carlos ; Sousa, Thaiane Rodrigues ; Arets, Eric ; Dan, Maurcio Lima ; Torres-Lezama, Armando ; Manzatto, Angelo Gilberto ; Phillips, Oliver L ; Esprito, Mrio M ; Bergamin, Rodrigo Scarton ; Moser, Pamela ; Castro, Wendeson ; Bongers, Frans ; Souza, Priscila ; Araujo-Murakami, Alejandro ; Herrera, Rafael ; Rjou-McHain, Maxime ; Bordin, Kauane Maiara ; Dores, Maria Das ; Marcelo, Jose Luis ; Domingues, Tomas F ; Schietti, Juliana ; Playfair, Maureen ; Mller, Sandra C ; Banki, Olaf ; Derroire, Graldine ; Baraloto, Christopher ; Hernndez, Lionel ; Moscoso, Victor Chama ; Chave, Jerme ; Vieira, Simone A ; Pallqui, Nadir C ; Zwerts, Joeri A ; Dourdain, Aurlie ; Meira, Milton Serpa ; Pontes-Lopes, Aline ; Nascimento, Marcelo ; Blanc, Lilian ; Feldpausch, Ted ; Sposito, Tereza.
    In: Nature Communications.
    RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-56175-4.

    Full description at Econpapers || Download paper

  4. Electric vehicle adoption and planning: The increasing importance of the built environment. (2025). Nateghi, Roshanak ; Cai, Hua ; Genc, Utkuhan ; Hardaway, Kendrick.
    In: Journal of Transport Geography.
    RePEc:eee:jotrge:v:123:y:2025:i:c:s0966692325000067.

    Full description at Econpapers || Download paper

  5. Corporate carbon emissions and financial performance: A flexible copula-based model to address non-random sample selection. (2025). Zanin, Luca.
    In: Economics Letters.
    RePEc:eee:ecolet:v:247:y:2025:i:c:s0165176525000254.

    Full description at Econpapers || Download paper

  6. Spatial Confounding and Spatial+ for Nonlinear Covariate Effects. (2024). Augustin, Nicole H ; Dupont, Emiko.
    In: Journal of Agricultural, Biological and Environmental Statistics.
    RePEc:spr:jagbes:v:29:y:2024:i:3:d:10.1007_s13253-023-00586-7.

    Full description at Econpapers || Download paper

  7. Feature selection algorithms in generalized additive models under concurvity. (2024). Kovcs, Lszl.
    In: Computational Statistics.
    RePEc:spr:compst:v:39:y:2024:i:2:d:10.1007_s00180-022-01292-7.

    Full description at Econpapers || Download paper

  8. A digital Technology–Cultural resource strategy to drive innovation in cultural industries: A dynamic analysis based on machine learning. (2024). Huang, Yong ; Wang, Mingsheng.
    In: Technology in Society.
    RePEc:eee:teinso:v:77:y:2024:i:c:s0160791x24001386.

    Full description at Econpapers || Download paper

  9. Assessing the contribution of hydrologic and climatic factors on vegetation condition changes in semi-arid wetlands: An analysis for the Narran Lakes. (2024). Hamilton, Serena H ; Liu, Moyang ; Lerat, Julien ; Savage, Callum ; Jakeman, Anthony J.
    In: Ecological Modelling.
    RePEc:eee:ecomod:v:487:y:2024:i:c:s0304380023002983.

    Full description at Econpapers || Download paper

  10. Estimating Causal Effects with Double Machine Learning -- A Method Evaluation. (2024). Berens, Philipp ; Fuhr, Jonathan ; Papies, Dominik.
    In: Papers.
    RePEc:arx:papers:2403.14385.

    Full description at Econpapers || Download paper

  11. Estimating spatially disaggregated probability of severe COVID-19 and the impact of handwashing interventions : The case of Zimbabwe. (2023). Emi, Sophie Charlotte ; Milusheva, Sveta ; Joseph, George ; Mapako, Tonderai ; William, Hugh James ; Hoo, Yi Rong.
    In: Policy Research Working Paper Series.
    RePEc:wbk:wbrwps:10328.

    Full description at Econpapers || Download paper

  12. The Importance of Maintenance : Geospatial Analysis of Cholera Risk and Water and Sanitation Infrastructure in Harare, Zimbabwe. (2023). Milusheva, Sveta ; Hoo, Yi Rong ; Joseph, George ; William, Hugh James ; Emi, Sophie Charlotte ; Kashangura, Faith Maidei.
    In: Policy Research Working Paper Series.
    RePEc:wbk:wbrwps:10327.

    Full description at Econpapers || Download paper

  13. Trajectories of freshwater microbial genomics and greenhouse gas saturation upon glacial retreat. (2023). Valiente, Nicolas ; Fontaine, Laurent ; Wei, Jing ; Hessen, Dag O ; Eiler, Alexander ; Dorsch, Peter.
    In: Nature Communications.
    RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-38806-w.

