Advanced medical statistics:
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Singapore
World Scientific Press
2015
|
| Edition: | 2nd edition |
| Subjects: | |
| Online Access: | Klappentext Inhaltsverzeichnis |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | XI, 1458 S. graph. Darst. |
| ISBN: | 9789814583299 9814583294 |
Staff View
MARC
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Record in the Search Index
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| adam_text | The book aims to provide both comprehensive reviews of the classical
methods and an introduction to new developments in medical
statistics. The topics range from meta analysis, clinical trial design,
causal inference, personalized medicine to machine learning and
next generation sequence analysis. Since the publication of the first
edition, there have been tremendous advances in biostatistics and
bioinformatics. The new edition tries to cover as many important
emerging areas and reflect as much progress as possible. Many
distinguished scholars, who greatly advanced their research areas in
statistical methodology as well as practical applications, have either
revised existing chapters with relevant updates or written new ones
from scratch.
The new edition has been divided into four sections, including,
Statistical Methods in Medicine and Epidemiology, Statistical Methods in
Clinical Trials, Statistical Ce.ietics, and General Methods. To reflect the
rise of modem statistical genetics as one of the most fertile research
areas since the publication of the hrst edition, the brand new section
on Statistical Genetics includes entirely new chapters reflecting the
state of the art in the field.
Although tightly related, all the book chapters are self-contained and
can be read independently. The book chapters intend to provide a
convenient launch pad for readers interested in learning a specific
topic, applying the related statistical methods in their scientific research
and seeking the newest references for in-depth research.
CONTENTS
Preface to the Second Edition
v
Section 1. Statistics in Medicine and Epidemiology 1
Chapter 1. History of Statistical Thinking in Medicine
Tar Timothy Chen
3
Chapter 2. Describing Data, Modeling Variation,
and Statistical Practice
Hongyan Du and Ming T. Tan
Chapter 3. Covariate-Specific and Co variate^֊ Adjusted
Predictive Values of Prognostic Biomarkers
with Survival Outcome
Yunbei Ma, Xiao-Hua Zhou and
Kwtjod Chuen (Gary) Chan
Chapter 4. Statistical Methods for Personalized
Medicine
Lu Tian and Xiaoguang Zhao
Chapter 5. Statistics Used in Quality Control, Quality
Assurance, and Quality Improvement in
Radiological Studies
Ying Lu and Shoujun Zhao
Chapter 6. Applications of Statistical Methods in
Medical Imaging
Jesse S. Jin
21
51
79
103
161
vii
viii Contents
Chapter 7. Cost-Effectiveness Analysis and Evidence-Based Medicine Jianli Li 189
Chapter 8. Quality of Life: Issues Concerning Assessment and Analysis Jiqian Fang and Yuantao Hao 227
Chapter 9. Met a-Analysis Xuyu Zhou, Jiqian Fang, Chuanhua Yu, Zongli Xu, Lu Tian, and Ying Lu 265
Chapter 10- Statistical Models and Methods in Infectious Diseases Hulin Wu and Shoujun Zhao 359
Chapter 11. Special Models for Sampling Survey Sujuan Gao 399
Chapter 12. The Use of Capture—Recapture Methodology in Epidemiological Surveillance and Ecological Surveys Anne Chao, T. C. Hsieh and Hsin-Chou Yang 425
Chapter 13. Statistical Methods in the Effective Evaluation of Mass Screening for Diseases Qing Liu 469
Section 2. Statistics in Clinical Trials 505
Chapter 14. Statistics in Biopharmaceutical Research and Development Shein- Chung Chow and Annpey Pong 507
Chapter 15. Statistics in Pharmacology and Pre-Clinical Studies Tze Leung Lai, Mei-Chiung Shin and Guangrui Zhu 611
Contents ix
Chapter 16. Statistics in Toxicology 645
Jeunes J. Chen
Chapter 17. Dose^ Response Modeling and Benchmark 681
Doses in Health Risk Assessment
Yiliang Zhu
Chapter 18. Some Fundamental Statistical Issues and 711
Methodologies in Confirmatory Trials
George Y.H. Chi, Haiyan Xu and Qing Liu
Chapter 19. Surrogates for Qualitative Evaluation of 781
Treatment Effects
Zhi Geng
Chapter 20. Adaptive Trial Design in Clinical Research 803
Annpey Pong and Shein֊Chung Chow
Chapter 21. Statistics in the Research of Traditional 835
Chinese Medicine
Danhui Yi and Yang Li
Section 3. Statistical Genetics 861
Chapter 22. Sparse Segment Identifications with 863
Applications to DNA Copy Number
Variation Analysis
X. Jessie Jeng, T. Tony Cai and Hongzhe Li
Chapter 23. Statistical Methods for Design and 889
Analysis of Linkage Studies
Qizhai Li, Hong Qin, Zhaohai Li, and Gang Zheng
Chapter 24. Transcriptome Analysis Using 915
Next-Generation Sequencing
Jingyi Jessica Li, Haiyan Huang, Minping Qian
and Xuegong Zhang
Chapter 25.
