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

By: Contributor(s): Material type: TextPublication details: Singapore : Cengage Learning Asia Pte Ltd, 2019.Edition: Fifth edition, Philippine editionDescription: xxvii, 809 pages : illustrations ; 26 cmISBN:
  • 9789814878135
Subject(s): LOC classification:
  • QA 276.12 P43 2019
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 --Nonparamentric (distribution-free) statistical methods.
Summary: INTRODUCTION TO STATISTICS AND DATA ANALYSIS introduces to the study of statistics and data analysis by using real data and attention-grabbing examples. The authors guide through an intuition-based learning process that stresses interpretation and communication of statistical information. Simple notation--including frequent substitution of words for symbols--helps you grasp concepts and cement your comprehension. You'll also find coverage of most major technologies as a problem-solving tool, plus hands-on activities in each chapter that allow you to practice statistics first hand.
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Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
Book Cavite State University - CCAT Campus Book GCS CIR QA 276.12 P43 2019 (Browse shelf(Opens below)) c.1 Available R0012002
Book Cavite State University - CCAT Campus Book GCS CIR QA 276.12 P43 2019 (Browse shelf(Opens below)) c.2 Available R0012003

Includes answers to selected odd-numbered exercises.

Includes bibliographical references.

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 --Nonparamentric (distribution-free) statistical methods.

INTRODUCTION TO STATISTICS AND DATA ANALYSIS introduces to the study of statistics and data analysis by using real data and attention-grabbing examples. The authors guide through an intuition-based learning process that stresses interpretation and communication of statistical information. Simple notation--including frequent substitution of words for symbols--helps you grasp concepts and cement your comprehension. You'll also find coverage of most major technologies as a problem-solving tool, plus hands-on activities in each chapter that allow you to practice statistics first hand.

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