TY - BOOK AU - Herzog,Michael H. AU - Francis,Gregory S. AU - Clarke,Aaron TI - Understanding statistics and experimental design: : how to not lie with statistics T2 - Learning materials in biosciences SN - 9783030034993 PY - 2019///] CY - Cham, Switzerland PB - Springer KW - Mathematical statistics KW - Electronic books N1 - Includes bibliographical references; Part I. The essentials of statistics; Basic probability theory; Experimental design and the basics of statistics : signal detection theory (SDT); The core concept of statistics; Variations on the t-test; Part II. The multiple testing problem; The multiple testing problem; ANOVA; Experimental design : model fits, power, and complex designs; Correlation; Meta-analysis; Understanding replication; Magnitude of excess success; Suggested improvements and challenges UR - https://link.springer.com/content/pdf/10.1007%2F978-3-030-03499-3.pdf ER -