Statistics: Principles and Methods, Asia Edition, 8th Edition

RM80.00

Richard A. Johnson, Gouri K. Bhattacharyya
9781119590712

Statistics: Principles and Methods, 8th Edition provides students and business professionals with a comprehensive introduction to statistics concepts, terminology, and methods with a wide array of practical applications. Real-world data provides an easily relatable frame of reference, while numerous examples reinforce key ideas and demonstrate critical concepts to help ease student comprehension. Designed for those seeking a highly practical introduction to statistical measurement, reasoning, and analysis, this book requires no specific mathematical background and leaves derivations behind in favor of logic, reasoning, and modern statistics software.

Concepts are introduced first in a real-life setting to illustrate immediate relevancy, and are subsequently expanded to relate underlying mechanisms, limitations, and further applications. An emphasis on the relationship between validity and assumptions underscores the importance of critical thinking and the use of appropriate models while instilling thoughtful habits that lead to accuracy in interpretation. Going beyond the typical introductory text to keep the focus on application, this book gives students a deeper understanding of statistics as it is used every day across disciplines and industries.

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1 INTRODUCTION TO STATISTICS
2 ORGANIZATION AND DESCRIPTION OF DATA
3 DESCRIPTIVE STUDY OF BIVARIATE DATA
4 PROBABILITY
5 PROBABILITY DISTRIBUTIONS
6 THE NORMAL DISTRIBUTION
7 VARIATION IN REPEATED SAMPLES—SAMPLING DISTRIBUTIONS
8 DRAWING INFERENCES FROM LARGE SAMPLES
9 SMALL SAMPLE INFERENCES FOR NORMAL POPULATIONS
10 COMPARING TWO TREATMENTS
11 REGRESSION ANALYSIS I
12 REGRESSION ANALYSIS II Multiple Linear Regression and Other Topics
13 ANALYSIS OF CATEGORICAL DATA
14 ANALYSIS OF VARIANCE (ANOVA)
15 NONPARAMETRIC INFERENCE
APPENDIX B TABLES
Table 1 Random Digits
Table 2 Cumulative Binomial Probabilities
Table 3 Cumulative Poisson Probabilities
Table 4 Standard Normal Probabilities
Table 5 Percentage Points t𝛼 of t Distributions
Table 6 Percentage Points χ2𝛼 of χ2 Distributions
Table 7 Percentage Points of F( v1, v2 ) Distributions
Table 8 Selected Tail Probabilities for the Null Distribution of Wilcoxon’s Rank-Sum Statistic
Table 9 Selected Tail Probabilities for the Null Distribution of Wilcoxon’s Signed-Rank Statistic
Table F1 General Formulas for Inferences about a Mean (𝜇), Difference of Two Means ( 𝜇1 − 𝜇2 )
Table F2 Inference about Proportions
Summary of Formulas Useful for Exams
DATA BANK
ANSWERS TO SELECTED ODD-NUMBERED EXERCISES
INDEX

Weight 1.5 kg
Dimensions 30 × 28 × 3 cm
Author

Richard A. Johnson, Gouri K. Bhattacharyya

Publisher

Wiley

ISBN

9781119590712

Publishing Year

2019

Pages

576

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Statistics: Principles and Methods, Asia Edition, 8th EditionStatistics: Principles and Methods, Asia Edition, 8th Edition
RM80.00

Availability: In stock

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