James E. Turner & Darryl J. Downing 
Statistical Methods in Radiation Physics [PDF ebook] 

1. The Statistical Nature of Radiation Emission and Interaction
2.Radioactive Decay
3. Sample Space, Events, and Probability
4. Probability Distributions and Transformations
5. Discrete Distributions
6. Continuous Distributions
7. Parameter and Interval Estimation
8. Propagation of Error
9. Measuring Radioactivity
10.Statistical Performance Measures
11.Instrument Response
12.Monte Carlo Methods and Applications in Dosimetry
13.Dose-Response Relationships and Biological Modeling
14.Regression Analysis
15.Introduction to Bayesian Analysis
A1 Cumulative Binomial Distribution
A2 Cumulative Poission Distribution
A3 Cumulative Standard Normal Distribution
A4 Chi-square Distribution
A5 Student’s t Distribution
A6 F Distribution

James S. Bogard is a Senior Health Physicist with Dade Moeller in Oak Ridge, Tennessee, and an Adjunct Professor in the Departments of Nuclear Engineering and Anthropology at the University of Tennessee. He is the author or co-author of over 85 articles, technical reports and presentations, including a workbook of health physics problems and solutions. Dr. Bogard is a past president of the American Academy of Health Physics, a Fellow of the Health Physics Society and a Distinguished Alumnus of Texas State University.
Darryl J. Downing is Vice President, Statistical and Quantitative Sciences, at Glaxo Smith Kline Pharmaceutical company. He was previously a member of the research staff at Oak Ridge National Laboratory and led the Statistics Group for 10 of his 20 years at ORNL. Dr. Downing graduated from the University of Florida in 1974 with a Ph.D. in Statistics. He has authored over 50 publications and has been a Fellow of the American Statistical Association since 2002. He is also a member of the International Statistics Institute since 1997 and serves on the editorial board for Pharmaceutical Statistics.
James E. Turner (1930-2008) was a retired Corporate Fellow from Oak Ridge National Laboratory and an Adjunct Professor of Nuclear Engineering at the University of Tennessee. In addition to extensive research and teaching both in the U. S. and abroad, Dr. Turner served on the editorial staffs of several professional journals, including Health Physics and Radiation Research, and was active in a number of scientific organizations. He is a former member of the NCRP, a Past President of the American Academy of Health Physics, and a former Board Member of the Health Physics Society. In 1992 he received the Distinguished Scientific Achievement Award of the Health Physics Society and, in 2000, the William Mc Adams Outstanding Service Award of the American Board of Health Physics. Dr. Turner published widely in radiation physics and dosimetry and also on the chemical toxicity of metal ions. He is the author of three textbooks.