    Full description at Econpapers || Download paper

  14. Bayes factor asymptotics for variable selection in the Gaussian process framework. (2022). Bhattacharya, Sourabh ; Mukhopadhyay, Minerva.
    In: Annals of the Institute of Statistical Mathematics.
    RePEc:spr:aistmt:v:74:y:2022:i:3:d:10.1007_s10463-021-00810-6.

    Full description at Econpapers || Download paper

  15. Cognability: An Ecological Theory of neighborhoods and cognitive aging. (2022). Judd, Suzanne ; Clarke, Philippa ; Esposito, Michael ; Langa, Kenneth M ; Finlay, Jessica.
    In: Social Science & Medicine.
    RePEc:eee:socmed:v:309:y:2022:i:c:s0277953622005263.

    Full description at Econpapers || Download paper

  16. Ultrahigh‐dimensional generalized additive model: Unified theory and methods. (2022). Maiti, Tapabrata ; Yang, Kaixu.
    In: Scandinavian Journal of Statistics.
    RePEc:bla:scjsta:v:49:y:2022:i:3:p:917-942.

    Full description at Econpapers || Download paper

  17. A Bayesian non‐linear state space copula model for air pollution in Beijing. (2022). Dalla Valle, Luciana ; Czado, Claudia ; Kreuzer, Alexander.
    In: Journal of the Royal Statistical Society Series C.
    RePEc:bla:jorssc:v:71:y:2022:i:3:p:613-638.

    Full description at Econpapers || Download paper

  18. Mapping ex ante risks of COVID‐19 in Indonesia using a Bayesian geostatistical model on airport network data. (2022). Kneib, Thomas ; Katos, Krisztina Kis ; Seufert, Jacqueline D ; Cisneros, Elias ; Weisser, Christoph ; Python, Andre.
    In: Journal of the Royal Statistical Society Series A.
    RePEc:bla:jorssa:v:185:y:2022:i:4:p:2121-2155.

    Full description at Econpapers || Download paper

  19. Varying-Coefficient Stochastic Differential Equations with Applications in Ecology. (2021). Michelot, Theo ; Glennie, Richard ; Thomas, Len ; Harris, Catriona.
    In: Journal of Agricultural, Biological and Environmental Statistics.
    RePEc:spr:jagbes:v:26:y:2021:i:3:d:10.1007_s13253-021-00450-6.

    Full description at Econpapers || Download paper

  20. Laplace approximations for fast Bayesian inference in generalized additive models based on P-splines. (2021). Lambert, Philippe ; Gressani, Oswaldo.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:154:y:2021:i:c:s0167947320301791.

    Full description at Econpapers || Download paper

  21. Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali. (2020). Winch, Peter John ; Gaudart, Jean ; Koita, Ousmane A ; Sagara, Issaka ; Sogoba, Nafomon ; Marker, Hannah Catherine ; Dolo, Mathias ; Ateba, Franois Freddy ; Febrero-Bande, Manuel ; Konate, Drissa ; Coulibaly, Mamadou D ; Krogtad, Donald J ; Diawara, Sory Ibrahim ; Toure, Mahamoudou ; Diarra, Ayouba ; Thiam, Sidibe Mbaye ; Diakite, Mahamadou ; Doumbia, Seydou ; Cissoko, Mady ; Sissako, Aliou ; Traore, Sekou Fantamady ; Sangare, Lansana ; Sacko, Aissata ; Samba, Seidina Aboubacar ; Shaffer, Jeffrey G.
    In: IJERPH.
    RePEc:gam:jijerp:v:17:y:2020:i:13:p:4698-:d:378275.

    Full description at Econpapers || Download paper

  22. The Laplace-P-spline methodology for fast approximate Bayesian inference in additive partial linear models. (2020). Lambert, Philippe ; Gressani, Oswaldo.
    In: LIDAM Discussion Papers ISBA.
    RePEc:aiz:louvad:2020020.

    Full description at Econpapers || Download paper

  23. Extending Bayesian back-calculation to estimate age and time specific HIV incidence. (2019). Gill, Noel O ; Plummer, Martyn T ; Brizzi, Francesco ; Angelis, Daniela ; Brown, Alison E ; Delpech, Valerie C ; Kirwan, Peter ; Birrell, Paul J.
    In: Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data.
    RePEc:spr:lifeda:v:25:y:2019:i:4:d:10.1007_s10985-019-09465-1.

    Full description at Econpapers || Download paper

  24. Does doing “good” always translate into doing “well”? An eco‐efficiency perspective. (2019). Tzeremes, Nickolaos ; Managi, Shunsuke ; Broadstock, David ; Matousek, Roman.
    In: Business Strategy and the Environment.
    RePEc:bla:bstrat:v:28:y:2019:i:6:p:1199-1217.

