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Introduction to Statistics and Data Analysis - Hardcover - Brand New
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- Compralo SubitoIntroduction to Statistics and Data Analysis - Hardcover - Brand New
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Numero oggetto eBay:226178117819
Specifiche dell'oggetto
- Condizione
- Brand
- Unbranded
- Subject Area
- Data Analysis
- Book Title
- Introduction to Statistics and Data Analysis
- MPN
- Does not apply
- Subject
- Statistics
- ISBN
- 9780495557838
Informazioni su questo prodotto
Product Identifiers
Publisher
Brooks/Cole
ISBN-10
0495557838
ISBN-13
9780495557838
eBay Product ID (ePID)
65977654
Product Key Features
Number of Pages
880 Pages
Publication Name
Introduction to Statistics and Data Analysis
Language
English
Subject
Probability & Statistics / General
Publication Year
2008
Type
Textbook
Subject Area
Mathematics
Series
Available 2010 Titles Enhanced Web Assign Ser.
Format
Hardcover
Dimensions
Item Height
1.2 in
Item Weight
64.1 Oz
Item Length
10.1 in
Item Width
8.8 in
Additional Product Features
Edition Number
3
Intended Audience
College Audience
Dewey Edition
22
Dewey Decimal
519.5
Edition Description
Revised edition,Enhanced edition
Table Of Content
1. THE ROLE OF STATISTICS AND THE DATA ANALYSIS PROCESS. Three Reasons to Study Statistics. The Nature and Role of Variability. Statistics and the Data Analysis Process. Types of Data and Some Simple Graphical Displays. Activity 1.1: Head Sizes: Understanding Variability. Activity 1.2: Estimating Sizes. Activity 1.3: A Meaningful Paragraph.2. COLLECTING DATA SENSIBLY.Statistical Studies: Observation and Experimentation. Sampling. Simple Comparative Experiments. More on Experimental Design. More on Observational Studies: Designing Surveys (optional). Communicating and Interpreting the Results of Statistical Analyses. Activity 2.1: Designing a Sampling Plan. Activity 2.2: An Experiment to Test for the Stroop Effect. Activity 2.3: McDonalds and the Next 100 Billion Burgers. Activity 2.4: Video Games and Pain Management. 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 Bivariate Numerical Data. Communicating and Interpreting the Results of Statistical Analyses. Activity 3.1: Locating States. Activity 3.2: Bean Counters! Graphing Calculator Explorations.4. NUMERICAL METHODS FOR DESCRIBING DATA. Describing the Center of a Data Set. Describing Variability in a Data Set. Summarizing a Data Set: Boxplots. Interpreting Center and Variability: Chebyshev''s Rule, the Empirical Rule, and z Scores. Communicating and Interpreting the Results of Statistical Analyses. Activity 4.1: Collecting and Summarizing Numerical Data. Activity 4.2: Airline Passenger Weights. Activity 4.3: Boxplot Shapes. Graphing Calculator Explorations.5. SUMMARIZING BIVARIATE DATA.Correlation. Linear Regression: fitting a Line to Bivariate Data. Assessing the Fit of a Line. Nonlinear Relationships and Transformations. Logistic Regression (Optional). Communicating and Interpreting the Results of Statistical Analyses. Activity 5.1: Exploring Correlation and Regression Technology Activity (Applets). Activity 5.2: Age and Flexibility. Graphing calculator Explorations.6. PROBABILITY.Chance Experiments and Events. Definition of Probability. Basic Properties of Probability. Conditional Probability. Independence. Some General Probability Rules. Estimating Probabilities Empirically and Using Simulation. Activity 6.1: Kisses. Activity 6.2: A Crisis for European Sports Fans? Activity 6.3: The "Hot Hand" in Basketball. Graphing Calculator Explorations.7. RANDOM VARIABLES AND PROBABILITY DISTRIBUTIONS.Random Variables. Probability Distributions for Discrete Random Variables. Probability Distributions for continuous Random Variables. Mean and Standard Deviation of a Random Variable. The Binomial and Geometric Distributions. Normal Distributions. Checking for Normality and Normalizing Transformations. Using the Normal Distribution to Approximate a Discrete Distribution. Activity 7.1: Rotten Eggs. 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. Activity 8.1: Do Students Who Take the SAT Multiple Times Have an Advantage in College Admissions? Graphing Calculator Explorations.9. ESTIMATION USING A SINGLE SAMPLE.Point Estimates. Large-Sample Confidence Interval for a Population Proportion. Confidence Interval for a Population Mean. Communicating and Interpreting the Results of Statistical Analyses. Activity 9.1: Getting a Feel for Confidence Level. Activity 9.2: An Alternative Confidence Interval for a Population Proportion. 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 o
Synopsis
This book introduces you to the study of statistics and data analysis by using real data and attention-grabbing examples. The authors guide you through an intuition-based learning process that stresses interpretation and communication of statistical information. They help you grasp concepts and cement your comprehension by using simple notation-frequently substituting words for symbols. You will also find coverage of the graphing calculator as a problem-solving tool, plus hands-on activities in each chapter that allow you to practice statistics firsthand.
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