Descriptive Statistics For Scientists And Engineers

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Descriptive Statistics for Scientists and Engineers

Author : Rajan Chattamvelli
Publisher : Springer Nature
ISBN 13 : 3031323300
Total Pages : 142 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Descriptive Statistics for Scientists and Engineers by : Rajan Chattamvelli

Download or read book Descriptive Statistics for Scientists and Engineers written by Rajan Chattamvelli and published by Springer Nature. This book was released on 2023-06-21 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces descriptive statistics and covers a broad range of topics of interest to students and researchers in various applied science disciplines. This includes measures of location, spread, skewness, and kurtosis; absolute and relative measures; and classification of spread, skewness, and kurtosis measures, L-moment based measures, van Zwet ordering of kurtosis, and multivariate kurtosis. Several novel topics are discussed including the recursive algorithm for sample variance; simplification of complicated summation expressions; updating formulas for sample geometric, harmonic and weighted means; divide-and-conquer algorithms for sample variance and covariance; L-skewness; spectral kurtosis, etc. A large number of exercises are included in each chapter that are drawn from various engineering fields along with examples that are illustrated using the R programming language. Basic concepts are introduced before moving on to computational aspects. Some applications in bioinformatics, finance, metallurgy, pharmacokinetics (PK), solid mechanics, and signal processing are briefly discussed. Every analyst who works with numeric data will find the discussion very illuminating and easy to follow.

Statistics for Engineers and Scientists

Author : William Cyrus Navidi
Publisher : McGraw-Hill
ISBN 13 :
Total Pages : 936 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Statistics for Engineers and Scientists by : William Cyrus Navidi

Download or read book Statistics for Engineers and Scientists written by William Cyrus Navidi and published by McGraw-Hill. This book was released on 2008 with total page 936 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Probability and Statistics for Engineers and Scientists

Author : Sheldon M. Ross
Publisher :
ISBN 13 :
Total Pages : 532 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Introduction to Probability and Statistics for Engineers and Scientists by : Sheldon M. Ross

Download or read book Introduction to Probability and Statistics for Engineers and Scientists written by Sheldon M. Ross and published by . This book was released on 1987 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: Elements of probability; Random variables and expectation; Special; random variables; Sampling; Parameter estimation; Hypothesis testing; Regression; Analysis of variance; Goodness of fit and nonparametric testing; Life testing; Quality control; Simulation.

Statistics in Engineering

Author : Andrew Metcalfe
Publisher : CRC Press
ISBN 13 : 1439895481
Total Pages : 792 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Statistics in Engineering by : Andrew Metcalfe

Download or read book Statistics in Engineering written by Andrew Metcalfe and published by CRC Press. This book was released on 2019-01-25 with total page 792 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineers are expected to design structures and machines that can operate in challenging and volatile environments, while allowing for variation in materials and noise in measurements and signals. Statistics in Engineering, Second Edition: With Examples in MATLAB and R covers the fundamentals of probability and statistics and explains how to use these basic techniques to estimate and model random variation in the context of engineering analysis and design in all types of environments. The first eight chapters cover probability and probability distributions, graphical displays of data and descriptive statistics, combinations of random variables and propagation of error, statistical inference, bivariate distributions and correlation, linear regression on a single predictor variable, and the measurement error model. This leads to chapters including multiple regression; comparisons of several means and split-plot designs together with analysis of variance; probability models; and sampling strategies. Distinctive features include: All examples based on work in industry, consulting to industry, and research for industry Examples and case studies include all engineering disciplines Emphasis on probabilistic modeling including decision trees, Markov chains and processes, and structure functions Intuitive explanations are followed by succinct mathematical justifications Emphasis on random number generation that is used for stochastic simulations of engineering systems, demonstration of key concepts, and implementation of bootstrap methods for inference Use of MATLAB and the open source software R, both of which have an extensive range of statistical functions for standard analyses and also enable programing of specific applications Use of multiple regression for times series models and analysis of factorial and central composite designs Inclusion of topics such as Weibull analysis of failure times and split-plot designs that are commonly used in industry but are not usually included in introductory textbooks Experiments designed to show fundamental concepts that have been tested with large classes working in small groups Website with additional materials that is regularly updated Andrew Metcalfe, David Green, Andrew Smith, and Jonathan Tuke have taught probability and statistics to students of engineering at the University of Adelaide for many years and have substantial industry experience. Their current research includes applications to water resources engineering, mining, and telecommunications. Mahayaudin Mansor worked in banking and insurance before teaching statistics and business mathematics at the Universiti Tun Abdul Razak Malaysia and is currently a researcher specializing in data analytics and quantitative research in the Health Economics and Social Policy Research Group at the Australian Centre for Precision Health, University of South Australia. Tony Greenfield, formerly Head of Process Computing and Statistics at the British Iron and Steel Research Association, is a statistical consultant. He has been awarded the Chambers Medal for outstanding services to the Royal Statistical Society; the George Box Medal by the European Network for Business and Industrial Statistics for Outstanding Contributions to Industrial Statistics; and the William G. Hunter Award by the American Society for Quality.