    Full description at Econpapers || Download paper

  25. What is behind homicide gender gaps in Mexico? A spatial semiparametric approach. (2018). Torres, Juan Armando.
    In: Ibero America Institute for Econ. Research (IAI) Discussion Papers.
    RePEc:got:iaidps:236.

    Full description at Econpapers || Download paper

  26. Combining acoustic and visual detections in habitat models of Dall’s porpoise. (2018). Yack, Tina ; Moore, Thomas J ; Redfern, Jessica V ; Barlow, Jay ; Becker, Elizabeth A ; Fleming, Alyson H.
    In: Ecological Modelling.
    RePEc:eee:ecomod:v:384:y:2018:i:c:p:198-208.

    Full description at Econpapers || Download paper

  27. Spline‐based nonparametric inference in general state‐switching models. (2018). Papastamatiou, Yannis P ; Leosbarajas, Vianey ; Adam, Timo ; Mews, Sina ; Langrock, Roland ; Miller, David L.
    In: Statistica Neerlandica.
    RePEc:bla:stanee:v:72:y:2018:i:3:p:179-200.

    Full description at Econpapers || Download paper

  28. Modeling temporal treatment effects with zero inflated semi-parametric regression models: the case of local development policies in France. (2017). Musolesi, Antonio ; Cardot, Herv.
    In: Working Papers.
    RePEc:udf:wpaper:2017036.

    Full description at Econpapers || Download paper

  29. Calorie intake and income in China: New evidence using semiparametric modelling with generalized additive models. (2017). THOMAS-AGNAN, Christine ; Trinh, Thi Huong ; Simioni, Michel.
    In: TSE Working Papers.
    RePEc:tse:wpaper:31804.

    Full description at Econpapers || Download paper

  30. Modeling temporal treatment effects with zero inflated semi-parametric regression models: the case of local development policies in France. (2017). Musolesi, Antonio ; Cardot, Herve.
    In: SEEDS Working Papers.
    RePEc:srt:wpaper:0317.

    Full description at Econpapers || Download paper

  31. Wildfire occurrence patterns in ecoregions of New South Wales and Australian Capital Territory, Australia. (2017). Zhang, Yang ; Lim, Samsung ; Sharples, Jason John .
    In: Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards.
    RePEc:spr:nathaz:v:87:y:2017:i:1:d:10.1007_s11069-017-2770-1.

    Full description at Econpapers || Download paper

  32. Non-linear models for extremal dependence. (2017). Chavez-Demoulin, Valerie ; Naveau, Philippe ; Mhalla, Linda.
    In: Journal of Multivariate Analysis.
    RePEc:eee:jmvana:v:159:y:2017:i:c:p:49-66.

    Full description at Econpapers || Download paper

  33. Smoothing Parameter and Model Selection for General Smooth Models. (2016). Wood, Simon N ; Pya, Natalya ; Safken, Benjamin.
    In: Journal of the American Statistical Association.
    RePEc:taf:jnlasa:v:111:y:2016:i:516:p:1548-1563.

    Full description at Econpapers || Download paper

  34. Additive model selection. (2016). Amato, Umberto ; de Feis, Italia ; Antoniadis, Anestis.
    In: Statistical Methods & Applications.
    RePEc:spr:stmapp:v:25:y:2016:i:4:d:10.1007_s10260-016-0357-8.

    Full description at Econpapers || Download paper

  35. Spatial Models of Abundance and Habitat Preferences of Commerson’s and Peale’s Dolphin in Southern Patagonian Waters. (2016). Miller, David L ; Scioscia, Gabriela ; Rey, Andrea Raya ; Pierce, Graham J ; Dellabianca, Natalia A ; Natalie, R ; Paso, Natalia M ; Torres, Mnica A.
    In: PLOS ONE.
    RePEc:plo:pone00:0163441.

    Full description at Econpapers || Download paper

  36. Fast Bayesian model assessment for nonparametric additive regression. (2014). Ghosal, Subhashis ; Banerjee, Sayantan ; Curtis, McKay S..
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:71:y:2014:i:c:p:347-358.

    Full description at Econpapers || Download paper

  37. Penalized likelihood and Bayesian function selection in regression models. (2013). Kneib, Thomas ; Fahrmeir, Ludwig ; Scheipl, Fabian.
    In: AStA Advances in Statistical Analysis.
    RePEc:spr:alstar:v:97:y:2013:i:4:p:349-385.

    Full description at Econpapers || Download paper

  38. Variable selection in high-dimensional partially linear additive models for composite quantile regression. (2013). Tian, Maozai ; Tang, Manlai ; Zhu, Kai ; Guo, Jie.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:65:y:2013:i:c:p:56-67.

    Full description at Econpapers || Download paper

  39. Bond pricing with a surface of zero coupon yields. (2013). Murik, Vijay A..
    In: Accounting and Finance.
    RePEc:bla:acctfi:v:53:y:2013:i:2:p:497-512.

