TY  - BOOK
AU  - Poldrack,Russell A.
ED  - Open Textbook Library
TI  - Statistical Thinking for the 21st Century
T2  - Open textbook library
AV  - BF121 
CY  - Minneapolis, MN
PB  - Open Textbook Library
KW  - Psychology
KW  - Textbooks
KW  - Applied mathematics
KW  - Statistics
N1  - 1 Introduction -- 2 Working with data -- 3 Probability -- 4 Summarizing data -- 5 Fitting models to data -- 6 Data Visualization -- 7 Sampling -- 8 Resampling and simulation -- 9 Hypothesis testing -- 10 Confidence intervals, effect sizes, and statistical power -- 11 Bayesian statistics -- 12 Modeling categorical relationships -- 13 Modeling continuous relationships -- 14 The General Linear Model -- 15 Comparing means -- 16 The process of statistical modeling: A practical example -- 17 Doing reproducible research
N2  - Statistical thinking is a way of understanding a complex world by describing it in relatively simple terms that nonetheless capture essential aspects of its structure, and that also provide us some idea of how uncertain we are about our knowledge. The foundations of statistical thinking come primarily from mathematics and statistics, but also from computer science, psychology, and other fields of study
UR  - https://open.umn.edu/opentextbooks/textbooks/746
ER  -