Introduction to the Bootstrap
An introduction to the bootstrap/Brad Efron Rob Tibshirani. p. em. Includes bibliographical references. ISBN 0-412-04231-2. 1. Bootstrap (Statistics).
An Introduction to Bootstrap
Efron Bradley. An introduction to the bootstrap I Brad Efron
An Introduction to the Bootstrap
Introduction to the. Bootstrap. Bradley Efron. Department of Statistics. Stanford University and. Robert J. Tibshirani. Department of Preventative Medicine
Better Bootstrap Confidence Intervals
Bradley Efron is Professor of Statistics and Biostatistics Department The bias-corrected bootstrap intervals previously intro- duced by Efron (1981
A Leisurely Look at the Bootstrap the Jackknife
https://www.jstor.org/stable/2685844
Book Reviews
An Introduction to the Bootstrap. Bradley Efron and Robert J. Tibshirani. Computer-Intensive Statistical Methods: Validation Model. Selection and Bootstrap.
Bootstrap Confidence Intervals
3 189-228. Bootstrap Confidence Intervals. Thomas J. DiCiccio and Bradley Efron. Abstract. This article surveys bootstrap methods for producing good.
A 250-YEAR ARGUMENT: BELIEF BEHAVIOR
https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.306.4592&rep=rep1&type=pdf
Front Matter
677 An Introduction to the Bootstrap (Bradley Efron and Robert J. Tibshirani) Siva Sivaganesan. 678 Parallel Numerical Algorithms (T. L. Freeman and C.
A 250-year argument: Belief behavior
https://www.ams.org/bull/2013-50-01/S0273-0979-2012-01374-5/S0273-0979-2012-01374-5.pdf
Introduction
totheBootstrap
BradleyEfron
DepartmentofStatistics
StanfordUniversity
andRobertJ.Tibshirani
CHAPMAN&HALLICRC
BocaRatonLondonNewYorkWashington,D.C.
Contents
1Introduction
1 1.1Anoverviewofthisbook
6 1.2Informationforinstructors
8 1.3Someofthenotationusedinthebook
92Theaccuracyofasamplemean
102.1Problems
153-Randomsamplesandprobabilities
173.1Introduction
17 3.2Randomsamples
173.3.Probabilitytheory
203.4Problems
28principle 31
4.1Introduction
314.2
Theempiricaldistributionfunction
314.3
Theplug-inprinciple
354.4Problems
3739
5.1Introduction
395.2
Thestandarderrorofamean
395.3
Estimatingthestandarderrorof.themean
425.4Problems
43Viii
CONTENTS
6Thebootstrapestimateofstandarderror
456.1Introduction
456.2
Thebootstrapestimateofstandarderror
456.3
Example:thecorrelationcoefficient
496.4
ThenumberofbootstrapreplicationsB
506.5
Theparametricbootstrap
536.6
Bibliographicnotes
566.7Problems
577Bootstrapstandarderrors:someexamples
607.1Introduction
607.2
Example1:testscoredata
617.3
Example2:curvefitting
707.4
Anexampleofbootstrapfailure
817.5
Bibliographicnotes
817.6Problems
828Morecomplicateddatastructures
868.1Introduction
868.2
One-sampleproblems
868.3
Thetwo-sampleproblem
888.4
Moregeneraldatastructures
908.5Example:lutenizinghormone
928.6Themovingblocksbootstrap
998.7
Bibliographicnotes
1028.8Problems
1039Regressionmodels
1059.1Introduction
1059.2
Thelinearregressionmodel
1059.3
Example;thehormonedata
1079.4
Applicationofthebootstrap
1119.5
1139.6
Example:thecellsurvivaldata
1159.7
Leastmedianofsquares
1179.8
Bibliographicnotes
1219.9Problems
12110Estimatesofbias
12,110.1Introduction
1241.0.2Thebootstrapestimateofbias
12410.3Example:thepatchdata
12610.4Animprovedestimateofbias
13010.5Thejackknifeestimateofbias
13310.6Biascorrection
13810.7Bibliographicnotes
13910.8Problems
13911Thejackknife
14111.1Introduction
14111.2Definitionofthejackknife
14111.3Example:testscoredata
14311.4Pseudo-values
145145
11.6Failureofthejackknife
14811.7Thedelete-djackknife
14911.8Bibliographicnotes
14911.9Problems
15012.1Introduction
15312.2Somebackgroundonconfidenceintervals
155sistests 156
12.4Student'stinterval
15812.5Thebootstrap-tinterval
16012.6Transformationsandthebootstrap-t
16212.7Bibliographicnotes
16612.8Problems
16613Confidenceintervalsbasedonbootstrap
percentiles 16813.1Introduction
16813.2Standardnormalintervals
16813.3Thepercentileinterval
17013.4Isthepercentileintervalbackwards?
17413.5Coverageperformance
17413.6Thetransformation-respectingproperty
17513.7Therange-preservingproperty
17613.8Discussion
176CONTENTS
13.9Bibliographicnotes
17613.10Problems
17714Betterbootstrapconfidenceintervals
17814.1Introduction
17814.2Example:thespatialtestdata
17914.3TheBCdmethod
18414.4TheABCmethod
18814.5Example:thetoothdata
19014.6Bibliographicnotes
19914.7Problems
19915Permutationtests
20215.1Introduction
20215.2Thetwo-sampleproblem
20215.3Otherteststatistics
210intervalsandthebootstrap 214
15.5Bibliographicnotes
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