Probability and Statistics for STEM
A Course in One Semester
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Beschreibung
This new edition presents the essential topics in probability and statistics from a rigorous standpoint. Any discipline involving randomness, including medicine, engineering, and any area of scientific research, must have a way of analyzing or even predicting the outcomes of an experiment. The authors focus on the tools for doing so in a thorough, yet introductory way. After providing an overview of the basics of probability, the authors cover essential topics such as confidence intervals, hypothesis testing, and linear regression. These subjects are presented in a one semester format, suitable for engineers, scientists, and STEM students with a solid understanding of calculus. There are problems and exercises included in each chapter allowing readers to practice the applications of the concepts.
In addition, this book:
- Discusses the basics of probability and essential topics, such as confidence intervals, hypothesis testing, and linear regression
- Provides exercises and solutions so that readers can practice the applications of the concepts
- Presents topics in a one semester format, suitable for engineers, scientists, and STEM students who have studied calculus for two semesters
This new edition presents the essential topics in probability and statistics from a rigorous standpoint. Any discipline involving randomness, including medicine, engineering, and any area of scientific research, must have a way of analyzing or even predicting the outcomes of an experiment. The authors focus on the tools for doing so in a thorough, yet introductory way. After providing an overview of the basics of probability, the authors cover essential topics such as confidence intervals, hypothesis testing, and linear regression. These subjects are presented in a one semester format, suitable for engineers, scientists, and STEM students with a solid understanding of calculus. There are problems and exercises included in each chapter allowing readers to practice the applications of the concepts.
Discusses the basics of probability and topics such as confidence intervals, hypothesis testing, and linear regression Provides exercises and solutions so that readers can practice the applications of the concepts Presents topics in a one semester format, suitable for engineers, scientists, and STEM students
Autor*in
Emmanuel N. Barron
Themen in »Probability and Statistics for STEM«
Probability Statistics Hypothesis Testing Confidence Intervals Sampling Distributions Linear Regression Textbook STEM