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bootlib

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; Ox; ismev; MASS (R); spatial; S-PLUS; SPLIDA; fda (R); simctest; MEMSS; GitHub; SemiPar; timereg; survival; gamair; ElemStatLearn; GET
Cited in: 457 Publications

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.
1997
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Cited by 937 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 Núñez-Antón, Vicente
3 Omelka, Marek
3 Opitz, Thomas
3 Reisen, Valdério Anselmo
3 Tsamardinos, Ioannis
3 Yang, Zhenlin
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 Cirillo, Pasquale
2 Conesa, David
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 Nobre, Juvêncio Santos
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.
2 Van Aelst, Stefan
2 Veraverbeke, Noël
2 Vinod, Hrishikesh D.
...and 837 more Authors
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Cited in 113 Serials

68 Computational Statistics and Data Analysis
26 Journal of Statistical Computation and Simulation
24 Journal of Applied Statistics
23 Journal of Statistical Planning and Inference
19 Communications in Statistics. Simulation and Computation
14 The Annals of Statistics
14 Statistics & Probability Letters
14 Computational Statistics
13 Journal of Econometrics
13 The Annals of Applied Statistics
11 Electronic Journal of Statistics
9 Journal of Multivariate Analysis
8 Statistical Science
8 Lifetime Data Analysis
7 Communications in Statistics. Theory and Methods
7 European Journal of Operational Research
7 Journal of Agricultural, Biological, and Environmental Statistics
7 Statistics and Computing
6 Insurance Mathematics & Economics
6 Test
5 Mathematics and Computers in Simulation
5 Economics Letters
5 Statistical Methods and Applications
5 Journal of Theoretical Biology
4 Psychometrika
4 Biometrics
4 Methodology and Computing in Applied Probability
4 Brazilian Journal of Probability and Statistics
4 Sankhyā. Series B
3 Journal of Mathematical Psychology
3 Annals of Operations Research
3 Extremes
3 AStA. Advances in Statistical Analysis
3 Journal of Probability and Statistics
2 Mathematical Biosciences
2 Applied Mathematics and Computation
2 Journal of the American Statistical Association
2 Journal of Classification
2 Statistics
2 Machine Learning
2 Applied Mathematical Modelling
2 Statistical Papers
2 Bernoulli
2 Statistical Analysis and Data Mining
2 Journal of Statistical Theory and Practice
2 Mathematical Geosciences
1 Artificial Intelligence
1 Indian Journal of Pure & Applied Mathematics
1 Journal of Computational Physics
1 Mathematische Semesterberichte
1 Metrika
1 Physica A
1 Scandinavian Journal of Statistics
1 Bulletin of Mathematical Biology
1 Annals of the Institute of Statistical Mathematics
1 The Annals of Probability
1 Automatica
1 British Journal of Mathematical & Statistical Psychology
1 Information Sciences
1 Kybernetika
1 Metron
1 Operations Research
1 Theoretical Population Biology
1 Physica D
1 Probability Theory and Related Fields
1 International Journal of Parallel Programming
1 Econometric Reviews
1 Computers & Operations Research
1 Journal of Theoretical Probability
1 Mathematical and Computer Modelling
1 Science in China. Series A
1 Neural Computation
1 Automation and Remote Control
1 Linear Algebra and its Applications
1 Pattern Recognition
1 Stochastic Processes and their Applications
1 Computational Economics
1 Mathematical Methods of Statistics
1 International Journal of Computer Vision
1 Statistica Sinica
1 Australian & New Zealand Journal of Statistics
1 Chaos
1 Data Mining and Knowledge Discovery
1 The Econometrics Journal
1 Journal of the Royal Statistical Society. Series B. Statistical Methodology
1 Statistical Inference for Stochastic Processes
1 Stochastic Environmental Research and Risk Assessment
1 Russian Physics Journal
1 Combustion Theory and Modelling
1 RAIRO. Operations Research
1 Quantitative Finance
1 Statistical Modelling
1 Journal of Machine Learning Research (JMLR)
1 OR Spectrum
1 Statistical Applications in Genetics and Molecular Biology
1 Hacettepe Journal of Mathematics and Statistics
1 Journal of Statistical Mechanics: Theory and Experiment
1 Statistical Methodology
1 Journal of the Korean Statistical Society
1 Cambridge Series in Statistical and Probabilistic Mathematics
...and 13 more Serials

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