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Journal articles on the topic 'Generalized additive models'

Author: Grafiati

Published: 4 June 2021

Last updated: 10 March 2023

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1

Koyak, Robert A., T. J. Hastie, and R. J. Tibshirani. "Generalized Additive Models." Journal of the American Statistical Association 86, no. 416 (December 1991): 1140. http://dx.doi.org/10.2307/2290538.

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2

Brown, R. A., T. J. Hastie, and R. J. Tibshirani. "Generalized Additive Models." Biometrics 47, no. 2 (June 1991): 785. http://dx.doi.org/10.2307/2532174.

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3

Hastie, Trevor, and Robert Tibshirani. "Generalized Additive Models." Statistical Science 1, no. 3 (August 1986): 297–310. http://dx.doi.org/10.1214/ss/1177013604.

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4

De Veaux, Richard D. "Generalized Additive Models." Technometrics 34, no. 2 (May 1992): 225–26. http://dx.doi.org/10.1080/00401706.1992.10484913.

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5

Moon, Graham, T. J. Hastie, and R. J. Tibshirani. "Generalized Additive Models." Applied Statistics 41, no. 1 (1992): 219. http://dx.doi.org/10.2307/2347636.

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6

Hilbe, Joseph M. "Generalized Additive Models Software." American Statistician 47, no. 1 (February 1993): 59. http://dx.doi.org/10.2307/2684787.

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7

Chen, Colin. "Generalized additive mixed models." Communications in Statistics - Theory and Methods 29, no. 5-6 (January 2000): 1257–71. http://dx.doi.org/10.1080/03610920008832543.

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8

Brillinger, David R. "[Generalized Additive Models]: Comment." Statistical Science 1, no. 3 (August 1986): 310–12. http://dx.doi.org/10.1214/ss/1177013605.

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9

Nelder, J. A. "[Generalized Additive Models]: Comment." Statistical Science 1, no. 3 (August 1986): 312. http://dx.doi.org/10.1214/ss/1177013606.

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10

Stone, Charles J. "[Generalized Additive Models]: Comment." Statistical Science 1, no. 3 (August 1986): 312–14. http://dx.doi.org/10.1214/ss/1177013607.

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11

McCullagh, Peter. "[Generalized Additive Models]: Comment." Statistical Science 1, no. 3 (August 1986): 314. http://dx.doi.org/10.1214/ss/1177013608.

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12

Hastie, Trevor, and Robert Tibshirani. "[Generalized Additive Models]: Rejoinder." Statistical Science 1, no. 3 (August 1986): 314–18. http://dx.doi.org/10.1214/ss/1177013609.

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13

McLean, Mathew W., Giles Hooker, Ana-Maria Staicu, Fabian Scheipl, and David Ruppert. "Functional Generalized Additive Models." Journal of Computational and Graphical Statistics 23, no. 1 (January 2, 2014): 249–69. http://dx.doi.org/10.1080/10618600.2012.729985.

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14

Yee, T. W., and C. J. Wild. "Vector Generalized Additive Models." Journal of the Royal Statistical Society: Series B (Methodological) 58, no. 3 (September 1996): 481–93. http://dx.doi.org/10.1111/j.2517-6161.1996.tb02095.x.

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15

Zhang, Xiaochen, Kuangnan Fang, and Qingzhao Zhang. "Multivariate functional generalized additive models." Journal of Statistical Computation and Simulation 92, no. 4 (October 14, 2021): 875–93. http://dx.doi.org/10.1080/00949655.2021.1979550.

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16

Pace, Kelley. "Appraisal Using Generalized Additive Models." Journal of Real Estate Research 15, no. 1 (January 1, 1998): 77–99. http://dx.doi.org/10.1080/10835547.1998.12090916.

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17

Campbell, Ian, Trevor Hastie, and Robert Tibshiram. "Usefulness of generalized additive models." Statistical Methods in Medical Research 5, no. 3 (September 1996): 331–32. http://dx.doi.org/10.1177/096228029600500307.

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18

Hastie, Trevor, and Robert Tibshirani. "Generalized Additive Models: Some Applications." Journal of the American Statistical Association 82, no. 398 (June 1987): 371–86. http://dx.doi.org/10.1080/01621459.1987.10478440.

