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Smoothing Parameter and Model Selection for General Smooth Models

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Cited by:

  1. Jie Min & Yili Hong & Caleb B. King & William Q. Meeker, 2022. "Reliability analysis of artificial intelligence systems using recurrent events data from autonomous vehicles," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 71(4), pages 987-1013, August.
  2. Stephan Kambach & Francesco Maria Sabatini & Fabio Attorre & Idoia Biurrun & Gerhard Boenisch & Gianmaria Bonari & Andraž Čarni & Maria Laura Carranza & Alessandro Chiarucci & Milan Chytrý & Jürgen De, 2023. "Climate-trait relationships exhibit strong habitat specificity in plant communities across Europe," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
  3. Georgios Gioldasis & Antonio Musolesi & Michel Simioni, 2020. "Model uncertainty, nonlinearities and out-of-sample comparison: evidence from international technology diffusion," Working Papers hal-02790523, HAL.
  4. Roel Verbelen & Katrien Antonio & Gerda Claeskens, 2018. "Unravelling the predictive power of telematics data in car insurance pricing," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 67(5), pages 1275-1304, November.
  5. Amara-Ouali, Yvenn & Fasiolo, Matteo & Goude, Yannig & Yan, Hui, 2023. "Daily peak electrical load forecasting with a multi-resolution approach," International Journal of Forecasting, Elsevier, vol. 39(3), pages 1272-1286.
  6. Hervé Cardot & Antonio Musolesi, 2017. "Modeling temporal treatment effects with zero inflated semi-parametric regression models: the case of local development policies in France," SEEDS Working Papers 0317, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Aug 2017.
  7. Frank van Berkum & Katrien Antonio & Michel Vellekoop, 2021. "Quantifying longevity gaps using micro‐level lifetime data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(2), pages 548-570, April.
  8. Massimiliano Mazzanti & Antonio Musolesi, 2020. "Modeling Green Knowledge Production and Environmental Policies with Semiparametric Panel Data Regression models," SEEDS Working Papers 1420, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Sep 2020.
  9. Chenyin Gao & Katherine Jenny Thompson & Jae Kwang Kim & Shu Yang, 2022. "Nearest neighbour ratio imputation with incomplete multinomial outcome in survey sampling," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(4), pages 1903-1930, October.
  10. Øystein Sørensen & Anders M. Fjell & Kristine B. Walhovd, 2023. "Longitudinal Modeling of Age-Dependent Latent Traits with Generalized Additive Latent and Mixed Models," Psychometrika, Springer;The Psychometric Society, vol. 88(2), pages 456-486, June.
  11. Andrew Leroux & Junrui Di & Ekaterina Smirnova & Elizabeth J Mcguffey & Quy Cao & Elham Bayatmokhtari & Lucia Tabacu & Vadim Zipunnikov & Jacek K Urbanek & Ciprian Crainiceanu, 2019. "Organizing and Analyzing the Activity Data in NHANES," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 11(2), pages 262-287, July.
  12. Simon N. Wood, 2020. "Inference and computation with generalized additive models and their extensions," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 29(2), pages 307-339, June.
  13. Georgios Gioldasis & Antonio Musolesi & Michel Simioni, 2021. "Interactive R&D Spillovers: an estimation strategy based on forecasting-driven model selection," Working Papers hal-03224910, HAL.
  14. Peter Pütz & Thomas Kneib, 2018. "A penalized spline estimator for fixed effects panel data models," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 102(2), pages 145-166, April.
  15. Xinyi Lu & Mevin B. Hooten & Andee Kaplan & Jamie N. Womble & Michael R. Bower, 2022. "Improving Wildlife Population Inference Using Aerial Imagery and Entity Resolution," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 27(2), pages 364-381, June.
  16. Ursula Laa & Dianne Cook, 2020. "Using tours to visually investigate properties of new projection pursuit indexes with application to problems in physics," Computational Statistics, Springer, vol. 35(3), pages 1171-1205, September.
  17. Valtiala, Juho & Niskanen, Olli & Torvinen, Mikael & Riekkinen, Kirsikka & Suokannas, Antti, 2023. "The relationship between agricultural land parcel size and cultivation costs," Land Use Policy, Elsevier, vol. 131(C).
  18. Yong Liu & Alan P. Ker, 2021. "Simultaneous borrowing of information across space and time for pricing insurance contracts: An application to rating crop insurance policies," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 88(1), pages 231-257, March.
  19. Stefano Cabras & J. D. Tena, 2023. "Implicit institutional incentives and individual decisions: Causal inference with deep learning models," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(6), pages 3739-3754, September.
  20. Simon N. Wood, 2020. "Rejoinder on: Inference and computation with Generalized Additive Models and their extensions," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 29(2), pages 354-358, June.