Statistics for Scientists and Engineers

Author : Ramalingam Shanmugam
Publisher :
ISBN 13 : 9781119047063
Total Pages : pages
Book Rating : 4.0/5 (47 download)

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Book Synopsis Statistics for Scientists and Engineers by : Ramalingam Shanmugam

Download or read book Statistics for Scientists and Engineers written by Ramalingam Shanmugam and published by . This book was released on 2015 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the theoretical framework needed to build, analyze and interpret various statistical models. It helps readers choose the correct model, distinguish among various choices that best captures the data, or solve the problem at hand. This is an introductory textbook on probability and statistics. The authors explain theoretical concepts in a step-by-step manner and provide practical examples. The introductory chapter in this book presents the basic concepts. Next, the authors discuss the measures of location, popular measures of spread, and measures of skewness and kurtosis. P.

Introduction to Statistics for Biomedical Engineers

Author : Kristina Marie Ropella
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1598291963
Total Pages : 103 pages
Book Rating : 4.5/5 (982 download)

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Book Synopsis Introduction to Statistics for Biomedical Engineers by : Kristina Marie Ropella

Download or read book Introduction to Statistics for Biomedical Engineers written by Kristina Marie Ropella and published by Morgan & Claypool Publishers. This book was released on 2007 with total page 103 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a bare-bones coverage of the most basic statistical analysis frequently used in biomedical engineering practice. The text introduces students to the essential vocabulary and basic concepts of probability and statistics that are required to perform the numerical summary and statistical analysis used in the biomedical field.

Statistics and Probability with Applications for Engineers and Scientists

Author : Bhisham C Gupta
Publisher : John Wiley & Sons
ISBN 13 : 1118522206
Total Pages : 898 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Statistics and Probability with Applications for Engineers and Scientists by : Bhisham C Gupta

Download or read book Statistics and Probability with Applications for Engineers and Scientists written by Bhisham C Gupta and published by John Wiley & Sons. This book was released on 2014-03-06 with total page 898 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introducing the tools of statistics and probability from the ground up An understanding of statistical tools is essential for engineers and scientists who often need to deal with data analysis over the course of their work. Statistics and Probability with Applications for Engineers and Scientists walks readers through a wide range of popular statistical techniques, explaining step-by-step how to generate, analyze, and interpret data for diverse applications in engineering and the natural sciences. Unique among books of this kind, Statistics and Probability with Applications for Engineers and Scientists covers descriptive statistics first, then goes on to discuss the fundamentals of probability theory. Along with case studies, examples, and real-world data sets, the book incorporates clear instructions on how to use the statistical packages Minitab® and Microsoft® Office Excel® to analyze various data sets. The book also features: • Detailed discussions on sampling distributions, statistical estimation of population parameters, hypothesis testing, reliability theory, statistical quality control including Phase I and Phase II control charts, and process capability indices • A clear presentation of nonparametric methods and simple and multiple linear regression methods, as well as a brief discussion on logistic regression method • Comprehensive guidance on the design of experiments, including randomized block designs, one- and two-way layout designs, Latin square designs, random effects and mixed effects models, factorial and fractional factorial designs, and response surface methodology • A companion website containing data sets for Minitab and Microsoft Office Excel, as well as JMP ® routines and results Assuming no background in probability and statistics, Statistics and Probability with Applications for Engineers and Scientists features a unique, yet tried-and-true, approach that is ideal for all undergraduate students as well as statistical practitioners who analyze and illustrate real-world data in engineering and the natural sciences.