    Full description at Econpapers || Download paper

  40. Modified versions of the Bayesian Information Criterion for sparse Generalized Linear Models. (2011). Zak-Szatkowska, Malgorzata ; Bogdan, Malgorzata.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:55:y:2011:i:11:p:2908-2924.

    Full description at Econpapers || Download paper

References

References cited by this document

  1. Avalos, M. ; Grandvalet, Y. ; Ambroise, C. Parsimonious additive models. 2007 Computational Statistics and Data Analysis. 51 2851-2870

  2. Bühlmann, P. ; Hothorn, T. Twin boosting: improved feature selection and prediction. 2010 Statistics and Computing. 20 119-138
    Paper not yet in RePEc: Add citation now
  3. Bühlmann, P. ; Yu, B. Boosting with the L2 loss: regression and classification. 2003 Journal of the American Statistical Association. 98 324-339

  4. Belitz, C. ; Lang, S. Simultaneous selection of variables and smoothing parameters in structured additive regression models. 2008 Computational Statistics and Data Analysis. 51 6044-6059

  5. Binder, H. ; Tutz, G. A comparison of methods for the fitting of generalized additive models. 2008 Statistics and Computing. 18 87-99
    Paper not yet in RePEc: Add citation now
  6. Breiman, L. Better subset regression using the nonnegative garrote. 1995 Technometrics. 37 373-384
    Paper not yet in RePEc: Add citation now
  7. Cantoni, E. ; Flemming, J. ; Ronchetti, E. Variable selection in additive models by nonnegative garrote. 2011 Statistical Modelling. 11 165-180
    Paper not yet in RePEc: Add citation now
  8. Cantoni, E. ; Hastie, T. Degrees of freedom tests for smoothing splines. 2002 Biometrika. 89 251-263

  9. Chib, S. ; Greenberg, E. Semiparametric modeling and estimation of instrumental variable models. 2007 Journal of Computational and Graphical Statistics. 16 86-114
    Paper not yet in RePEc: Add citation now
  10. Daye, Z.J. ; Jeng, X.J. Shrinkage and model selection with correlated variables via weighted fusion. 2009 Computational Statistics and Data Analysis. 53 1284-1298

  11. Efron, B. ; Hastie, T. ; Johnstone, I. ; Tibshirani, R. Least angle regression. 2004 The Annals of Statistics. 32 407-451
    Paper not yet in RePEc: Add citation now
  12. Gentle, J.E. Random Number Generation and Monte Carlo Methods. 2003 Springer-Verlag:
    Paper not yet in RePEc: Add citation now
  13. Greven, S., Kneib, T., 2009. On the behavior of marginal and conditional Akaike information criteria in linear mixed models. Johns Hopkins University, Department of Biostatistics Working Papers. Paper 179.
    Paper not yet in RePEc: Add citation now
  14. Guisan, A. ; Edwards, T.C. ; Hastie, T. Generalized linear and generalized additive models in studies of species distributions: setting the scene. 2002 Ecological Modelling. 157 89-100
    Paper not yet in RePEc: Add citation now
  15. Härdle, W. ; Hall, P. ; Marron, J.S. How far are automatically chosen regression smoothing parameters from their optimum?. 1988 Journal of the American Statistical Association. 83 86-95
    Paper not yet in RePEc: Add citation now
  16. Hastie, T. ; Tibshirani, R. Generalized Additive Models. 1990 Chapman & Hall: London
    Paper not yet in RePEc: Add citation now
  17. Hesterberg, T. ; Choi, N.H. ; Meier, L. ; Fraley, C. Least angle and l1 penalized regression: a review. 2008 Statistics Surveys. 2 61-93
    Paper not yet in RePEc: Add citation now
  18. Kauermann, G. ; Claeskens, G. ; Opsomer, J.D. Bootstrapping for penalized spline regression. 2009 Journal of Computational and Graphical Statistics. 18 126-146
    Paper not yet in RePEc: Add citation now
  19. Kauermann, G. ; Tutz, G. Testing generalized linear and semiparametric models against smooth alternatives. 2001 Journal of the Royal Statistical Society Series B. 63 147-166