  21. Eliza Nichifor & Radu Constantin Lixăndroiu & Silvia Sumedrea & Ioana Bianca Chițu & Gabriel Brătucu, 2021. "How Can SMEs Become More Sustainable? Modelling the M-Commerce Consumer Behaviour with Contingent Free Shipping and Customer Journey’s Touchpoints Optimisation," Sustainability, MDPI, vol. 13(12), pages 1-27, June.
  22. Jean‐Sauveur Ay, 2021. "The Informational Content of Geographical Indications," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 523-542, March.
  23. Hervé Cardot & Antonio Musolesi, 2018. "Modeling temporal treatment effects with zero inflated semi-parametric regression models: the case of local development policies in France," SEEDS Working Papers 0718, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Mar 2018.
  24. Gioldasis, Georgios & Musolesi, Antonio & Simioni, Michel, 2023. "Interactive R&D spillovers: An estimation strategy based on forecasting-driven model selection," International Journal of Forecasting, Elsevier, vol. 39(1), pages 144-169.
  25. François Freddy Ateba & Issaka Sagara & Nafomon Sogoba & Mahamoudou Touré & Drissa Konaté & Sory Ibrahim Diawara & Séidina Aboubacar Samba Diakité & Ayouba Diarra & Mamadou D. Coulibaly & Mathias Dolo, 2020. "Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali," IJERPH, MDPI, vol. 17(13), pages 1-21, June.
  26. Hellmeier, Sebastian & Vüllers, Johannes, 2022. "Dynamics and determinants of right-wing populist mobilisation in Germany," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, issue Latest Ar, pages 1-1.
  27. Guido España & Yutong Yao & Kathryn B Anderson & Meagan C Fitzpatrick & David L Smith & Amy C Morrison & Annelies Wilder-Smith & Thomas W Scott & T Alex Perkins, 2019. "Model-based assessment of public health impact and cost-effectiveness of dengue vaccination following screening for prior exposure," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 13(7), pages 1-21, July.
  28. Kaiqiong Zhao & Karim Oualkacha & Lajmi Lakhal‐Chaieb & Aurélie Labbe & Kathleen Klein & Antonio Ciampi & Marie Hudson & Inés Colmegna & Tomi Pastinen & Tieyuan Zhang & Denise Daley & Celia M.T. Green, 2021. "A novel statistical method for modeling covariate effects in bisulfite sequencing derived measures of DNA methylation," Biometrics, The International Biometric Society, vol. 77(2), pages 424-438, June.
  29. Allen, Jeff & Farber, Steven, 2020. "Planning transport for social inclusion: An accessibility-activity participation approach," SocArXiv ap7wh, Center for Open Science.
  30. Mengfei Ran & Yihe Yang, 2022. "Optimal Estimation of Large Functional and Longitudinal Data by Using Functional Linear Mixed Model," Mathematics, MDPI, vol. 10(22), pages 1-28, November.
  31. Isa Marques & Thomas Kneib, 2022. "Discussion on “Spatial+: A novel approach to spatial confounding” by Emiko Dupont, Simon N. Wood, and Nicole H. Augustin," Biometrics, The International Biometric Society, vol. 78(4), pages 1295-1299, December.
  32. Allen, Jeff & Farber, Steven, 2020. "Suburbanization of transport poverty," SocArXiv hkpfj, Center for Open Science.
  33. Sun, Tianyu & Chand, Satish & Sharpe, Keiran, 2018. "Effect of aging on housing prices: evidence from a panel data," MPRA Paper 94418, University Library of Munich, Germany, revised 01 Mar 2019.
  34. Maike Hohberg & Peter Pütz & Thomas Kneib, 2020. "Treatment effects beyond the mean using distributional regression: Methods and guidance," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-29, February.
  35. Luca Scrucca, 2022. "A COVINDEX based on a GAM beta regression model with an application to the COVID-19 pandemic in Italy," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 31(4), pages 881-900, October.
  36. E. Zanini & E. Eastoe & M. J. Jones & D. Randell & P. Jonathan, 2020. "Flexible covariate representations for extremes," Environmetrics, John Wiley & Sons, Ltd., vol. 31(5), August.
  37. Kruse, René-Marcel & Silbersdorff, Alexander & Säfken, Benjamin, 2022. "Model averaging for linear mixed models via augmented Lagrangian," Computational Statistics & Data Analysis, Elsevier, vol. 167(C).
  38. Simon N. Wood, 2022. "Inferring UK COVID‐19 fatal infection trajectories from daily mortality data: Were infections already in decline before the UK lockdowns?," Biometrics, The International Biometric Society, vol. 78(3), pages 1127-1140, September.