Chapter 26.
Chapter 27.
Section 4
Chapter 28.
Chapter 29.
Chapter 30.
Chapter 31.
Chapter 32.
Chapter 33.
Chapter 34֊
Contents
Genetic Structure of Human Population
Hu a Tang and Kun Tang
Data Integration Methods in Genome Wide
Association Studies
Ning Sun and Hongyu Zhao
Causal Inference
Zhi Geng
General Methods
Survival Analysis
D. Y. Lin
Nonparametric Regression Models for the
Analysis of Longitudinal Data
Colin O. Wu, Xin Tian, Kai F. Yu, and Mi-Xia Wu
Local Modeling: Density Estimation and
Nonpar ametric Regression
Jianqing Fan and Runze Li
Statistical Methods for Dependent Data
Feng Chen
Bayesian Methods
Ming֊Hui Chen and Keying Ye
Valid Prior-Free Probabilistic Inference and
its Applications in Medical Statistics
Duncan Ermini Leaf, Hyokun Yun, and
Chuanhai Liu
Stochastic Processes and their Applications
in Medical Science
Caixia Li and Jiqian Fang
937
961
977
1009
1011
1031
1125
1173
1229
1301
1339
Chapter 35.
Chapter 36.
Chapter 37.
Contents
Interpolation of Missing Values and
Adjustment of Moving Holiday Effect in
Time Series
Zhang Jin-Xin, Zhang Xiv Xue Yun֊Lian
Li Ji֊Bin and Huang Bo
Tree-based Methods
Heping Zhang
Introduction to Artificial Neural Networks
Xia Jielai, Jiang Hongwei, and Tang Qiyi
1379
1413
1431
Index
1451
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| discipline | Medizin |
| edition | 2nd edition |
| format | Book |
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| indexdate | 2024-07-10T01:19:33Z |
| institution | BVB |
| isbn | 9789814583299 9814583294 |
| language | English |
| lccn | 014048409 |
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| physical | XI, 1458 S. graph. Darst. |
| publishDate | 2015 |
| publishDateSearch | 2015 |
| publishDateSort | 2015 |
| publisher | World Scientific Press |
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| spelling | Advanced medical statistics editors: Ying Lu ... 2nd edition Singapore World Scientific Press 2015 XI, 1458 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Statistics as Topic Biomedical Research Medizinische Statistik (DE-588)4127563-9 gnd rswk-swf Medizinische Statistik (DE-588)4127563-9 s DE-604 Lu, Ying 1960- Sonstige (DE-588)1076753124 oth Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027798892&sequence=000003&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Klappentext Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027798892&sequence=000004&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advanced medical statistics Statistics as Topic Biomedical Research Medizinische Statistik (DE-588)4127563-9 gnd |
| subject_GND | (DE-588)4127563-9 |
| title | Advanced medical statistics |
| title_auth | Advanced medical statistics |
| title_exact_search | Advanced medical statistics |
| title_full | Advanced medical statistics editors: Ying Lu ... |
| title_fullStr | Advanced medical statistics editors: Ying Lu ... |
| title_full_unstemmed | Advanced medical statistics editors: Ying Lu ... |
| title_short | Advanced medical statistics |
| title_sort | advanced medical statistics |
| topic | Statistics as Topic Biomedical Research Medizinische Statistik (DE-588)4127563-9 gnd |
| topic_facet | Statistics as Topic Biomedical Research Medizinische Statistik |
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