Introduction to Statistics and Data Analysis by Jay L. Devore, Chris Olsen...

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Subject
Statistics
ISBN
9780534467104
EAN
9780534467104
類別

關於產品

Product Identifiers

Publisher
Brooks/Cole
ISBN-10
0534467105
ISBN-13
9780534467104
eBay Product ID (ePID)
30212501

Product Key Features

Number of Pages
863 Pages
Language
English
Publication Name
Introduction to Statistics and Data Analysis
Publication Year
2004
Subject
Probability & Statistics / General
Features
Revised
Type
Textbook
Author
Roxy Peck, Jay L. Devore, Chris Olsen
Subject Area
Mathematics
Format
Hardcover

Dimensions

Item Height
1.4 in
Item Weight
60.1 Oz
Item Length
10 in
Item Width
8.2 in

Additional Product Features

Edition Number
2
Intended Audience
College Audience
LCCN
2003-115112
Dewey Edition
22
Illustrated
Yes
Dewey Decimal
519.5
Table Of Content
1. THE ROLE OF STATISTICS.Three Reasons to Study Statistics. The Nature and Role of Variability. Statistics and Data Analysis. Types of Data and Simple Graphical Displays. Chapter Activities. Supplementary Exercises.2.THE DATA ANALYSIS PROCESS AND COLLECTING DATA SENSIBILY.The Data Analysis Process. Sampling. Statistical Studies: Observation and Experimentation. Simple Comparative Experiments. More on Experimental Design. More on Observational Studies: Designing Surveys (Optional). Communicating and Interpreting the Results of Statistical Analyses. Chapter Activities. Supplementary Exercises. Graphing Calculator Explorations.3. GRAPHICAL METHODS FOR DESCRIBING DATA.Displaying Categorical Data: Comparative Bar Charts and Pie Charts. Displaying Numerical Data: Stem-and-Leaf Displays. Displaying Numerical Data: Frequency Distributions and Histograms. Displaying Bi-variate Numerical Data. Communicating and Interpreting the Results of Statistical Analyses. Chapter Activities. Supplementary Exercises. Graphing Calculator Explorations.4.NUMERICAL METHODS FOR DESCRIBING DATA.Describing the Center of a Data Set. Describing the Variability in a Data Set. Summarizing a Data Set: Boxplots. Interpreting Center and Variability: Chevyshevs Rule, the Empirical Rule, and z Scores. Communicating and Interpreting the Results of Statistical Analyses. Chapter Activities. Supplementary Exercises. Graphing Calculator Explorations.5.SUMMARIZING BIVARIATE DATA.Correlation. Linear Regression: Fitting a Line to Bi-variate Data. Assessing the Fit of a Line. Nonlinear Relationships and Transformations. Communicating and Interpreting the Results of Statistical Analyses. Chapter Activities. Supplementary Exercises. Graphing Calculator Explorations.6. PROBABILITY.Chance Experiments and Events. The Definition of Probability. Basic Properties of Probability. Conditional Probability. Independence. Some General Probability Rules. Estimating Probabilities Empirically and Using Simulation. Chapter Activities. Supplementary Exercises. Graphing Calculator Explorations.7. RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS.Random Variables. Probability Distributions for Discrete Random Variables. Probability Distributions for Continuous Random Variables. The Mean and Standard Deviation of a Random Variable. The Binomial and Geometric Distributions. The Normal Distribution. Checking for Normality and Normalizing Transformations. Using the Normal Distribution to Approximate a Discrete Distribution. Chapter Activities. Supplementary Exercises. Graphing Calculator Explorations.8.SAMPLING VARIABILITY AND SAMPLING DISTRIBUTIONS.Statistics and Sampling Variability. The Sampling Distribution of a Sample Mean. The Sampling Distribution of a Sample Proportion. Chapter Activities. Supplementary Exercises. Graphing Calculator Explorations.9.ESTIMATION USING A SINGLE SAMPLE.Point Estimation. A Large-Sample Confidence Interval for a Population Proportion. A Confidence Interval for a Population Mean. Communicating and Interpreting the Results of a Statistical Analyses. Chapter Activities. Supplementary Exercises. Graphing Calculator Explorations.10. HYPOTHESIS TESTING USING A SINGLE SAMPLE.Hypotheses and Test Procedures. Errors in Hypothesis Testing. Large-Sample Hypothesis Tests for a Population Proportion. Hypothesis Tests for a Population Mean. Power and the Probability of Type II Error. Communicating and Interpreting the Results of Statistical Analyses. Chapter Activities. Supplementary Exercises. Graphing Calculator Explorations.11.COMPARING TWO POPULATIONS OR TREATMENTS.Inferences Concerning the Difference Between Two Population or Treatment Means Using Independent Samples. Inferences Concerning the Difference Between Two Population or Treatment Means Using Paired Samples. Large-Sample Inferences Concerning a Difference Between Two Population or Treatment Proportions. Distribution-Free Procedures for Inferences Concerning a Difference Between Two Population or
Edition Description
Revised edition
Synopsis
Roxy Peck, Chris Olsen and Jay Devore's new edition uses real data and attention-grabbing examples to introduce students to the study of statistical output and methods of data analysis. Based on the best-selling STATISTICS: THE EXPLORATION AND ANALYSIS OF DATA, Fifth Edition, this new INTRODUCTION TO STATISTICS AND DATA ANALYSIS, Second Edition integrates coverage of the graphing calculator and includes expanded coverage of probability. Traditional in structure yet modern in approach, this text guides students through an intuition-based learning process that stresses interpretation and communication of statistical information. Conceptual comprehension is cemented by the simplicity of notation--frequently substituting words for symbols. Simple notation helps students grasp concepts. Hands-on activities and Seeing Statistics applets in each chapter allow students to practice statistics firsthand.
LC Classification Number
QA531.A87 2005

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