TY - BOOK AU - Barron,Emmanuel N. AU - Del Greco,John G. ED - SpringerLink (Online service) TI - Probability and Statistics for STEM: A Course in One Semester T2 - Synthesis Lectures on Mathematics & Statistics, SN - 9783031389856 AV - QA1-939 PY - 2024/// CY - Cham PB - Springer International Publishing, Imprint: Springer KW - Mathematics KW - Mathematical logic KW - Statistics  KW - Engineering mathematics KW - Mathematical Logic and Foundations KW - Applications of Mathematics KW - Statistics KW - Applied Statistics KW - Engineering Mathematics N1 - Probability -- Random Variables -- Distributions of Sample Mean and Sample SD -- Confidence and Prediction Intervals -- Hypothesis Testing -- Linear Regression -- Answers to Problems N2 - 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 UR - https://doi.org/10.1007/978-3-031-38985-6 ER -