Statistics

Author : David W. Scott
Publisher : John Wiley & Sons
ISBN 13 : 1119675847
Total Pages : 180 pages
Book Rating : 4.1/5 (196 download)

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Book Synopsis Statistics by : David W. Scott

Download or read book Statistics written by David W. Scott and published by John Wiley & Sons. This book was released on 2020-07-13 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistic: A Concise Mathematical Introduction for Students and Scientists offers a one academic term text that prepares the student to broaden their skills in statistics, probability and inference, prior to selecting their follow-on courses in their chosen fields, whether it be engineering, computer science, programming, data sciences, business or economics. The book places focus early on continuous measurements, as well as discrete random variables. By invoking simple and intuitive models and geometric probability, discrete and continuous experiments and probabilities are discussed throughout the book in a natural way. Classical probability, random variables, and inference are discussed, as well as material on understanding data and topics of special interest. Topics discussed include: • Classical equally likely outcomes • Variety of models of discrete and continuous probability laws • Likelihood function and ratio • Inference • Bayesian statistics With the growth in the volume of data generated in many disciplines that is enabling the growth in data science, companies now demand statistically literate scientists and this textbook is the answer, suited for undergraduates studying science or engineering, be it computer science, economics, life sciences, environmental, business, amongst many others. Basic knowledge of bivariate calculus, R language, Matematica and JMP is useful, however there is an accompanying website including sample R and Mathematica code to help instructors and students.

Statistical Methods for Engineers and Scientists

Author : Robert M. Bethea
Publisher : Routledge
ISBN 13 : 1351414372
Total Pages : 686 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Statistical Methods for Engineers and Scientists by : Robert M. Bethea

Download or read book Statistical Methods for Engineers and Scientists written by Robert M. Bethea and published by Routledge. This book was released on 2018-04-20 with total page 686 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work details the fundamentals of applied statistics and experimental design, presenting a unified approach to data handling that emphasizes the analysis of variance, regression analysis and the use of Statistical Analysis System computer programs. This edition: discusses modern nonparametric methods; contains information on statistical process control and reliability; supplies fault and event trees; furnishes numerous additional end-of-chapter problems and worked examples; and more.

Probability and Statistics for Engineering and the Sciences, Enhanced Review Edition

Author : Jay Devore
Publisher : Cengage Learning
ISBN 13 : 9780495557449
Total Pages : 768 pages
Book Rating : 4.5/5 (574 download)

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Book Synopsis Probability and Statistics for Engineering and the Sciences, Enhanced Review Edition by : Jay Devore

Download or read book Probability and Statistics for Engineering and the Sciences, Enhanced Review Edition written by Jay Devore and published by Cengage Learning. This book was released on 2008-01-29 with total page 768 pages. Available in PDF, EPUB and Kindle. Book excerpt: This market-leading text provides a comprehensive introduction to probability and statistics for engineering students in all specialties. This proven, accurate book and its excellent examples evidence Jay Devore’s reputation as an outstanding author and leader in the academic community. Devore emphasizes concepts, models, methodology, and applications as opposed to rigorous mathematical development and derivations. Through the use of lively and realistic examples, students go beyond simply learning about statistics-they actually put the methods to use. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

Statistics for Scientists and Engineers

Author : Ramalingam Shanmugam
Publisher : Wiley
ISBN 13 : 9781118228968
Total Pages : 0 pages
Book Rating : 4.2/5 (289 download)

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Book Synopsis Statistics for Scientists and Engineers by : Ramalingam Shanmugam

Download or read book Statistics for Scientists and Engineers written by Ramalingam Shanmugam and published by Wiley. This book was released on 2015-08-03 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides the theoretical framework needed to build, analyze and interpret various statistical models. It helps readers choose the correct model, distinguish among various choices that best captures the data, or solve the problem at hand. This is an introductory textbook on probability and statistics. The authors explain theoretical concepts in a step-by-step manner and provide practical examples. The introductory chapter in this book presents the basic concepts. Next, the authors discuss the measures of location, popular measures of spread, and measures of skewness and kurtosis. Probability theory, discrete distributions, and important continuous distributions that are often encountered in practical applications are analyzed. Mathematical Expectation is covered, along with Generating Functions and Functions of Random Variables. It discusses joint distributions, and novel methods to find the mean deviation of discrete and continuous statistical distributions. Provides insight on coding complex algorithms using the 'loop unrolling technique' Covers illuminating discussions on Poisson limit theorem, central limit theorem, mean deviation generating functions, CDF generating function and extensive summary tables Contains extensive exercises at the end of each chapter and examples from interdisciplinary fields Statistics for Scientists and Engineers is a great resource for students in engineering, physical sciences, and management, and also practicing engineers who require skill sets to model practical problems in a statistical setting.