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19

Olive, David J. "Plots for Generalized Additive Models." Communications in Statistics - Theory and Methods 42, no. 18 (September 17, 2013): 3310–28. http://dx.doi.org/10.1080/03610926.2011.628772.

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20

Scheipl, Fabian, Jan Gertheiss, and Sonja Greven. "Generalized functional additive mixed models." Electronic Journal of Statistics 10, no. 1 (2016): 1455–92. http://dx.doi.org/10.1214/16-ejs1145.

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21

Langrock, Roland, Thomas Kneib, Richard Glennie, and Théo Michelot. "Markov-switching generalized additive models." Statistics and Computing 27, no. 1 (December 28, 2015): 259–70. http://dx.doi.org/10.1007/s11222-015-9620-3.

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22

Burman, Prabir. "Estimation of generalized additive models." Journal of Multivariate Analysis 32, no. 2 (February 1990): 230–55. http://dx.doi.org/10.1016/0047-259x(90)90083-t.

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23

Yee, Thomas W., and Neil D. Mitchell. "Generalized additive models in plant ecology." Journal of Vegetation Science 2, no. 5 (October 1991): 587–602. http://dx.doi.org/10.2307/3236170.

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24

Berhane, Kiros, and Robert J. Tibshirani. "Generalized additive models for longitudinal data." Canadian Journal of Statistics 26, no. 4 (December 1998): 517–35. http://dx.doi.org/10.2307/3315715.

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25

Hastie, Trevor, and Robert Tibshirani. "Generalized additive models for medical research." Statistical Methods in Medical Research 4, no. 3 (September 1995): 187–96. http://dx.doi.org/10.1177/096228029500400302.

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26

Piccolo, Jacob, George Haramuniz, and Zoi-Heleni Michalopoulou. "Geoacoustic inversion with generalized additive models." Journal of the Acoustical Society of America 145, no. 6 (June 2019): EL463—EL468. http://dx.doi.org/10.1121/1.5110244.

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27

Wong, Raymond K. W., Fang Yao, and Thomas C. M. Lee. "Robust Estimation for Generalized Additive Models." Journal of Computational and Graphical Statistics 23, no. 1 (January 2, 2014): 270–89. http://dx.doi.org/10.1080/10618600.2012.756816.

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28

Ganguli, B., and M. P. Wand. "Feature significance in generalized additive models." Statistics and Computing 17, no. 2 (January 30, 2007): 179–92. http://dx.doi.org/10.1007/s11222-006-9011-x.

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29

Febrero-Bande, Manuel, and Wenceslao González-Manteiga. "Generalized additive models for functional data." TEST 22, no. 2 (October 3, 2012): 278–92. http://dx.doi.org/10.1007/s11749-012-0308-0.

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30

Yu, Kyusang, Byeong U. Park, and Enno Mammen. "Smooth backfitting in generalized additive models." Annals of Statistics 36, no. 1 (February 2008): 228–60. http://dx.doi.org/10.1214/009053607000000596.

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31

Verrall, R. "Claims reserving and generalized additive models." Insurance: Mathematics and Economics 17, no. 3 (April 1996): 239. http://dx.doi.org/10.1016/0167-6687(96)82388-2.

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32

Berg, Daniel. "Bankruptcy prediction by generalized additive models." Applied Stochastic Models in Business and Industry 23, no. 2 (November 8, 2006): 129–43. http://dx.doi.org/10.1002/asmb.658.

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33

Grabisch, Michel, and Christophe Labreuche. "Monotone decomposition of 2-additive Generalized Additive Independence models." Mathematical Social Sciences 92 (March 2018): 64–73. http://dx.doi.org/10.1016/j.mathsocsci.2017.09.007.

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34

Miyaoka, Etsuo. "On Estimation of ED50 using Generalized Linear models and Generalized Additive models." Japanese Journal of Biometrics 14, no. 1/2 (1993): 31–45. http://dx.doi.org/10.5691/jjb.14.31.

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35

Xie, Yuanchang, and Yunlong Zhang. "Crash Frequency Analysis with Generalized Additive Models." Transportation Research Record: Journal of the Transportation Research Board 2061, no. 1 (January 2008): 39–45. http://dx.doi.org/10.3141/2061-05.

