Statistical Methods, Fourth Edition, is designed to introduce students to a wide-range of popular and practical statistical techniques. Requiring a minimum of advanced mathematics, it is suitable for undergraduates in statistics, or graduate students in the physical, life, and social sciences. By providing an overview of statistical reasoning, this text equips readers with the insight needed to summarize data, recognize good experimental designs, implement appropriate analyses, and arrive at sound interpretations of statistical results.
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1. Data and statistics
2. Probability and sampling distributions
3. Principles of inference
4. Inferences on a single population
5. Inferences for two populations
6. Inferences for two or more means
7. Linear regression
8. Multiple regression
9. Linear models
10. Factorial experiments
11. Design of experiments
12. Categorical data
13. Generalized linear models
14. Nonparametric methods
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Provides students with a working introduction to statistical methods through real-world case studies and new exercises
Includes extensive case studies and exercises drawn from a variety of disciplines
Provides practice problems for each chapter with complete solutions
Offers new and updated data sets available online
Includes recommended data analysis projects with accompanying data sets
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Produktdetaljer
ISBN
9780128230435
Publisert
2021-08-31
Utgave
4. utgave
Utgiver
Vendor
Academic Press Inc
Vekt
1380 gr
Høyde
235 mm
Bredde
191 mm
Aldersnivå
U, 05
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
784
Forfatter