  20. Kimeldorf, G. ; Wahba, G. A correspondence between Bayesian estimation of stochastic processes and smoothing by splines. 1970 Annals of Mathematical Statistics. 41 495-502
    Paper not yet in RePEc: Add citation now
  21. Lin, Y. ; Zhang, H.H. Component selection and smoothing in multivariate nonparametric regression. 2006 Annals of Statistics. 34 2272-2297
    Paper not yet in RePEc: Add citation now
  22. Marra, G. ; Radice, R. Penalised regression splines: theory and application to medical research. 2010 Statistical Methods in Medical Research. 19 107-125
    Paper not yet in RePEc: Add citation now
  23. McCullagh, P. ; Nelder, J.A. Generalized Linear Models. 1989 Chapman & Hall: London
    Paper not yet in RePEc: Add citation now
  24. Nierenberg, D.W. ; Stukel, T.A. ; Baron, J.A. ; Dain, B.J. ; Greenberg, E.R. The skin cancer prevention study group. Determinants of plasma levels of beta-carotene and retinol. 1989 American Journal of Epidemiology. 130 511-521
    Paper not yet in RePEc: Add citation now
  25. Nott, D.J. ; Leng, C. Bayesian projection approaches to variable selection in generalized linear models. 2010 Computational Statistics and Data Analysis. 54 3227-3241

  26. R Development Core Team, 2010. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN: 3-900051-07-0. URL: http://www.R-project.org.
    Paper not yet in RePEc: Add citation now
  27. Reiss, P.T. ; Ogden, R.T. Smoothing parameter selection for a class of semiparametric linear models. 2009 Journal of the Royal Statistical Society Series B. 71 505-524

  28. Scheipl, F. ; Greven, S. ; Kuchenhoff, H. Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models. 2008 Computational Statistics and Data Analysis. 52 3283-3299
    Paper not yet in RePEc: Add citation now
  29. Shafik, N. ; Tutz, G. Boosting nonlinear additive autoregressive time series. 2009 Computational Statistics and Data Analysis. 53 2453-2464

  30. Similä, T. ; Tikka, J. Input selection and shrinkage in multiresponse linear regression. 2007 Computational Statistics and Data Analysis. 52 406-422

  31. Tibshirani, R. Regression shrinkage and selection via the lasso. 1996 Journal of the Royal Statistical Society Series B. 58 267-288
    Paper not yet in RePEc: Add citation now
  32. Tutz, G. ; Binder, H. Boosting ridge regression. 2007 Computational Statistics and Data Analysis. 51 6044-6059

  33. Tutz, G. ; Binder, H. Generalized additive modeling with implicit variable selection by likelihood-based boosting. 2006 Biometrics. 62 961-971

  34. Wager, C. ; Vaida, F. ; Kauermann, G. Model selection for penalized spline smoothing using akaike information criteria. 2007 Australian and New Zealand Journal of Statistics. 49 173-190
    Paper not yet in RePEc: Add citation now
  35. Wahba, G. A comparison of GCV and GML for choosing the smoothing parameter in the generalized spline smoothing problem. 1985 The Annals of Statistics. 13 1378-1402
    Paper not yet in RePEc: Add citation now
  36. Wood, S.N. Fast stable direct fitting and smoothness selection for generalized additive models. 2008 Journal of the Royal Statistical Society Series B. 70 495-518

  37. Wood, S.N. Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models. 2011 Journal of the Royal Statistical Society Series B. 73 3-36

  38. Wood, S.N. Generalized Additive Models: An Introduction with R. 2006 Chapman & Hall: London
    Paper not yet in RePEc: Add citation now
  39. Wood, S.N. Thin plate regression splines. 2003 Journal of the Royal Statistical Society Series B. 65 95-114

  40. Xue, L. Consistent variable selection in additive models. 2009 Statistica Sinica. 19 1281-1296
    Paper not yet in RePEc: Add citation now
  41. Yuan, M. ; Lin, Y. Model selection and estimation in regression with grouped variables. 2006 Journal of the Royal Statistical Society Series B. 68 49-67

  42. Yuan, M., 2007. Nonnegative garrote component selection in functional anova models. In: Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics. Puerto Rico.
    Paper not yet in RePEc: Add citation now
  43. Zhang, H.H. ; Lin, Y. Component selection and smoothing for nonparametric regression in exponential families. 2006 Statistica Sinica. 16 1021-1041
    Paper not yet in RePEc: Add citation now
  44. Zou, H. The adaptive LASSO and its oracle properties. 2006 Journal of the American Statistical Association. 101 1418-1429

Cocites

Documents in RePEc which have cited the same bibliography

  1. Bank deposits and Google searches in a crisis economy: Bayesian non‐linear evidence for Greece (2009–2015). (2021). Tsionas, Mike ; Michaelides, Panayotis ; Konstantakis, Konstantinos ; Paraskeuopoulou, Despoina.
    In: International Journal of Finance & Economics.
    RePEc:wly:ijfiec:v:26:y:2021:i:4:p:5408-5424.

    Full description at Econpapers || Download paper

  2. BOOSTING: WHY YOU CAN USE THE HP FILTER. (2021). Shi, Zhentao ; Phillips, Peter.
    In: International Economic Review.
    RePEc:wly:iecrev:v:62:y:2021:i:2:p:521-570.

    Full description at Econpapers || Download paper

  3. Fiscal rules’ compliance and Social Welfare.. (2021). Baret, Kea.
    In: Working Papers of BETA.
    RePEc:ulp:sbbeta:2021-38.

