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Introduction to statistics and data analysis /

By: Peck, Roxy.
Contributor(s): Olsen, Chris | Devore, Jay L.
Material type: TextTextPublisher: Boston, MA : Brooks/Cole Cengage Learning, ℗♭2012Edition: 4th ed.Description: xxvii, 912 pages : illustrations (some color) ; 28 cm.ISBN: 9780840054906; 0840054904; 9780840068392; 0840068395.Subject(s): Statistics | Mathematical statisticsDDC classification: 519.5
Contents:
The role of statistics and the data analysis process -- Collecting data sensibly -- Graphical methods for describing data -- Numerical methods for describing data -- Summarizing bivariate data -- Probability -- Random variables and probability distributions -- Sampling variability and sampling distributions -- Estimation using a single sample -- Hypothesis testing using a single sample -- Comparing two populations or treatments -- The analysis of categorical data and goodness-of-fit tests -- Simple linear regression and correlation: inferential methods -- Multiple regression analysis -- Analysis of variance -- Nonparametric (distribution-free) statistical methods.
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The role of statistics and the data analysis process -- Collecting data sensibly -- Graphical methods for describing data -- Numerical methods for describing data -- Summarizing bivariate data -- Probability -- Random variables and probability distributions -- Sampling variability and sampling distributions -- Estimation using a single sample -- Hypothesis testing using a single sample -- Comparing two populations or treatments -- The analysis of categorical data and goodness-of-fit tests -- Simple linear regression and correlation: inferential methods -- Multiple regression analysis -- Analysis of variance -- Nonparametric (distribution-free) statistical methods.

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