The Resource Applied Nonparametric Statistics in Reliability, by M. Luz Gámiz, K. B. Kulasekera, Nikolaos Limnios, Bo Henry Lindqvist, (electronic resource)

Applied Nonparametric Statistics in Reliability, by M. Luz Gámiz, K. B. Kulasekera, Nikolaos Limnios, Bo Henry Lindqvist, (electronic resource)

Label
Applied Nonparametric Statistics in Reliability
Title
Applied Nonparametric Statistics in Reliability
Statement of responsibility
by M. Luz Gámiz, K. B. Kulasekera, Nikolaos Limnios, Bo Henry Lindqvist
Creator
Contributor
Author
Author
Subject
Language
  • eng
  • eng
Summary
Nonparametric statistics has probably become the leading methodology for researchers performing data analysis. It is nevertheless true that, whereas these methods have already proved highly effective in other applied areas of knowledge such as biostatistics or social sciences, nonparametric analyses in reliability currently form an interesting area of study that has not yet been fully explored. Applied Nonparametric Statistics in Reliability is focused on the use of modern statistical methods for the estimation of dependability measures of reliability systems that operate under different conditions. The scope of the book includes: smooth estimation of the reliability function and hazard rate of non-repairable systems; study of stochastic processes for modelling the time evolution of systems when imperfect repairs are performed; nonparametric analysis of discrete and continuous time semi-Markov processes; isotonic regression analysis of the structure function of a reliability system, and lifetime regression analysis. Besides the explanation of the mathematical background, several numerical computations or simulations are presented as illustrative examples. The corresponding computer-based methods have been implemented using R and MATLAB®. A concrete modelling scheme is chosen for each practical situation and, in consequence, a nonparametric inference procedure is conducted. Applied Nonparametric Statistics in Reliability will serve the practical needs of scientists (statisticians and engineers) working on applied reliability subjects
Member of
Is Subseries of
http://library.link/vocab/creatorName
Gámiz, M. Luz
Dewey number
620.004520151
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
  • Ds5K4YfwRYk
  • F5jIa5rKJ0Q
  • uN-yPCnBWBY
  • TxjeVMvqZ1A
Language note
English
LC call number
  • TA169.7
  • T55-T55.3
  • TA403.6
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Kulasekera, K. B.
  • Limnios, Nikolaos.
  • Lindqvist, Bo Henry.
Series statement
Springer Series in Reliability Engineering,
http://library.link/vocab/subjectName
  • System safety
  • Statistics
  • Quality Control, Reliability, Safety and Risk
  • Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
Label
Applied Nonparametric Statistics in Reliability, by M. Luz Gámiz, K. B. Kulasekera, Nikolaos Limnios, Bo Henry Lindqvist, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
1. Lifetime Data -- 2. Models for Perfect Repair -- 3. Models for Minimal Repair -- 4. Models for Imperfect Repair -- 5. Systems with Multi-components -- 6. Reliability of Semi–Markov Systems -- 7. Hazard Regression Analysis
Dimensions
unknown
Edition
1st ed. 2011.
Extent
1 online resource (238 p.)
Form of item
online
Isbn
9781283083300
Media category
computer
Media type code
c
Other control number
10.1007/978-0-85729-118-9
Specific material designation
remote
System control number
  • (CKB)2670000000071995
  • (EBL)690772
  • (OCoLC)771402828
  • (SSID)ssj0000475870
  • (PQKBManifestationID)11337494
  • (PQKBTitleCode)TC0000475870
  • (PQKBWorkID)10485963
  • (PQKB)11521462
  • (DE-He213)978-0-85729-118-9
  • (MiAaPQ)EBC690772
  • (EXLCZ)992670000000071995
Label
Applied Nonparametric Statistics in Reliability, by M. Luz Gámiz, K. B. Kulasekera, Nikolaos Limnios, Bo Henry Lindqvist, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
1. Lifetime Data -- 2. Models for Perfect Repair -- 3. Models for Minimal Repair -- 4. Models for Imperfect Repair -- 5. Systems with Multi-components -- 6. Reliability of Semi–Markov Systems -- 7. Hazard Regression Analysis
Dimensions
unknown
Edition
1st ed. 2011.
Extent
1 online resource (238 p.)
Form of item
online
Isbn
9781283083300
Media category
computer
Media type code
c
Other control number
10.1007/978-0-85729-118-9
Specific material designation
remote
System control number
  • (CKB)2670000000071995
  • (EBL)690772
  • (OCoLC)771402828
  • (SSID)ssj0000475870
  • (PQKBManifestationID)11337494
  • (PQKBTitleCode)TC0000475870
  • (PQKBWorkID)10485963
  • (PQKB)11521462
  • (DE-He213)978-0-85729-118-9
  • (MiAaPQ)EBC690772
  • (EXLCZ)992670000000071995

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