03594nam a22005775i 4500 978-3-031-38985-6 DE-He213 20251030111758.0 cr nn 008mamaa 240401s2024 sz | s |||| 0|eng d 9783031389856 978-3-031-38985-6 10.1007/978-3-031-38985-6 doi QA1-939 PB bicssc MAT000000 bisacsh PB thema Barron, Emmanuel N. author. aut http://id.loc.gov/vocabulary/relators/aut 74502 Probability and Statistics for STEM [electronic resource] : A Course in One Semester / by Emmanuel N. Barron, John G. Del Greco. 2nd ed. 2024. Cham : Springer International Publishing : Imprint: Springer, 2024. XVII, 289 p. 25 illus., 23 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Synthesis Lectures on Mathematics & Statistics, 1938-1751 Probability -- Random Variables -- Distributions of Sample Mean and Sample SD -- Confidence and Prediction Intervals -- Hypothesis Testing -- Linear Regression -- Answers to Problems. 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. Mathematics. 65523 Mathematical logic. 66195 Statistics . 65982 Engineering mathematics. 64145 Mathematics. 65523 Mathematical Logic and Foundations. 66198 Applications of Mathematics. 65529 Statistics. 65982 Applied Statistics. 65986 Engineering Mathematics. 64145 Del Greco, John G. author. aut http://id.loc.gov/vocabulary/relators/aut 74503 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031389849 Printed edition: 9783031389863 Printed edition: 9783031389870 Synthesis Lectures on Mathematics & Statistics, 1938-1751 https://doi.org/10.1007/978-3-031-38985-6 ZDB-2-SXSC 58856 58856