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Journal of the American Statistical Association Volume 107, 2012 - Issue 500
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Applications and Case Studies

Direct Simultaneous Inference in Additive Models and Its Application to Model Undernutrition

Manuel Wiesenfarth Courant Research Center “Poverty, Equity and Growth in Developing and Transition Countries” (CRC-PEG), Georg-August-Universität Göttingen, 37073, Göttingen, Germany
,
Tatyana Krivobokova CRC-PEG and Institute for Mathematical Stochastics, Georg-August-Universität Göttingen, 37073, Göttingen, Germany
,
Stephan Klasen CRC-PEG and Faculty of Economic Sciences, Georg-August-Universität Göttingen, 37073, Göttingen, Germany
&
Stefan Sperlich Department of Econometrics, Université de Genève, Genève 4, Switzerland
Pages 1286-1296 | Received 01 Jul 2011, Published online: 21 Dec 2012

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Shan Yu, Guannan Wang, Li Wang, Chenhui Liu & Lijian Yang. (2020) Estimation and Inference for Generalized Geoadditive Models. Journal of the American Statistical Association 115:530, pages 761-774.
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K. De Brabanter, Y. Liu & C. Hua. (2016) Convergence rates for uniform confidence intervals based on local polynomial regression estimators. Journal of Nonparametric Statistics 28:1, pages 31-48.
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Manuel Wiesenfarth, Carlos Matías Hisgen, Thomas Kneib & Carmen Cadarso-Suarez. (2014) Bayesian Nonparametric Instrumental Variables Regression Based on Penalized Splines and Dirichlet Process Mixtures. Journal of Business & Economic Statistics 32:3, pages 468-482.
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Benjamin Owusu, Bettina Bökemeier & Alfred Greiner. (2022) Assessing nonlinearities and heterogeneity in debt sustainability analysis: a panel spline approach. Empirical Economics.
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Zhanglong Cao, David Bryant, Timothy C.A. Molteno, Colin Fox & Matthew Parry. (2021) V-Spline: An Adaptive Smoothing Spline for Trajectory Reconstruction. Sensors 21:9, pages 3215.
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Peter Pütz & Thomas Kneib. (2017) A penalized spline estimator for fixed effects panel data models. AStA Advances in Statistical Analysis 102:2, pages 145-166.
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Lianqiang Yang & Yongmiao Hong. (2017) Adaptive penalized splines for data smoothing. Computational Statistics & Data Analysis 108, pages 70-83.
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Shuzhuan Zheng, Rong Liu, Lijian Yang & Wolfgang K. Härdle. (2016) Statistical inference for generalized additive models: simultaneous confidence corridors and variable selection. TEST 25:4, pages 607-626.
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Umberto Amato, Anestis Antoniadis & Italia De Feis. (2016) Additive model selection. Statistical Methods & Applications 25:4, pages 519-564.
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Nadja Klein, Thomas Kneib, Stephan Klasen & Stefan Lang. (2015) Bayesian Structured Additive Distributional Regression for Multivariate Responses. Journal of the Royal Statistical Society Series C: Applied Statistics 64:4, pages 569-591.
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Stefan Sperlich. (2013) Comments on: An updated review of Goodness-of-Fit tests for regression models. TEST 22:3, pages 419-427.
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Peter PPtz & T. Kneib. (2016) A Penalized Spline Estimator for Fixed Effects Panel Data Models. SSRN Electronic Journal.
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