This book demonstrates the importance of computer-generated statistical analyses in behavioral science research, particularly those using the R software environment. Statistical methods are being increasingly developed and refined by computer scientists, with expertise in writing efficient and elegant computer code. Unfortunately, many researchers lack this programming background, leaving them to accept on faith the black-box output that emerges from the sophisticated statistical models they frequently use. Building on the author’s previous volume, Linear Models in Matrix Form, this text bridges the gap between computer science and research application, providing easy-to-follow computer code for many statistical analyses using the R software environment. The text opens with a foundational section on linear algebra, then covers a variety of advanced topics, including robust regression, model selection based on bias and efficiency, nonlinear models and optimization routines, generalized linear models, and survival and time-series analysis. Each section concludes with a presentation of the computer code used to illuminate the analysis, as well as pointers to packages in R that can be used for similar analyses and nonstandard cases. The accessible code and breadth of topics make this book an ideal tool for graduate students or researchers in the behavioral sciences who are interested in performing advanced statistical analyses without having a sophisticated background in computer science and mathematics.
Timberlake website Another useful website is www.timberlake.co.uk. Timberlake Consultants is a statistical consultancy company that also distributes and ...
Timberlake, E. M., Farber, M. Z., & Sabatino, C. A. (2002). The general method of social work practice (4th ed.). Boston: Allyn & Bacon. Timberlake, E. M. ...
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... is much higher than in the United States, with the prevalence in France being perhaps the highest (Heuveline and Timberlake 2004; Toulemon 1997).
HENRY TIMBERLAKE'S CHEROKEE WAR SONG 1. That Timberlake's memoir contains the first English translation of the words of a Native American song seems to have ...
But Timberlake seems to have had a bit more literary sensitivity - suggested by his translation of the Cherokee war song in his memoirs - than these earlier ...
Timberlake , Michael . 1985. " The World System Perspective and Urbanization . ” In Michael Timberlake ( ed . ) , Urbanization in the World Economy , 3-4 .
The poor tend to live in dwellings that are structurally unsuited to withstand the impact of environmental extremes (Wijkman and Timberlake 1984, pp.
To display and share his discoveries, in 1940 Johnson built the Timberlake Museum on his farm. It remained open to the public during the summer and for ...