  39. Anne-Sophie Krah & Zoran Nikoli'c & Ralf Korn, 2019. "Machine Learning in Least-Squares Monte Carlo Proxy Modeling of Life Insurance Companies," Papers 1909.02182, arXiv.org.
  40. José M. Oller & Albert Satorra & Adolf Tobeña, 2019. "Unveiling pathways for the fissure among secessionists and unionists in Catalonia: identities, family language, and media influence," Palgrave Communications, Palgrave Macmillan, vol. 5(1), pages 1-13, December.
  41. Georgios Gioldasis & Antonio Musolesi & Michel Simioni, 2020. "Model uncertainty, nonlinearities and out-of-sample comparison: evidence from international technology diffusion," SEEDS Working Papers 0120, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jan 2020.
  42. Hahn, Anja M. & Kholodilin, Konstantin A. & Waltl, Sofie R., 2020. "Forward to the Past: Short-Term Effects of the Rent Freeze in Berlin," Department of Economics Working Paper Series 308, WU Vienna University of Economics and Business.
  43. Kellerborg, Klas & Wouterse, Bram & Brouwer, Werner & van Baal, Pieter, 2021. "Estimating the costs of non-medical consumption in life-years gained for economic evaluations," Social Science & Medicine, Elsevier, vol. 289(C).
  44. Alessia Eletti & Giampiero Marra & Manuela Quaresma & Rosalba Radice & Francisco Javier Rubio, 2022. "A unifying framework for flexible excess hazard modelling with applications in cancer epidemiology," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 71(4), pages 1044-1062, August.
  45. Bo Sun & Derek T. Robinson, 2018. "Comparison of Statistical Approaches for Modelling Land-Use Change," Land, MDPI, vol. 7(4), pages 1-33, November.
  46. Hervé Cardot & Antonio Musolesi, 2019. "Modeling temporal treatment effects with zero inflated semi-parametric regression models: the case of local development policies in France," SEEDS Working Papers 0219, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jan 2019.
  47. Qiang Sheng & Wang Xu & Long Chen & Lei Wang & Yudong Wang & Yihong Liu & Linshen Xie, 2022. "Effect of Urban River Morphology on the Structure of Macroinvertebrate Communities in a Subtropical Urban River," Sustainability, MDPI, vol. 14(16), pages 1-16, August.
  48. Massimiliano Mazzanti & Antonio Musolesi, 2020. "A Semiparametric Analysis of Green Inventions and Environmental Policies," SEEDS Working Papers 0920, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jun 2020.
  49. Stefano Cabras & J. James Reade & J.D. Tena, 2018. "Social Pressure or Rational Reactions to Incentives? A Historical Analysis of Reasons for Referee Bias in the Spanish Football," Working Papers 20189, University of Liverpool, Department of Economics.
  50. Sun-Joo Cho & Sarah Brown-Schmidt & Paul De Boeck & Matthew Naveiras & Si On Yoon & Aaron Benjamin, 2023. "Incorporating Functional Response Time Effects into a Signal Detection Theory Model," Psychometrika, Springer;The Psychometric Society, vol. 88(3), pages 1056-1086, September.
  51. Michael S. O’Donnell & Daniel J. Manier, 2022. "Spatial Estimates of Soil Moisture for Understanding Ecological Potential and Risk: A Case Study for Arid and Semi-Arid Ecosystems," Land, MDPI, vol. 11(10), pages 1-37, October.
  52. Jeffrey Vervloesem & Ernesto Marcheggiani & MD Abdul Mueed Choudhury & Bart Muys, 2022. "Effects of Photovoltaic Solar Farms on Microclimate and Vegetation Diversity," Sustainability, MDPI, vol. 14(12), pages 1-31, June.
  53. Cornelius Fritz & Göran Kauermann, 2022. "On the interplay of regional mobility, social connectedness and the spread of COVID‐19 in Germany," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(1), pages 400-424, January.
  54. Haiqing Hu & Pandu R. Tadikamalla, 2020. "When to launch a sales promotion for online fashion products? An empirical study," Electronic Commerce Research, Springer, vol. 20(4), pages 737-756, December.
  55. Lambert, Philippe, 2021. "Fast Bayesian inference using Laplace approximations in nonparametric double additive location-scale models with right- and interval-censored data," Computational Statistics & Data Analysis, Elsevier, vol. 161(C).
  56. Petti, Danilo & Eletti, Alessia & Marra, Giampiero & Radice, Rosalba, 2022. "Copula link-based additive models for bivariate time-to-event outcomes with general censoring scheme," Computational Statistics & Data Analysis, Elsevier, vol. 175(C).
