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Statistical methods in diagnostic medicine /

ISBN/ISSN:
9780470183144 (hbk.)
中图分类法 :
R311
著者:
Zhou, Xiao-hua.
题名:
Statistical methods in diagnostic medicine /
版次:
2nd ed.
出版发行:
Hoboken, N.J. : John Wiley & Sons, Inc., , c2011.
载体形态:
xxx, 545 p. ; ; 25 cm.
内容提要:
"Praise for the First Edition " . . . the book is a valuable addition to the literature in the field, serving as a much-needed guide for both clinicians and advanced students."--Zentralblatt MATH A new edition of the cutting-edge guide to diagnostic tests in medical research In recent years, a considerable amount of research has focused on evolving methods for designing and analyzing diagnostic accuracy studies. Statistical Methods in Diagnostic Medicine, Second Edition continues to provide a comprehensive approach to the topic, guiding readers through the necessary practices for understanding these studies and generalizing the results to patient populations. Following a basic introduction to measuring test accuracy and study design, the authors successfully define various measures of diagnostic accuracy, describe strategies for designing diagnostic accuracy studies, and present key statistical methods for estimating and comparing test accuracy. Topics new to the Second Edition include: Methods for tests designed to detect and locate lesions Recommendations for covariate-adjustment Methods for estimating and comparing predictive values and sample sSample size calculation for multiple reader studies when pilot data are available Updated meta-analysis methods, now incorporating random effectsThree case studies thoroughly showcase some of the questions and statistical issues that arise in diagnostic medicine, with all associated data provided in detailed appendices. A related web site features Fortran, SAS(r), and R software packages so that readers can conduct their own analyses. Statistical Methods in Diagnostic Medicine, Second Edition is an excellent supplement for biostatistics courses at the graduate level. It also serves as a valuable reference for clinicians and researchers working in the fields of medicine, epidemiology, and biostatistics"--Provided by publisher.
主题词:
Medical statistics.
主题词:
Medicine Research Statistical methods.
主要责任者:
McClish, Donna K.
主要责任者:
Obuchowski, Nancy A.
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限定所在馆: 限定所在馆藏地点: 限定馆藏状态:
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008|  |110211s2011    nju      b    001 0 eng  
010|  |▼a  2011006419
020|  |▼a9780470183144 (hbk.)
040|  |▼aDNLM/DLC▼cDLC
042|  |▼apcc
050|00|▼aR853.S7▼bS767 2011
082|00|▼a610.72▼222
093|  |▼aR311▼24
099|  |▼aCAL 022011270639
100|1 |▼aZhou, Xiao-hua.
245|10|▼aStatistical methods in diagn-
   |  |ostic medicine /▼cXiao-Hua Zho-
   |  |u, Nancy A. Obuchowski, Donna -
   |  |K. McClish.
250|  |▼a2nd ed.
260|  |▼aHoboken, N.J. :▼bJohn Wiley -
   |  |& Sons, Inc.,▼cc2011.
300|  |▼axxx, 545 p. ;▼c25 cm.
490|1 |▼aWiley series in probability -
   |  |and statistics
504|  |▼aIncludes bibliographical ref-
   |  |erences (p. 481-517) and index.
520|  |▼a"Praise for the First Editio-
   |  |n " . . . the book is a valuab-
   |  |le addition to the literature -
   |  |in the field, serving as a muc-
   |  |h-needed guide for both clinic-
   |  |ians and advanced students."---
   |  |Zentralblatt MATH A new editio-
   |  |n of the cutting-edge guide to-
   |  | diagnostic tests in medical r-
   |  |esearch In recent years, a con-
   |  |siderable amount of research h-
   |  |as focused on evolving methods-
   |  | for designing and analyzing d-
   |  |iagnostic accuracy studies. St-
   |  |atistical Methods in Diagnosti-
   |  |c Medicine, Second Edition con-
   |  |tinues to provide a comprehens-
   |  |ive approach to the topic, gui-
   |  |ding readers through the neces-
   |  |sary practices for understandi-
   |  |ng these studies and generaliz-
   |  |ing the results to patient pop-
   |  |ulations. Following a basic in-
   |  |troduction to measuring test a-
   |  |ccuracy and study design, the -
   |  |authors successfully define va-
   |  |rious measures of diagnostic a-
   |  |ccuracy, describe strategies f-
   |  |or designing diagnostic accura-
   |  |cy studies, and present key st-
   |  |atistical methods for estimati-
   |  |ng and comparing test accuracy-
   |  |. Topics new to the Second Edi-
   |  |tion include: Methods for test-
   |  |s designed to detect and locat-
   |  |e lesions Recommendations for -
   |  |covariate-adjustment Methods f-
   |  |or estimating and comparing pr-
   |  |edictive values and sample sSa-
   |  |mple size calculation for mult-
   |  |iple reader studies when pilot-
   |  | data are available Updated me-
   |  |ta-analysis methods, now incor-
   |  |porating random effectsThree c-
   |  |ase studies thoroughly showcas-
   |  |e some of the questions and st-
   |  |atistical issues that arise in-
   |  | diagnostic medicine, with all-
   |  | associated data provided in d-
   |  |etailed appendices. A related -
   |  |web site features Fortran, SAS-
   |  |(r), and R software packages s-
   |  |o that readers can conduct the-
   |  |ir own analyses. Statistical M-
   |  |ethods in Diagnostic Medicine,-
   |  | Second Edition is an excellen-
   |  |t supplement for biostatistics-
   |  | courses at the graduate level-
   |  |. It also serves as a valuable-
   |  | reference for clinicians and -
   |  |researchers working in the fie-
   |  |lds of medicine, epidemiology,-
   |  | and biostatistics"--Provided -
   |  |by publisher.
650| 0|▼aMedical statistics.
650| 0|▼aMedicine▼xResearch▼xStatisti-
   |  |cal methods.
700|1 |▼aMcClish, Donna K.
700|1 |▼aObuchowski, Nancy A.
830| 0|▼aWiley series in probability -
   |  |and statistics.
998|  |▼aBNU
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