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Elementary Statistics - Neil Weiss

Elementary Statistics

(Autor)

Buch | Hardcover
696 Seiten
2015 | 9th edition
Pearson (Verlag)
978-0-321-98939-0 (ISBN)
CHF 269,95 inkl. MwSt
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Weiss’s Elementary Statistics, Ninth Edition, is the ideal textbook for introductory statistics classes that emphasize statistical reasoning and critical thinking. Comprehensive in its coverage, Weiss’s meticulous style offers careful, detailed explanations to ease the learning process. With more than 850 data sets and over 2,350 exercises, this text takes a data-driven approach that encourages students to apply their knowledge and develop statistical understanding.

 

This text contains parallel presentation of critical-value and p-value approaches to hypothesis testing. This unique design allows the flexibility to concentrate on one approach or the opportunity for greater depth in comparing the two.

 

 

 

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About our author The late Neil A. Weiss received his Ph.D. from UCLA and subsequently accepted an assistant professor position at Arizona State University (ASU), where he was ultimately promoted to the rank of full professor. Dr. Weiss taught statistics, probability, and mathematics from the freshman level to the advanced graduate level for more than 30 years. In recognition of his excellence in teaching, Dr. Weiss received the Dean’s Quality Teaching Award from the ASU College of Liberal Arts and Sciences. He also was runner-up twice for the Charles Wexler Teaching Award in the ASU School of Mathematical and Statistical Sciences. Dr.Weiss’s comprehensive knowledge and experience ensures that his texts are mathematically and statistically accurate, as well as pedagogically sound. In addition to his numerous research publications, Dr. Weiss was the author of A Course in Probability (Addison-Wesley, 2006).He also authored or coauthored books in finite mathematics, statistics, and real analysis. His texts, well known for their precision, readability and pedagogical excellence, are used worldwide. Dr. Weiss was a pioneer of the integration of statistical software into textbooks and the classroom, first providing such integration in the book Introductory Statistics (Addison-Wesley, 1982). Since this first publication, Neil Weiss’s work continues to inspire future statisticians and current students of statistics alike.

(NOTE: Each chapter concludes with Chapter in Review, Review Problems, Focusing on Data Analysis, Case Study Discussion, and Biography.) Technology Resources Data Sources I: INTRODUCTION

The Nature of Statistics

1.1 Statistics Basics
1.2 Simple Random Sampling
1.3 Other Sampling Designs∗
1.4 Experimental Designs∗



II: DESCRIPTIVE STATISTICS

Organizing Data

Case Study: World’s Richest People
2.1 Variables and Data
2.2 Organizing Qualitative Data
2.3 Organizing Quantitative Data
2.4 Distribution Shapes
2.5 Misleading Graphs∗


Descriptive Measures

Case Study: The Beatles’ Song Length
3.1 Measures of Center
3.2 Measures of Variation
3.3 Chebyshev’s Rule and the Empirical Rule∗
3.4 The Five-Number Summary; Boxplots
3.5 Descriptive Measures for Populations; Use of Samples


Descriptive Methods in Regression and Correlation

Case Study: Healthcare: Spending and Outcomes
4.1 Linear Equations with One Independent Variable
4.2 The Regression Equation
4.3 The Coefficient of Determination
4.4 Linear Correlation



III: PROBABILITY, RANDOM VARIABLES, AND SAMPLING DISTRIBUTIONS

Probability and Random Variables

Case Study: Texas Hold ‘em
5.1 Probability Basics
5.2 Events
5.3 Some Rules of Probability
5.4 Discrete Random Variables and Probability Distributions∗
5.5 The Mean and Standard Deviation of a Discrete Random Variable∗
5.6 The Binomial Distribution∗


The Normal Distribution

Case Study: Chest Sizes of Scottish Militiamen
6.1 Introducing Normally Distributed Variables
6.2 Areas under the Standard Normal Curve
6.3 Working with Normally Distributed Variables
6.4 Assessing Normality; Normal Probability Plots


The Sampling Distribution of the Sample Mean

Case Study: The Chesapeake and Ohio Freight Study
7.1 Sampling Error; the Need for Sampling Distributions
7.2 The Mean and Standard Deviation of the Sample Mean
7.3 The Sampling Distribution of the Sample Mean



IV: INFERENTIAL STATISTICS

Confidence Intervals for One Population Mean

Case Study: Bank Robberies: A Statistical Analysis
8.1 Estimating a Population Mean
8.2 Confidence Intervals for One Population Mean When σ Is Known
8.3 Confidence Intervals for One Population Mean When σ Is Unknown


Hypothesis Tests for One Population Mean

Case Study: Gender and Sense of Direction
9.1 The Nature of Hypothesis Testing
9.2 Critical-Value Approach to Hypothesis Testing
9.3 P-Value Approach to Hypothesis Testing
9.4 Hypothesis Tests for One Population Mean When σ Is Known
9.5 Hypothesis Tests for One Population Mean When σ Is Unknown 


Inferences for Two Population Means

Case Study: Dexamethasone Therapy and IQ
10.1 The Sampling Distribution of the Difference between Two Sample Means for Independent Samples
10.2 Inferences for Two Population Means, Using Independent Samples: Standard Deviations Assumed Equal
10.3 Inferences for Two Population Means, Using Independent Samples: Standard Deviations Not Assumed Equal
10.4 Inferences for Two Population Means, Using Paired Samples


Inferences for Population Proportions

Case Study: Arrested Youths
11.1 Confidence Intervals for One Population Proportion
11.2 Hypothesis Tests for One Population Proportion
11.3 Inferences for Two Population Proportions


Chi-Square Procedures

Case Study: Eye and Hair Color
12.1 The Chi-Square Distribution
12.2 Chi-Square Goodness-of-Fit Test
12.3 Contingency Tables; Association
12.4 Chi-Square Independence Test
12.5 Chi-Square Homogeneity Test


Analysis of Variance (ANOVA)

Case Study: Self-Perception and Physical Activity
13.1 The F-Distribution
13.2 One-Way ANOVA: The Logic
13.3 One-Way ANOVA: The Procedure


Inferential Methods in Regression and Correlation

Case Study: Shoe Size and Height
14.1 The Regression Model; Analysis of Residuals
14.2 Inferences for the Slope of the Population Regression Line
14.3 Estimation and Prediction
14.4 Inferences in Correlation



*Indicates optional material. Appendix A: Statistical Tables Appendix B: Answers to Selected Exercises Index Photo Credits

Erscheint lt. Verlag 3.2.2015
Sprache englisch
Maße 100 x 100 mm
Gewicht 100 g
Themenwelt Mathematik / Informatik Mathematik Statistik
ISBN-10 0-321-98939-2 / 0321989392
ISBN-13 978-0-321-98939-0 / 9780321989390
Zustand Neuware
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