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Essential Statistical Methods for Medical Statistics

✍ Scribed by J Philip Miller


Publisher
Elsevier Science
Year
2010
Tongue
English
Leaves
355
Category
Library

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✦ Synopsis


Essential Statistical Methods for Medical Statistics presents only key contributions which have been selected from the volume in the Handbook of Statistics: Medical Statistics, Volume 27 (2009). While the use of statistics in these fields has a long and rich history, the explosive growth of science in general, and of clinical and epidemiological sciences in particular, has led to the development of new methods and Read more...

✦ Table of Contents


Content:
Front Matter, Page iii
Copyright, Page iv
Contributors, Pages ix-x, Bang Heejung, Peter M. Bentler, Lloyd J. Edwards, Michael C. Edwards, David V. Glidden, William H. Greene, Matthew J. Gurka, Joseph L. Hagan, Kentaro Hayashi, Bernardo HernΓ‘ndez, Joseph M. Hilbe, Nicholas J. Horton, Nan M. Laird, Bruno Lecoutre, Heather J. Litman, Stephen W. Looney, Madhu Mazumdar, Charles E. McCulloch, Ross L. Prentice, Stephen C. Shiboski, et al.
1 - Statistical Methods and Challenges in Epidemiology and Biomedical Research, Pages 1-26, Ross L. Prentice
2 - Statistical Methods for Assessing Biomarkers and Analyzing Biomarker Data, Pages 27-65, Stephen W. Looney, Joseph L. Hagan
3 - Linear and Non-Linear Regression Methods in Epidemiology and Biostatistics, Pages 66-103, Eric Vittinghoff, Charles E. McCulloch, David V. Glidden, Stephen C. Shiboski
4 - Count Response Regression Models, Pages 104-145, Joseph M. Hilbe, William H. Greene
5 - Mixed Models, Pages 146-173, Matthew J. Gurka, Lloyd J. Edwards
6 - Factor Analysis and Related Methods, Pages 174-201, Carol M. Woods, Michael C. Edwards
7 - Structural Equation Modeling, Pages 202-234, Kentaro Hayashi, Peter M. Bentler, Ke-Hai Yuan
8 - Statistical Modeling in Biomedical Research: Longitudinal Data Analysis, Pages 235-268, Chengjie Xiong, Kejun Zhu, Kai Yu, J. Philip Miller
9 - Sequential and Group Sequential Designs in Clinical Trials Guidelines for Practitioners, Pages 269-290, Madhu Mazumdar, Heejung Bang
10 - Estimation of Marginal Regression Models with Multiple Source Predictors, Pages 291-307, Heather J. Litman, Nicholas J. Horton, Bernardo HernΓ‘ndez, Nan M. Laird
11 - The Bayesian Approach to Experimental Data Analysis, Pages 308-344, Bruno Lecoutre
Subject Index, Pages 345-351


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