Introduction to statistics and data analysis / Roxy Peck, Chris Olsen, and Jay L. Devore
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TextPublication details: Singapore : Cengage Learning Asia Pte Ltd, c2019Edition: Fifth EditionDescription: xxix, 809 pages ; 26 cmISBN: - 9789814878135
- QA 276.12 .P43 2019
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National University - Manila | LRC - Main General Circulation | Gen. Ed. - COE | GC QA 276.12 .P43 2019 (Browse shelf(Opens below)) | c.1 | Available | NULIB000018510 |
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| GC QA 274.23 .S27 2019 c.2 Applied stochastic differential equations / | GC QA 276.12 .B67 2018 Statistics 101 : from data analysis and predictive modeling to measuring distribution and determining probability, your essential guide to statistics / | GC QA 276.12 .D48 2012 Stats : data and models / | GC QA 276.12 .P43 2019 Introduction to statistics and data analysis / | GC QA 276.12 .S65 2008 Schaum's outline of theory and problems of statistics / | GC QA 276.12 .W45 1995 Introductory statistics / | GC QA 278.2 .W45 2014 Applied linear regression / |
Includes index.
1. THE ROLE OF STATISTICS AND THE DATA ANALYSIS PROCESS -- 2. COLLECTING DATA SENSIBLY -- 3. GRAPHICAL METHODS FOR DESCRIBING DATA -- 4. NUMERICAL METHODS FOR DESCRIBING DATA -- 5. SUMMARIZING BIVARIATE DATA -- 6. PROBABILITY -- 7. RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS -- 8. SAMPLING VARIABILITY AND SAMPLING DISTRIBUTIONS -- 9. Estimation Using a Single Sample -- 10. HYPOTHESIS TESTING USING A SINGLE SAMPLE -- 11. COMPARING TWO POPULATIONS OR TREATMENTS --12. THE ANALYSIS OF CATEGORICAL DATA AND GOODNESS-OF-FIT TESTS -- 13. SIMPLE LINEAR REGRESSION AND CORRELATION: INFERENTIAL METHODS -- 14. MULTIPLE REGRESSION ANALYSIS -- 15. ANALYSIS OF VARIANCE: Single-Factor ANOVA and the F Test. -- 16. NONPARAMETRIC (DISTRIBUTION-FREE) STATISTICAL METHODS (ONLINE).
Traditional in structure but modern in spirit, the book incorporates material that reflects an increased emphasis on issues involved in data collection. This book features extensive treatment of probability with an emphasis on intuition and simulation rather than mathematical formalism-- Integrates the graphing calculator throughout the book
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