Data Analysis for Scientists and Engineers(English, Hardcover, Robinson Edward L.) Offer
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- Language: English
- Binding: Hardcover
- Publisher: Princeton University Press
- Genre: Language Arts & Disciplines
- ISBN: 9780691169927, 9780691169927
- Edition: 2016
- Pages: 408
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Data Analysis for Scientists and Engineers Features & Specifications stand apart in the TBC : Engineering: general category. The details about Data Analysis for Scientists and Engineers(English, Hardcover, Robinson Edward L.) are given below as well. Unboxing Data Analysis for Scientists and Engineers specs Language: English, Binding: Hardcover, Publisher: Princeton University Press, Genre: Language Arts & Disciplines, ISBN: 9780691169927, 9780691169927, Edition: 2016, Pages: 408, & more details are given below
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)
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Data Analysis for Scientists and Engineers Specs
Book Details
| Title | Data Analysis for Scientists and Engineers |
| Imprint | Princeton University Press |
| Publication Year | 2016 |
| Product Form | Hardcover |
| Publisher | Princeton University Press |
| Source ISBN | 9780691169927 |
| Genre | Language Arts & Disciplines |
| ISBN13 | 9780691169927 |
| Book Category | Reference Books |
| BISAC Subject Heading | LAN025000 |
| Book Subcategory | Mathematics and Science Books |
| ISBN10 | 9780691169927 |
| Language | English |
Dimensions
| Height | 254 mm |
| Length | 203 mm |
| Weight | 1225 gr |
Books Info
| Language | English |
| Binding | Hardcover |
| Pages | 408 |
| Publisher | Princeton University Press |
| Year | 2016 |
| Author | Robinson Edward L. |
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