Fitting Equations To Data
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Fitting Equations To Data
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Author : Cuthbert Daniel
language : en
Publisher: Wiley-Interscience
Release Date : 1999-08-30
Fitting Equations To Data written by Cuthbert Daniel and has been published by Wiley-Interscience this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-08-30 with Mathematics categories.
Helps any serious data analyst with a computer to recognize the strengths and limitations of data, to test the assumptions implicit in the least squares methods used to fit the data, to select appropriate forms of the variables, to judge which combinations of variables are most influential, and to state the conditions under which the fitted equations are applicable. This edition includes numerous extensions and new devices such as component and component-plus-residual plots, cross verification with a second sample, and an index of required x-precision; also, the search for better subset equations is enlarged to cover 262,144 alternatives. The methods described have been applied in agricultural, environmental, management, marketing, medical, physical, and social sciences. Mathematics is kept to the level of college algebra.
Fit Computer Program That Interactively Determines Polynomial Equations For Data Which Are A Function Of Two Independent Variables
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Author :
language : en
Publisher:
Release Date : 1985
Fit Computer Program That Interactively Determines Polynomial Equations For Data Which Are A Function Of Two Independent Variables written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with categories.
Fitting Equations To Data
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Author :
language : en
Publisher:
Release Date : 1971
Fitting Equations To Data written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1971 with categories.
Regression Analysis
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Author : Ashish Sen
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Regression Analysis written by Ashish Sen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Psychology categories.
Any method of fitting equations to data may be called regression. Such equations are valuable for at least two purposes: making predictions and judging the strength of relationships. Because they provide a way of em pirically identifying how a variable is affected by other variables, regression methods have become essential in a wide range of fields, including the social sciences, engineering, medical research and business. Of the various methods of performing regression, least squares is the most widely used. In fact, linear least squares regression is by far the most widely used of any statistical technique. Although nonlinear least squares is covered in an appendix, this book is mainly about linear least squares applied to fit a single equation (as opposed to a system of equations). The writing of this book started in 1982. Since then, various drafts have been used at the University of Toronto for teaching a semester-long course to juniors, seniors and graduate students in a number of fields, including statistics, pharmacology, engineering, economics, forestry and the behav ioral sciences. Parts of the book have also been used in a quarter-long course given to Master's and Ph.D. students in public administration, urban plan ning and engineering at the University of Illinois at Chicago (UIC). This experience and the comments and criticisms from students helped forge the final version.
R For Data Science
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Author : Hadley Wickham
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2016-12-12
R For Data Science written by Hadley Wickham and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-12 with Computers categories.
Learn how to use R to turn raw data into insight, knowledge, and understanding. This book introduces you to R, RStudio, and the tidyverse, a collection of R packages designed to work together to make data science fast, fluent, and fun. Suitable for readers with no previous programming experience, R for Data Science is designed to get you doing data science as quickly as possible. Authors Hadley Wickham and Garrett Grolemund guide you through the steps of importing, wrangling, exploring, and modeling your data and communicating the results. You'll get a complete, big-picture understanding of the data science cycle, along with basic tools you need to manage the details. Each section of the book is paired with exercises to help you practice what you've learned along the way. You'll learn how to: Wrangle—transform your datasets into a form convenient for analysis Program—learn powerful R tools for solving data problems with greater clarity and ease Explore—examine your data, generate hypotheses, and quickly test them Model—provide a low-dimensional summary that captures true "signals" in your dataset Communicate—learn R Markdown for integrating prose, code, and results
Fitting Models To Biological Data Using Linear And Nonlinear Regression
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Author : Harvey Motulsky
language : en
Publisher: Oxford University Press
Release Date : 2004-05-27
Fitting Models To Biological Data Using Linear And Nonlinear Regression written by Harvey Motulsky and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-05-27 with Mathematics categories.
Most biologists use nonlinear regression more than any other statistical technique, but there are very few places to learn about curve-fitting. This book, by the author of the very successful Intuitive Biostatistics, addresses this relatively focused need of an extraordinarily broad range of scientists.
Exponential Fitting
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Author : Liviu Gr. Ixaru
language : en
Publisher: Springer Science & Business Media
Release Date : 2004-05-26
Exponential Fitting written by Liviu Gr. Ixaru and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-05-26 with Mathematics categories.
