Learning from data : an introduction to statistical reasoning /

Main Author: Glenberg, Arthur M.
Other Authors: Andrzejewski, Matthew E.
Format: Book
Language:English
Published: New York, NY : Lawrence Erlbaum Associates, c2008.
Edition:3rd ed.
Subjects:
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020 |a 9780805849219 (hardcover) 
040 |a DLC 
050 |a HA29  |b .G57 2008 
082 |2 22  |a 001.4/22 
100 1 |a Glenberg, Arthur M. 
245 1 |a Learning from data :  |b an introduction to statistical reasoning /  |c Arthur M. Glenberg, Matthew E. Andrzejewski. 
250 1 |a 3rd ed. 
260 1 |a New York, NY :  |b Lawrence Erlbaum Associates,  |c c2008. 
300 1 |a xvi, 561 p. :  |b ill. ;  |c 26 cm. +  |e 1 CD-ROM (4 3/4 in.) 
500 1 |a Includes index. 
505 1 |a 1. Why statistics? -- 2. Frequency distributions and percentiles -- 3. Central tendency and variability -- 4. z scores and normal distributions -- 5. Overview of inferential statistics -- 6. Probability -- 7. Sampling distributions -- 8. Logic of hypothesis testing -- 9. Power -- 10. Logic of parameter estimation -- 11. Inferences about population proportions using the z statistic -- 12. Inferences about μ when σ is unknown : the single-sample t test -- 13. Comparing two populations : independent samples -- 14. Random sampling, random assignment, and causality -- 15. Comparing two populations : dependent samples -- 16. Comparing two population variances : the F statistic -- 17. Comparing multiple population means : one-factor ANOVA -- 18. Introduction to factorial designs -- 19. Computational methods for the factorial ANOVA -- 20. Describing linear relationships : regression -- 21. Measuring the strength of linear relationships : correlation -- 22. Inferences from nominal data : the χ² statistic. 
650 1 |a Statistics 
700 1 |a Andrzejewski, Matthew E. 
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