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Abstract:

Recent crash frequency studies have been based primarily on generalized linear models, in which a linear relationship is usually assumed between the logarithm of expected crash frequency and other explanatory variables. For some explanatory variables, such a linear assumption may be invalid. It is therefore worthwhile to investigate other forms of relationships. This paper introduces generalized additive models to model crash frequency. Generalized additive models use smooth functions of each explanatory variable and are very flexible in modeling nonlinear relationships. On the basis of an intersection crash frequency data set collected in Toronto, Canada, a negative binomial generalized additive model is compared with two negative binomial generalized linear models. The comparison results show that the negative binomial generalized additive model performs best for both the Akaike information criterion and the fitting and predicting performance.

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36

Beck, Nathaniel, and Simon Jackman. "Beyond Linearity by Default: Generalized Additive Models." American Journal of Political Science 42, no. 2 (April 1998): 596. http://dx.doi.org/10.2307/2991772.

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37

Chiang, Alan Y. "Generalized Additive Models: An Introduction With R." Technometrics 49, no. 3 (August 2007): 360–61. http://dx.doi.org/10.1198/tech.2007.s505.

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38

Anderson-Cook, Christine M. "Generalized Additive Models: An Introduction With R." Journal of the American Statistical Association 102, no. 478 (June 2007): 760–61. http://dx.doi.org/10.1198/jasa.2007.s188.

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39

Kauermann, Goran, and J. D. Opsomer. "Local Likelihood Estimation in Generalized Additive Models." Scandinavian Journal of Statistics 30, no. 2 (June 2003): 317–37. http://dx.doi.org/10.1111/1467-9469.00333.

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40

Wood, Simon N., Yannig Goude, and Simon Shaw. "Generalized additive models for large data sets." Journal of the Royal Statistical Society: Series C (Applied Statistics) 64, no. 1 (May 27, 2014): 139–55. http://dx.doi.org/10.1111/rssc.12068.

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41

Brabec, Marek, Marius Paulescu, and Viorel Badescu. "Generalized additive models for nowcasting cloud shading." Solar Energy 101 (March 2014): 272–82. http://dx.doi.org/10.1016/j.solener.2014.01.005.

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42

Vatter, Thibault, and Thomas Nagler. "Generalized Additive Models for Pair-Copula Constructions." Journal of Computational and Graphical Statistics 27, no. 4 (July 11, 2018): 715–27. http://dx.doi.org/10.1080/10618600.2018.1451338.

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43

Knoblauch, K., and L. Maloney. "Classification images estimated by generalized additive models." Journal of Vision 8, no. 6 (March 26, 2010): 344. http://dx.doi.org/10.1167/8.6.344.

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44

Vatter, Thibault, and Valérie Chavez-Demoulin. "Generalized additive models for conditional dependence structures." Journal of Multivariate Analysis 141 (October 2015): 147–67. http://dx.doi.org/10.1016/j.jmva.2015.07.003.

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45

Spiegel, Elmar, Thomas Kneib, and Fabian Otto-Sobotka. "Generalized additive models with flexible response functions." Statistics and Computing 29, no. 1 (December 20, 2017): 123–38. http://dx.doi.org/10.1007/s11222-017-9799-6.

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46

Brown, C. Hendricks. "Analyzing preventive trials with generalized additive models." American Journal of Community Psychology 21, no. 5 (October 1993): 635–64. http://dx.doi.org/10.1007/bf00942175.

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47

Yee, Thomas W., and Monique Mackenzie. "Vector generalized additive models in plant ecology." Ecological Modelling 157, no. 2-3 (November 2002): 141–56. http://dx.doi.org/10.1016/s0304-3800(02)00192-8.

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48

De Bock, Koen W., Kristof Coussement, and Dirk Van den Poel. "Ensemble classification based on generalized additive models." Computational Statistics & Data Analysis 54, no. 6 (June 2010): 1535–46. http://dx.doi.org/10.1016/j.csda.2009.12.013.

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49

Marra, Giampiero, and Simon N. Wood. "Practical variable selection for generalized additive models." Computational Statistics & Data Analysis 55, no. 7 (July 2011): 2372–87. http://dx.doi.org/10.1016/j.csda.2011.02.004.

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50

Yee, Thomas W. "Quantile regression via vector generalized additive models." Statistics in Medicine 23, no. 14 (2004): 2295–315. http://dx.doi.org/10.1002/sim.1822.

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