    Full description at Econpapers || Download paper

  4. Improved Outcome Prediction Across Data Sources Through Robust Parameter Tuning. (2021). Hornung, Roman ; Ellenbach, Nicole ; Unger, Kristian ; Bischl, Bernd ; Boulesteix, Anne-Laure.
    In: Journal of Classification.
    RePEc:spr:jclass:v:38:y:2021:i:2:d:10.1007_s00357-020-09368-z.

    Full description at Econpapers || Download paper

  5. Boosting nonlinear predictability of macroeconomic time series. (2021). Virtanen, Timo ; Kauppi, Heikki.
    In: International Journal of Forecasting.
    RePEc:eee:intfor:v:37:y:2021:i:1:p:151-170.

    Full description at Econpapers || Download paper

  6. Robust boosting for regression problems. (2021). Ju, Xiaomeng ; Salibian-Barrera, Matias.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:153:y:2021:i:c:s0167947320301560.

    Full description at Econpapers || Download paper

  7. Boosting Tax Revenues with Mixed-Frequency Data in the Aftermath of Covid-19: The Case of New York. (2021). Lahiri, Kajal ; Yang, Cheng.
    In: CESifo Working Paper Series.
    RePEc:ces:ceswps:_9365.

    Full description at Econpapers || Download paper

  8. Why are some Chinese firms failing in the US capital markets? A machine learning approach. (2020). HASAN, IFTEKHAR ; Fu, Mengchuan ; Colak, Gonul.
    In: Pacific-Basin Finance Journal.
    RePEc:eee:pacfin:v:61:y:2020:i:c:s0927538x20300822.

    Full description at Econpapers || Download paper

  9. Grabit: Gradient tree-boosted Tobit models for default prediction. (2019). Sigrist, Fabio ; Hirnschall, Christoph.
    In: Journal of Banking & Finance.
    RePEc:eee:jbfina:v:102:y:2019:i:c:p:177-192.

    Full description at Econpapers || Download paper

  10. Nonparametric Variable Selection and Its Application to Additive Models. (2018). Lin, LU ; Zhu, Li-Xing ; Feng, Zheng-Hui.
    In: IRTG 1792 Discussion Papers.
    RePEc:zbw:irtgdp:2018002.

    Full description at Econpapers || Download paper

  11. Boosting conditional logit model. (2018). Shi, Haolun ; Yin, Guosheng.
    In: Journal of choice modelling.
    RePEc:eee:eejocm:v:26:y:2018:i:c:p:48-63.

    Full description at Econpapers || Download paper

  12. An integrated approach of data envelopment analysis and boosted generalized linear mixed models for efficiency assessment. (2017). Anouze, Abdel Latef ; Bou-Hamad, Imad ; Larocque, Denis.
    In: Annals of Operations Research.
    RePEc:spr:annopr:v:253:y:2017:i:1:d:10.1007_s10479-016-2348-4.

    Full description at Econpapers || Download paper

  13. Additive model selection. (2016). Amato, Umberto ; de Feis, Italia ; Antoniadis, Anestis.
    In: Statistical Methods & Applications.
    RePEc:spr:stmapp:v:25:y:2016:i:4:d:10.1007_s10260-016-0357-8.

    Full description at Econpapers || Download paper

  14. gamboostLSS: An R Package for Model Building and Variable Selection in the GAMLSS Framework. (2016). Schmid, Matthias ; Hofner, Benjamin ; Mayr, Andreas.
    In: Journal of Statistical Software.
    RePEc:jss:jstsof:v:074:i01.

    Full description at Econpapers || Download paper

  15. Day-ahead hourly electricity load modeling by functional regression. (2016). Feng, Yonghan ; Ryan, Sarah M.
    In: Applied Energy.
    RePEc:eee:appene:v:170:y:2016:i:c:p:455-465.

    Full description at Econpapers || Download paper

  16. ifo Konjunkturumfragen und Konjunkturanalyse: Band II. (2016). Nierhaus, Wolfgang ; Wollmershauser, Timo.
    In: ifo Forschungsberichte.
    RePEc:ces:ifofob:72.

    Full description at Econpapers || Download paper

  17. Causal inference by using invariant prediction: identification and confidence intervals. (2016). Buhlmann, Peter ; Meinshausen, Nicolai ; Peters, Jonas.
    In: Journal of the Royal Statistical Society Series B.
    RePEc:bla:jorssb:v:78:y:2016:i:5:p:947-1012.

    Full description at Econpapers || Download paper

  18. The role of component-wise boosting for regional economic forecasting. (2015). Wohlrabe, Klaus ; Lehmann, Robert.
    In: MPRA Paper.
    RePEc:pra:mprapa:68186.

