swMATH ID: 40642
Software Authors: Angelo Canty; Davison, A. C. Au; Hinkley, D. V.
Description: bootlib: Bootstrapping and Resampling with S-Plus. A library of functions and data written by Angelo Canty to accompany the Cambridge University Press publication Bootstrap Methods and Their Application by Anthony Davison and David Hinkley. Bootstrap methods are computer-intensive methods of statistical analysis using simulation to obtain reliable standard errors, confidence intervals, and other measures of uncertainty for a wide range of problems. This book gives a broad and up-to-date coverage of bootstrap methods with numerous applied examples, together with the basic theory without emphasis on mathematical vigour. The material of the book is covered in eleven chapters in addition to a bibliography and an appendix. Chapter 2 describes the properties of resampling methods for use with single samples from parametric and nonparametric models. Chapter 3 extends the basic ideas to several samples, semiparametric and smooth models. Significance and confidence intervals are the subjects of Chapters 4 and 5. The three subsequent chapters deal with resampling methods appropriate for linear regression models, generalized linear models and nonlinear models, and time series, spatial data and point processes. Chapter 9 describes how variance reduction techniques such as balanced simulation can be adapted to yield improved simulations. Chapter 10 describes various semiparametric versions of the likelihood function and the ideas underlying which are closely related to resampling methods. Chapter 11 gives a short introduction to the resampling routines in software packages
Homepage: http://statwww.epfl.ch/davison/BMA/library.html
Dependencies: R
Related Software: bootstrap; R; boot; KernSmooth; ismev; Ox; MASS (R); S-PLUS; spatial; fda (R); SPLIDA; MEMSS; GitHub; simctest; SemiPar; ElemStatLearn; GET; survival; SAS; invGauss
Cited in: 459 Documents

Standard Articles

1 Publication describing the Software, including 1 Publication in zbMATH Year
Bootstrap methods and their application. Zbl 0886.62001
Davison, A. C.; Hinkley, D. V.
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Cited by 946 Authors

9 Cribari-Neto, Francisco
6 Davison, Anthony C.
5 Cordeiro, Gauss Moutinho
5 Hashimoto, Elizabeth M.
5 Louzada, Francisco
5 Ortega, Edwin Moises Marcos
5 Polansky, Alan M.
5 Politis, Dimitris Nicolas
5 Yin, Xiangrong
4 Gandy, Axel
4 Mazucheli, Josmar
4 Orbe, Jesus
4 Romano, Joseph P.
4 Salibian-Barrera, Matias
4 Wolf, Michael
3 Bartolucci, Francesco
3 Bayer, Fábio Mariano
3 Bodnar, Taras
3 Borboudakis, Giorgos
3 Burch, Brent D.
3 Cancho, Vicente Garibay
3 Cao, Ricardo
3 Dey, Sanku
3 Dufour, Jean-Marie
3 Franco, Glaura C.
3 Godfrey, Leslie George
3 Hahn, Georg
3 Jing, Bingyi
3 Khalaf, Lynda
3 Kojadinovic, Ivan
3 Lloyd, Chris J.
3 Nobre, Juvêncio Santos
3 Núñez-Antón, Vicente
3 Omelka, Marek
3 Opitz, Thomas
3 Reisen, Valdério Anselmo
3 Tsamardinos, Ioannis
3 Yang, Zhenlin
2 Achcar, Jorge Alberto
2 Aerts, Marc
2 Amiri, Saeid
2 Armero, Carmen
2 Barbeito, Inés
2 Barrios, Erniel B.
2 Bellio, Ruggero
2 Braverman, Amy J.
2 Brazzale, Alessandra Rosalba
2 Bücher, Axel
2 Buonaccorsi, John P.
2 Chang, Ching-Hui
2 Chavez-Demoulin, Valérie
2 Chen, Jie
2 Cirillo, Pasquale
2 Conesa, David
2 da Silva, Michel Ferreira
2 Di Caterina, Claudia
2 Ebegil, Meral
2 Fernández-Casal, Rubén
2 Francisco-Fernandez, Mario
2 Gijbels, Irène
2 Giurcanu, Mihai C.
2 Glaz, Joseph
2 Gökpınar, Esra Yiğit
2 Gokpinar, Fikri
2 Grifell-Tatjé, Emili
2 Hall, Peter Gavin
2 Hens, Niel
2 Hinkley, David V.
2 Hossain, Shakhawat
2 Ivković, Ivana
2 Janssen, Paul
2 Kolassa, John E.
2 Kvalseth, Tarald O.
2 Laber, Eric B.
2 Lahiri, Soumendra Nath
2 Lindsay, Bruce G.
2 Little, Mark P.
2 Liu, Yukun
2 Loh, Ji Meng
2 Louzada-Neto, Francisco
2 Martin, Ryan
2 Modarres, Reza
2 Molenberghs, Geert
2 Nankervis, John C.
2 Naveau, Philippe
2 O’Gorman, Thomas W.
2 Orme, Chris D.
2 Pal, Nabendu
2 Paparoditis, Efstathios
2 Park, Chanseok
2 Peng, Cheng
2 Rajić, Vesna Ćojbašić
2 Robinson, John
2 Schumacher, Martin
2 Shao, Qi-Man
2 Shen, Yan
2 Sjöstedt-de Luna, Sara
2 Soliman, Ahmed Abo-Elmagd
2 Tortosa-Ausina, Emili
2 Tutz, Gerhard E.
...and 846 more Authors
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Cited in 115 Serials

68 Computational Statistics and Data Analysis
26 Journal of Statistical Computation and Simulation
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19 Communications in Statistics. Simulation and Computation
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