140.655.01 - Third Term 2009 LONGITUDINAL DATA ANALYSIS Johns Hopkins Bloomberg School of Public Health

REQUIRED TEXTBOOK

• Analysis of Longitudinal Data, Peter J. Diggle, Kung-Yee Liang and Scott L. Zeger, 2nd ed. Oxford (2002) [table of contents] [errata]

OTHER REFERENCES

• Liang BKA
• Heagerty JASA 1998
• Cary BKA 1993
• QIC: GEE Model Selection Criteria, Pan, Biometrics 2001
  
  
• Applied Longitudinal Data Analysis for Epidemiology : A Practical Guide, Jos W. R. Twisk ,Cambridge University Press (2003) [table of contents]
• Applied Longitudinal Data Analysis: Modeling Change and Event Occurrence, Judith D. Singer, John B. Willett, Oxford (2003) [table of contents]
• Applied Longitudinal Analysis (Wiley Series in Probability and Statistics), Garrett Fitzmaurice, Nan Laird, James Ware, Wiley-Interscience(2004) [intro link]
• Modeling Longitudinal Data (Springer Texts in Statistics), Robert E. Weiss, Springer 1 edition (2005) [table of contents]
• Linear Mixed Models for Longitudinal Data, G. Verbeke, G. Molenberghs, Springer Series in Statistics (2000) [table of contents] [book datsets]
• Models for Discrete Longitudinal Data (Springer Series in Statistics), Geert Molenberghs, Geert Verbeke, Springer 1 edition (2005) [table of contents]
• Linear Mixed Models in Practice : An Sas-Oriented Approach , Geert Verbeke, Geert Molenberghs, Springer-Verlag (2000). [table of contents]
• A Handbook of Statistical Analyses using Stata , Sophia Rabe-Hesketh and Brian Everitt, Chapman & Hall/CRC (2004) [table of contents]