    Full description at Econpapers || Download paper

  19. Looking into the Black Box of Boosting: The Case of Germany. (2015). Wohlrabe, Klaus ; Lehmann, Robert.
    In: MPRA Paper.
    RePEc:pra:mprapa:67608.

    Full description at Econpapers || Download paper

  20. Stock market volatility: Identifying major drivers and the nature of their impact. (2015). Mittnik, Stefan ; Robinzonov, Nikolay ; Spindler, Martin.
    In: Journal of Banking & Finance.
    RePEc:eee:jbfina:v:58:y:2015:i:c:p:1-14.

    Full description at Econpapers || Download paper

  21. Variable selection in general multinomial logit models. (2015). Ponecker, Wolfgang ; Uhlmann, Lorenz ; Tutz, Gerhard.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:82:y:2015:i:c:p:207-222.

    Full description at Econpapers || Download paper

  22. Looking into the Black Box of Boosting: The Case of Germany. (2015). Wohlrabe, Klaus ; Lehmann, Robert.
    In: CESifo Working Paper Series.
    RePEc:ces:ceswps:_5686.

    Full description at Econpapers || Download paper

  23. Forecasting Aggregates with Disaggregate Variables: Does boosting help to select the most informative predictors?. (2014). Zeng, Jing.
    In: VfS Annual Conference 2014 (Hamburg): Evidence-based Economic Policy.
    RePEc:zbw:vfsc14:100310.

    Full description at Econpapers || Download paper

  24. Boosting multi-step autoregressive forecasts. (2014). Hyndman, Rob ; Ben Taieb, Souhaib.
    In: Monash Econometrics and Business Statistics Working Papers.
    RePEc:msh:ebswps:2014-13.

    Full description at Econpapers || Download paper

  25. Forecasting Aggregates with Disaggregate Variables: Does Boosting Help to Select the Most Relevant Predictors?. (2014). Zeng, Jing.
    In: Working Paper Series of the Department of Economics, University of Konstanz.
    RePEc:knz:dpteco:1420.

    Full description at Econpapers || Download paper

  26. A gradient boosting approach to the Kaggle load forecasting competition. (2014). Hyndman, Rob ; Ben Taieb, Souhaib.
    In: International Journal of Forecasting.
    RePEc:eee:intfor:v:30:y:2014:i:2:p:382-394.

    Full description at Econpapers || Download paper

  27. Forecasting with approximate dynamic factor models: The role of non-pervasive shocks. (2014). Luciani, Matteo.
    In: International Journal of Forecasting.
    RePEc:eee:intfor:v:30:y:2014:i:1:p:20-29.

    Full description at Econpapers || Download paper

  28. Forecasting financial and macroeconomic variables using data reduction methods: New empirical evidence. (2014). Swanson, Norman ; Kim, Hyun Hak.
    In: Journal of Econometrics.
    RePEc:eee:econom:v:178:y:2014:i:p2:p:352-367.

    Full description at Econpapers || Download paper

  29. A boosting approach for adapting the sparsity of risk prediction signatures based on different molecular levels. (2014). Martin, Schumacher ; Murat, Sariyar ; Harald, Binder .
    In: Statistical Applications in Genetics and Molecular Biology.
    RePEc:bpj:sagmbi:v:13:y:2014:i:3:p:15:n:4.

    Full description at Econpapers || Download paper

  30. Penalized likelihood and Bayesian function selection in regression models. (2013). Kneib, Thomas ; Fahrmeir, Ludwig ; Scheipl, Fabian.
    In: AStA Advances in Statistical Analysis.
    RePEc:spr:alstar:v:97:y:2013:i:4:p:349-385.

    Full description at Econpapers || Download paper

  31. Multinomial logit models with implicit variable selection. (2013). Tutz, Gerhard ; Zahid, Faisal .
    In: Advances in Data Analysis and Classification.
    RePEc:spr:advdac:v:7:y:2013:i:4:p:393-416.

    Full description at Econpapers || Download paper

  32. Variable Selection in Predictive Regressions. (2013). Ng, Serena.
    In: Handbook of Economic Forecasting.
    RePEc:eee:ecofch:2-752.

    Full description at Econpapers || Download paper

  33. Forecasting with many predictors: Is boosting a viable alternative?. (2011). Wohlrabe, Klaus ; Buchen, Teresa.
    In: Economics Letters.
    RePEc:eee:ecolet:v:113:y:2011:i:1:p:16-18.

    Full description at Econpapers || Download paper

  34. Practical variable selection for generalized additive models. (2011). Wood, Simon N. ; Marra, Giampiero.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:55:y:2011:i:7:p:2372-2387.

    Full description at Econpapers || Download paper

  35. Boosting local quasi-likelihood estimators. (2010). Ueki, Masao ; Fueda, Kaoru .
    In: Annals of the Institute of Statistical Mathematics.
    RePEc:spr:aistmt:v:62:y:2010:i:2:p:235-248.

