Applied Statistics in Business and Economics

David Doane, Lori Seward (Autoren)

Buch | Hardcover

2021 | 7th edition
McGraw-Hill Education (Verlag)
978-1-260-71628-3 (ISBN)

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Applied Statistics in Business and Economics, 7th edition, provides real meaning to the use of statistics in the real world by using real business situations and real data while appealing to students who want to know the why rather than just the how. The text emphasizes thinking about data, choosing appropriate analytic tools, using computers effectively, and recognizing the limitations of statistics. It motivates student learning through applied current exercises and cases that provide real-world relevance and includes analytics in action, careers, and applications of big data, Artificial Intelligence, and machine learning (including ethical issues). The Doane and Seward authors work as a team, integrating the digital and eBook assets seamlessly. In recognition of a growing interest in analytics training beyond Excel, the textbook now provides an optional introduction to R with illustrations of topics in each chapter. Support for R is further enhanced with Learning Stats modules, tables of R functions, and R-compatible Excel data sets.

David P. Doane is Professor of Quantitative Methods in Oakland University's Department of Decision and Information Sciences. He earned his Bachelor of Arts degree in mathematics and economics at the University of Kansas and his PhD from Purdue University's Krannert Graduate School. Lori E. Seward is an Instructor in the Decisions Sciences Department in the College of Business at The University of Colorado at Denver and Health Sciences Center. She earned her Bachelor of Science and Master of Science degrees in Industrial Engineering at Virginia Tech. After several years working as a reliability and quality engineer in the paper and automotive industries, she earned her PhD from Virginia Tech.

Chapter 1: Overview of Statistics

Chapter 2: Data Collection

Chapter 3: Describing Data Visually

Chapter 4: Descriptive Statistics

Chapter 5: Probability

Chapter 6: Discrete Probability Distributions

Chapter 7: Continuous Probability Distributions

Chapter 8: Sampling Distributions and Estimation

Chapter 9: One-Sample Hypothesis Tests

Chapter 10: Two-Sample Hypothesis Tests

Chapter 11: Analysis of Variance

Chapter 12: Simple Regression

Chapter 13: Multiple Regression

Chapter 14: Time-Series Analysis

Chapter 15: Chi-Square Tests

Chapter 16: Nonparametric Tests

Chapter 17: Quality Management

Chapter 18: Simulation 1

Erscheinungsdatum	15.01.2021
Zusatzinfo	Illustrations
Verlagsort	OH
Sprache	englisch
Gewicht	1755 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
Themenwelt	Wirtschaft ► Betriebswirtschaft / Management
ISBN-10	1-260-71628-7 / 1260716287
ISBN-13	978-1-260-71628-3 / 9781260716283
Zustand	Neuware