TY  - BOOK
AU  - Herzog,Michael H.
AU  - Clarke,Aaron
AU  - Francis,Gregory
AU  - 
TI  - Understanding statistics and experimental design: how to not lie with statistics 
T2  - Learning materials in biosciences
SN  - 3030034984
AV  - QA276.F818.U534 2019 
PY  - 2019///
CY  - Cham, Switzerland
PB  - Springer
KW  - Experimental design
KW  - Mathematical statistics
KW  - Research
KW  - Methodology
N1  - 1; PART I; 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 --; ANOVA --; Experimental design: Model Fits, Power, and Complex Designs --; Correlation; PART III; Meta-analysis --; Understanding replication --; Magnitude of excess success --; Suggested improvements and challenges; 2; b
N2  - This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate
ER  -