Data Analysis for Scientists and Engineers

Author : Edward L. Robinson
Publisher : Princeton University Press
ISBN 13 : 0691169926
Total Pages : 408 pages
Book Rating : 4.6/5 (911 download)

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Book Synopsis Data Analysis for Scientists and Engineers by : Edward L. Robinson

Download or read book Data Analysis for Scientists and Engineers written by Edward L. Robinson and published by Princeton University Press. This book was released on 2016-10-04 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analysis for Scientists and Engineers is a modern, graduate-level text on data analysis techniques for physical science and engineering students as well as working scientists and engineers. Edward Robinson emphasizes the principles behind various techniques so that practitioners can adapt them to their own problems, or develop new techniques when necessary. Robinson divides the book into three sections. The first section covers basic concepts in probability and includes a chapter on Monte Carlo methods with an extended discussion of Markov chain Monte Carlo sampling. The second section introduces statistics and then develops tools for fitting models to data, comparing and contrasting techniques from both frequentist and Bayesian perspectives. The final section is devoted to methods for analyzing sequences of data, such as correlation functions, periodograms, and image reconstruction. While it goes beyond elementary statistics, the text is self-contained and accessible to readers from a wide variety of backgrounds. Specialized mathematical topics are included in an appendix. Based on a graduate course on data analysis that the author has taught for many years, and couched in the looser, workaday language of scientists and engineers who wrestle directly with data, this book is ideal for courses on data analysis and a valuable resource for students, instructors, and practitioners in the physical sciences and engineering. In-depth discussion of data analysis for scientists and engineers Coverage of both frequentist and Bayesian approaches to data analysis Extensive look at analysis techniques for time-series data and images Detailed exploration of linear and nonlinear modeling of data Emphasis on error analysis Instructor's manual (available only to professors)

Introduction to Probability and Statistics for Engineers and Scientists

Author : Sheldon M. Ross
Publisher : Academic Press
ISBN 13 : 9780125984720
Total Pages : 578 pages
Book Rating : 4.9/5 (847 download)

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Book Synopsis Introduction to Probability and Statistics for Engineers and Scientists by : Sheldon M. Ross

Download or read book Introduction to Probability and Statistics for Engineers and Scientists written by Sheldon M. Ross and published by Academic Press. This book was released on 2000 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: Suited for a first course in applied probability and statistics for engineering or science majors, this is a superior textbook. Introduction to Probability and Statistics for Engineers and Scientists, Second Edition, includes expanded coverage of quality control, and offers unique software that automates the computations required for exercises, as well as illustrating the main concepts of probability. The author emphasizes the manner in which probability yields insight into statistical problems; ultimately resulting in an intuitive understanding of the statistical procedures most often used by practicing engineers and scientists. Real data sets are incorporated in a wide variety of exercises and examples throughout the book, and this emphasis on data motivates the probability coverage. * Very clear presentation of concepts * Clear presentation of probability * Contains many data sets * Presents mathematics that is both precise and easily understood * Includes an introductory chapter on descriptive statistics * Includes a computer disk that can be used to determine p-values and to illustrate concepts such as the central limit theorem New to the Second Edition: * Real-data examples and exercises throughout the text * Expanded coverage of Quality Control material * Unique software to automate the computations required for the exercises

Statistics for Engineering and the Sciences, Sixth Edition Student Solutions Manual

Author : William M. Mendenhall
Publisher : CRC Press
ISBN 13 : 1498731996
Total Pages : 273 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Statistics for Engineering and the Sciences, Sixth Edition Student Solutions Manual by : William M. Mendenhall

Download or read book Statistics for Engineering and the Sciences, Sixth Edition Student Solutions Manual written by William M. Mendenhall and published by CRC Press. This book was released on 2016-11-17 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: A companion to Mendenhall and Sincich’s Statistics for Engineering and the Sciences, Sixth Edition, this student resource offers full solutions to all of the odd-numbered exercises.