  57. Kneib, Thomas & Silbersdorff, Alexander & Säfken, Benjamin, 2023. "Rage Against the Mean – A Review of Distributional Regression Approaches," Econometrics and Statistics, Elsevier, vol. 26(C), pages 99-123.
  58. Sonja Greven & Fabian Scheipl, 2020. "Comments on: Inference and computation with Generalized Additive Models and their extensions," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 29(2), pages 343-350, June.
  59. Mady Cissoko & Issaka Sagara & Moussa H. Sankaré & Sokhna Dieng & Abdoulaye Guindo & Zoumana Doumbia & Balam Allasseini & Diahara Traore & Seydou Fomba & Marc Karim Bendiane & Jordi Landier & Nadine D, 2020. "Geo-Epidemiology of Malaria at the Health Area Level, Dire Health District, Mali, 2013–2017," IJERPH, MDPI, vol. 17(11), pages 1-16, June.
  60. Benjamin Säfken & Thomas Kneib, 2020. "Conditional covariance penalties for mixed models," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 47(3), pages 990-1010, September.
  61. Roland Langrock & Timo Adam & Vianey Leos‐Barajas & Sina Mews & David L. Miller & Yannis P. Papastamatiou, 2018. "Spline‐based nonparametric inference in general state‐switching models," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 72(3), pages 179-200, August.
  62. Simon N. Wood & Matteo Fasiolo, 2017. "A generalized Fellner‐Schall method for smoothing parameter optimization with application to Tweedie location, scale and shape models," Biometrics, The International Biometric Society, vol. 73(4), pages 1071-1081, December.
  63. Georgios Gioldasis & Antonio Musolesi & Michel Simioni, 2021. "Interactive R&D Spillovers: An estimation strategy based on forecasting-driven model selection," SEEDS Working Papers 0621, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jun 2021.
  64. W. T. Teh & J. Chung & S. J. Holdsworth-Carson & J. F. Donoghue & M. Healey & H. C. Rees & S. Bittinger & V. Obers & C. Sloggett & R. Kendarsari & J. N. Fung & S. Mortlock & G. W. Montgomery & J. E. G, 2023. "A molecular staging model for accurately dating the endometrial biopsy," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
  65. Alan Agresti & Claudia Tarantola, 2018. "Simple ways to interpret effects in modeling ordinal categorical data," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 72(3), pages 210-223, August.
  66. Anja M. Hahn & Konstantin A. Kholodilin & Sofie R. Waltl & Marco Fongoni, 2022. "Forward to the Past: Short-Term Effects of the Rent Freeze in Berlin," Discussion Papers of DIW Berlin 1999, DIW Berlin, German Institute for Economic Research.
  67. Hervé Cardot & Antonio Musolesi, 2020. "Modeling temporal treatment effects with zero inflated semi-parametric regression models: The case of local development policies in France," Post-Print hal-02394810, HAL.
  68. Marra, Giampiero & Farcomeni, Alessio & Radice, Rosalba, 2021. "Link-based survival additive models under mixed censoring to assess risks of hospital-acquired infections," Computational Statistics & Data Analysis, Elsevier, vol. 155(C).
  69. Kunegel-Lion, Mélodie & Neilson, Eric W. & Mansuy, Nicolas & Goodsman, Devin W., 2022. "Habitat quality does not predict animal population abundance on frequently disturbed landscapes," Ecological Modelling, Elsevier, vol. 469(C).
  70. Khamma, Thulasi Ram & Zhang, Yuming & Guerrier, Stéphane & Boubekri, Mohamed, 2020. "Generalized additive models: An efficient method for short-term energy prediction in office buildings," Energy, Elsevier, vol. 213(C).
  71. Ramirez Camargo, Luis & Valdes, Javier & Masip Macia, Yunesky & Dorner, Wolfgang, 2019. "Assessment of on-site steady electricity generation from hybrid renewable energy systems in Chile," Applied Energy, Elsevier, vol. 250(C), pages 1548-1558.
  72. Spooner, Fiona & Abrams, Jesse F. & Morrissey, Karyn & Shaddick, Gavin & Batty, Michael & Milton, Richard & Dennett, Adam & Lomax, Nik & Malleson, Nick & Nelissen, Natalie & Coleman, Alex & Nur, Jamil, 2021. "A dynamic microsimulation model for epidemics," Social Science & Medicine, Elsevier, vol. 291(C).
  73. Casper J. P. Zhang & Anthony Barnett & Janice M. Johnston & Poh-chin Lai & Ruby S. Y. Lee & Cindy H. P. Sit & Ester Cerin, 2019. "Objectively-Measured Neighbourhood Attributes as Correlates and Moderators of Quality of Life in Older Adults with Different Living Arrangements: The ALECS Cross-Sectional Study," IJERPH, MDPI, vol. 16(5), pages 1-19, March.
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