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Introduction to statistics and data analysis / Roxy Peck, Chris Olsen, and Jay L. Devore

By: Material type: TextTextPublication details: Singapore : Cengage Learning Asia Pte Ltd, c2019Edition: Fifth EditionDescription: xxix, 809 pages ; 26 cmISBN:
  • 9789814878135
Subject(s): LOC classification:
  • QA 276.12 .P43 2019
Contents:
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).
Summary: 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
Item type: Books
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Holdings
Item type Current library Home library Collection Call number Copy number Status Date due Barcode
Books Books National University - Manila LRC - Main General Circulation Gen. Ed. - COE GC QA 276.12 .P43 2019 (Browse shelf(Opens below)) c.1 Available NULIB000018510

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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