    Full description at Econpapers || Download paper

  36. Early stopping in L2Boosting. (2010). Huang, Yufen ; Chang, Yuan-Chin Ivan.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:54:y:2010:i:10:p:2203-2213.

    Full description at Econpapers || Download paper

  37. Buckley-James Boosting for Survival Analysis with High-Dimensional Biomarker Data. (2010). Wang, Zhu.
    In: Statistical Applications in Genetics and Molecular Biology.
    RePEc:bpj:sagmbi:v:9:y:2010:i:1:n:24.

    Full description at Econpapers || Download paper

  38. Boosting diffusion indices. (2009). Ng, Serena ; Bai, Jushan.
    In: Journal of Applied Econometrics.
    RePEc:jae:japmet:v:24:y:2009:i:4:p:607-629.

    Full description at Econpapers || Download paper

  39. Boosting nonlinear additive autoregressive time series. (2009). Shafik, Nivien ; Tutz, Gerhard.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:53:y:2009:i:7:p:2453-2464.

    Full description at Econpapers || Download paper

  40. Shrinkage and model selection with correlated variables via weighted fusion. (2009). Daye, John Z. ; Jeng, Jessie X..
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:53:y:2009:i:4:p:1284-1298.

    Full description at Econpapers || Download paper

  41. IFOCAST: Methoden der ifo-Kurzfristprognose. (2009). Wohlrabe, Klaus ; Mayr, Johannes ; Henzel, Steffen ; Carstensen, Kai.
    In: ifo Schnelldienst.
    RePEc:ces:ifosdt:v:62:y:2009:i:23:p:15-28.

    Full description at Econpapers || Download paper

  42. Selecting Instrumental Variables in a Data Rich Environment. (2009). Ng, Serena ; Bai, Jushan.
    In: Journal of Time Series Econometrics.
    RePEc:bpj:jtsmet:v:1:y:2009:i:1:n:4.

    Full description at Econpapers || Download paper

  43. Boosting additive models using component-wise P-Splines. (2008). Hothorn, Torsten ; Schmid, Matthias.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:53:y:2008:i:2:p:298-311.

    Full description at Econpapers || Download paper

  44. Adapting Prediction Error Estimates for Biased Complexity Selection in High-Dimensional Bootstrap Samples. (2008). Schumacher, Martin ; Binder, Harald.
    In: Statistical Applications in Genetics and Molecular Biology.
    RePEc:bpj:sagmbi:v:7:y:2008:i:1:n:12.

    Full description at Econpapers || Download paper

  45. Convergence rates of general regularization methods for statistical inverse problems and applications. (2007). Ruymgaart, F. ; Munk, Axel ; Hohage, T. ; Bissantz, Nicolai.
    In: Technical Reports.
    RePEc:zbw:sfb475:200704.

    Full description at Econpapers || Download paper

  46. Accurate Short-Term Yield Curve Forecasting using Functional Gradient Descent. (2007). Trojani, Fabio ; Audrino, Francesco.
    In: University of St. Gallen Department of Economics working paper series 2007.
    RePEc:usg:dp2007:2007-24.

    Full description at Econpapers || Download paper

  47. A stochastic approximation view of boosting. (2007). Chang, Yuan-Chin Ivan ; Tsao, Andy C..
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:52:y:2007:i:1:p:325-334.

    Full description at Econpapers || Download paper

  48. Knot selection by boosting techniques. (2007). Tutz, Gerhard ; Leitenstorfer, Florian.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:51:y:2007:i:9:p:4605-4621.

    Full description at Econpapers || Download paper

  49. Boosting ridge regression. (2007). Binder, Harald ; Tutz, Gerhard.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:51:y:2007:i:12:p:6044-6059.

    Full description at Econpapers || Download paper

  50. Response shrinkage estimators in binary regression. (2006). Tutz, Gerhard ; Leitenstorfer, Florian.
    In: Computational Statistics & Data Analysis.
    RePEc:eee:csdana:v:50:y:2006:i:10:p:2878-2901.

    Full description at Econpapers || Download paper

  51. Accurate Yield Curve Scenarios Generation using Functional Gradient Descent. (2005). Trojani, Fabio ; Audrino, Francesco.
    In: Computing in Economics and Finance 2005.
    RePEc:sce:scecf5:14.

    Full description at Econpapers || Download paper

  52. A note on margin-based loss functions in classification. (2004). Lin, YI.
    In: Statistics & Probability Letters.
    RePEc:eee:stapro:v:68:y:2004:i:1:p:73-82.

    Full description at Econpapers || Download paper

  53. Too much cocited documents. This list is not complete

Coauthors

Authors registered in RePEc who have wrote about the same topic

Report date: 2025-10-05 21:54:32 || Missing content? Let us know

CitEc is a RePEc service, providing citation data for Economics since 2001. Last updated August, 3 2024. Contact: Jose Manuel Barrueco.