Probability, Statistics, and Stochastic Processes for Engineers and Scientists

Author : Aliakbar Montazer Haghighi
Publisher : CRC Press
ISBN 13 : 1351238396
Total Pages : 635 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Probability, Statistics, and Stochastic Processes for Engineers and Scientists by : Aliakbar Montazer Haghighi

Download or read book Probability, Statistics, and Stochastic Processes for Engineers and Scientists written by Aliakbar Montazer Haghighi and published by CRC Press. This book was released on 2020-07-14 with total page 635 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2020 Taylor & Francis Award Winner for Outstanding New Textbook! Featuring recent advances in the field, this new textbook presents probability and statistics, and their applications in stochastic processes. This book presents key information for understanding the essential aspects of basic probability theory and concepts of reliability as an application. The purpose of this book is to provide an option in this field that combines these areas in one book, balances both theory and practical applications, and also keeps the practitioners in mind. Features Includes numerous examples using current technologies with applications in various fields of study Offers many practical applications of probability in queueing models, all of which are related to the appropriate stochastic processes (continuous time such as waiting time, and fuzzy and discrete time like the classic Gambler’s Ruin Problem) Presents different current topics like probability distributions used in real-world applications of statistics such as climate control and pollution Different types of computer software such as MATLAB®, Minitab, MS Excel, and R as options for illustration, programing and calculation purposes and data analysis Covers reliability and its application in network queues

Statistics and Data Analysis for Engineers and Scientists

Author : Tanvir Mustafy
Publisher : Springer Nature
ISBN 13 : 9819946611
Total Pages : 190 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Statistics and Data Analysis for Engineers and Scientists by : Tanvir Mustafy

Download or read book Statistics and Data Analysis for Engineers and Scientists written by Tanvir Mustafy and published by Springer Nature. This book was released on 2024-02-11 with total page 190 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook summarizes the different statistical, scientific, and financial data analysis methods for users ranging from a high school level to a professional level. It aims to combine the data analysis methods using three different programs—Microsoft Excel, SPSS, and MATLAB. The book combining the different data analysis tools is a unique approach. The book presents a variety of real-life problems in data analysis and machine learning, delivering the best solution. Analysis methods presented in this book include but are not limited to, performing various algebraic and trigonometric operations, regression modeling, and correlation, as well as plotting graphs and charts to represent the results. Fundamental concepts of applied statistics are also explained here, with illustrative examples. Thus, this book presents a pioneering solution to help a wide range of students, researchers, and professionals learn data processing, interpret different findings derived from the analyses, and apply them to their research or professional fields. The book also includes worked examples of practical problems. The primary focus behind designing these examples is understanding the concepts of data analysis and how it can solve problems. The chapters include practice exercises to assist users in enhancing their skills to execute statistical analysis calculations using software instead of relying on tables for probabilities and percentiles in the present world.

Solutions Manual to Accompany Statistics and Probability with Applications for Engineers and Scientists

Author : Bhisham C. Gupta
Publisher : John Wiley & Sons
ISBN 13 : 1118789768
Total Pages : 449 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Solutions Manual to Accompany Statistics and Probability with Applications for Engineers and Scientists by : Bhisham C. Gupta

Download or read book Solutions Manual to Accompany Statistics and Probability with Applications for Engineers and Scientists written by Bhisham C. Gupta and published by John Wiley & Sons. This book was released on 2013-10-11 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: A solutions manual to accompany Statistics and Probability with Applications for Engineers and Scientists Unique among books of this kind, Statistics and Probability with Applications for Engineers and Scientists covers descriptive statistics first, then goes on to discuss the fundamentals of probability theory. Along with case studies, examples, and real-world data sets, the book incorporates clear instructions on how to use the statistical packages Minitab® and Microsoft® Office Excel® to analyze various data sets. The book also features: Detailed discussions on sampling distributions, statistical estimation of population parameters, hypothesis testing, reliability theory, statistical quality control including Phase I and Phase II control charts, and process capability indices A clear presentation of nonparametric methods and simple and multiple linear regression methods, as well as a brief discussion on logistic regression method Comprehensive guidance on the design of experiments, including randomized block designs, one- and two-way layout designs, Latin square designs, random effects and mixed effects models, factorial and fractional factorial designs, and response surface methodology A companion website containing data sets for Minitab and Microsoft Office Excel, as well as JMP ® routines and results Assuming no background in probability and statistics, Statistics and Probability with Applications for Engineers and Scientists features a unique, yet tried-and-true, approach that is ideal for all undergraduate students as well as statistical practitioners who analyze and illustrate real-world data in engineering and the natural sciences.