Exponential Fitting is a procedure for an efficient numerical approach of functions consisting of weighted sums of exponential, trigonometric or hyperbolic functions with slowly varying weight functions. This book is the first one devoted to this subject. Operations on the functions described above like numerical differentiation, quadrature, interpolation or solving ordinary differential equations whose solution is of this type, are of real interest nowadays in many phenomena as oscillations, vibrations, rotations, or wave propagation. The authors studied the field for many years and contributed to it. Since the total number of papers accumulated so far in this field exceeds 200 and the fact that these papers are spread over journals with various profiles (such as applied mathematics, computer science, computational physics and chemistry) it was time to compact and to systematically present this vast material. In this book, a series of aspects is covered, ranging from the theory of the procedure up to direct applications and sometimes including ready to use programs. The book can also be used as a textbook for graduate students.
Data Analysis For Physical Scientists
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Author : Les Kirkup
language : en
Publisher: Cambridge University Press
Release Date : 2012-02-16
Data Analysis For Physical Scientists written by Les Kirkup and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-16 with Computers categories.
Introducing data analysis techniques to help undergraduate students develop the tools necessary for studying and working in the physical sciences.
Ludwig S Applied Process Design For Chemical And Petrochemical Plants Incorporating Process Safety Incidents
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Author : A. Kayode Coker
language : en
Publisher: Elsevier
Release Date : 2024-07-10
Ludwig S Applied Process Design For Chemical And Petrochemical Plants Incorporating Process Safety Incidents written by A. Kayode Coker and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-10 with Technology & Engineering categories.
Ludwig's Applied Process Design for Chemical and Petrochemical Plants Incorporating Process Safety Incidents is ever evolving starting with the first edition some 60 years ago. The volumes in this fifth edition provide improved techniques and fundamental design methodologies to guide the practicing engineer in designing process equipment and applying chemical processes to the properly detailed hardware. As indicative of the new title, process safety incidents are incorporated in many of the chapters, reviewing the root causes, and how these could be mitigated in future. Like its predecessor, this new edition continues to present updated information for achieving optimum operational and process conditions and to avoid problems caused by inadequate sizing and lack of internally detailed hardware. The volumes provide both fundamental theories where applicable and direct application of these theories to applied equations essential in the design effort. This approach in presenting design information is essential for troubleshooting process equipment and in executing system performance analysis. Volume 1B continues to cover mixing of liquids, process safety and pressure[1]relieving devices, metallurgy and corrosion, and process optimization. It builds upon Ernest E. Ludwig's classic text to further enhance its use as a chemical engineering process design manual of methods and proven fundamentals. This new edition includes new content on three-phase separation, mixing of liquids, ejectors, and mechanical vacuum systems, process safety and pressure-relieving devices, metallurgy and corrosion, and optimization of chemical process/blending. Some chapters review pressure-relieving devices and provide case studies for process safety incidents, which are well illustrated from US Chemical Safety Hazard Investigation Board (www.csb.gov). Finally, this book contains a glossary of Petroleum and Petrochemical Terminologies and Physical and Chemical Characteristics of Major Hydrocarbons. - Provides improved design manual for methods and proven fundamentals of process design with related data and charts - Covers complete range of basic day-to-day petrochemical operation topics - Extensively revised with new material added on three-phase separation, metallurgy, and corrosion - Process safety management/HAZOP and hazard analyses, and optimization of chemical process/blending - Presents many examples using Honeywell UniSim Design software, developed and executable computer programs, and Excel spreadsheet programs - Includes case studies of process safety incidents, guidance for troubleshooting, and checklists - Includes Software of Conversion Table and 30+ process data sheets in excel format
Basic Experimental Strategies And Data Analysis For Science And Engineering
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Author : John Lawson
language : en
Publisher: CRC Press
Release Date : 2016-11-03
Basic Experimental Strategies And Data Analysis For Science And Engineering written by John Lawson and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-03 with Business & Economics categories.
Although books covering experimental design are often written for academic courses taken by statistics majors, most experiments performed in industry and academic research are designed and analyzed by non-statisticians. Therefore, a need exists for a desk reference that will be useful to practitioners who use experimental designs in their work. This book fills that gap. It is written as a guide that can be used as a reference book or as a sole or supplemental text for a university course.