SemiPar swMATH ID: 7116 Software Authors: Matt Wand; Ruppert, David; Carroll, R. J. Description: R package SemiPar: Semiparametic Regression. The primary aim of this book is to guide researchers needing to flexibly incorporate nonlinear relations into their regression analyses. Almost all existing regression texts treat either parametric or nonparametric regression exclusively. In this book the authors argue that nonparametric regression can be viewed as a relatively simple extension of parametric regression and treat the two together. They refer to this combination as semiparametric regression. The approach to semiparametric regression is based on penalized regression splines and mixed models. Every model in this book is a special case of the linear mixed model or its generalized counterpart. This book is very much problem-driven. Examples from their collaborative research have driven the selection of material and emphases and are used throughout the book. The book is suitable for several audiences. One audience consists of students or working scientists with only a moderate background in regression, though familiarity with matrix and linear algebra is assumed. Another audience that they are aiming at consists of statistically oriented scientists who have a good working knowledge of linear models and the desire to begin using more flexible semiparametric models. There is enough new material to be of interest even to experts on smoothing, and they are a third possible audience. This book consists of 19 chapters and 3 appendixes. Homepage: http://cran.r-project.org/web/packages/SemiPar/ Source Code: https://github.com/cran/SemiPar Dependencies: R Related Software: R; gamair; fda (R); gss; WinBUGS; GAMLSS; mgcv; S-PLUS; KernSmooth; refund; BayesX; MEMSS; ElemStatLearn; BayesDA; nlme; PRMLT; Fahrmeir; SAS; GMRFLib; lme4 Cited in: 780 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year Semiparametric regression. Zbl 1038.62042Ruppert, David; Wand, M. P.; Carroll, R. J. 2003 all top 5 Cited by 1,249 Authors 31 Wand, Matthew P. 29 Kneib, Thomas 26 Ruppert, David 24 Crăiniceanu, Ciprian-Mugur 24 Kauermann, Goran 21 Carroll, Raymond James 14 Coull, Brent A. 14 Marra, Giampiero 12 Greven, Sonja 11 Lang, Stefan M. 11 Liang, Hua 10 Durban, Maria 10 Radice, Rosalba 9 Wood, Simon N. 8 Eilers, Paul H. C. 8 Klein, Nadja 8 Li, Runze 8 Lian, Heng 8 Morris, Jeffrey S. 8 Scheipl, Fabian 8 Tutz, Gerhard E. 7 Aydin, Dursun 7 Fahrmeir, Ludwig 7 Lee, Thomas C. M. 7 Meyer, Mary C. 7 Staicu, Ana-Maria 7 Yu, Yan 6 Aerts, Marc 6 Baladandayuthapani, Veerabhadran 6 Claeskens, Gerda 6 Ivanescu, Andrada E. 6 Krivobokova, Tatyana 6 Lee, Dae-Jin 6 Maity, Arnab Kumar 6 Nott, David John 6 Ormerod, John T. 6 Paciorek, Christopher J. 6 Tang, Niansheng 6 Yoshida, Takuma 5 Birch, Jeffrey B. 5 Breidt, F. Jay 5 Cao, Jiguo 5 Gertheiss, Jan 5 Harezlak, Jaroslaw 5 Hooker, Giles 5 Huang, Jianhua Z. 5 Kim, Inyoung 5 Li, Yehua 5 Little, Roderick J. A. 5 Opsomer, Jean-Didier 5 Ranalli, Maria Giovanna 5 Reiss, Philip T. 5 Salvati, Nicola 5 Schellhase, Christian 5 Staudenmayer, John 5 Umlauf, Nikolaus 5 Yilmaz, Ersin 5 Zhang, Jinting 4 Akdeniz, Fikri 4 Brunel, Nicolas J-B. 4 Chen, Huaihou 4 Choudhary, Pankaj K. 4 Clairon, Quentin 4 Faes, Christel 4 Gijbels, Irène 4 Goldsmith, Jeff 4 Heinzl, Felix 4 Jank, Wolfgang S. 4 Kohn, Robert J. 4 Lin, Xihong 4 Luati, Alessandra 4 Proietti, Tommaso 4 Serban, Nicoleta 4 Wang, Haonan 4 Xiao, Luo 4 Zhang, Daowen 4 Zhang, Hao Helen 4 Zhou, Lan 3 Akdeniz Duran, Esra 3 Bocci, Chiara 3 Cai, Bo 3 Carlin, Bradley P. 3 Chambers, Ray 3 Chandra, Hukum 3 Cheng, Guang 3 Congdon, Peter D. 3 Cui, Hengjian 3 Currie, Iain D. 3 Dean, Charmaine B. 3 Ding, Jianhua 3 Duan, Xingde 3 Fan, Jianqing 3 Ferreira, Guillermo P. 3 Härdle, Wolfgang Karl 3 Hobbs, Brian P. 3 Holan, Scott H. 3 Hu, Tao 3 Huggins, Richard M. 3 Jiang, Yunlu 3 Küchenhoff, Helmut ...and 1,149 more Authors all top 5 Cited in 120 Serials 83 Computational Statistics and Data Analysis 55 Biometrics 37 Journal of the American Statistical Association 32 Statistical Modelling 28 Electronic Journal of Statistics 27 Statistics and Computing 26 The Annals of Applied Statistics 25 Journal of Applied Statistics 23 Journal of Statistical Computation and Simulation 22 Journal of Multivariate Analysis 21 Computational Statistics 20 Journal of Statistical Planning and Inference 17 The Annals of Statistics 17 Journal of Nonparametric Statistics 16 Australian & New Zealand Journal of Statistics 14 Journal of the Royal Statistical Society. 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