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 #  AuthorTitleAccn#YearItem Type Claims
1 Edward L. Robinson Data analysis for scientists and engineers 026580 2016 Book  
2 Terrence L. Fine Theories of probability OB1386 eBook  
3 Claude A. Pruneau Data analysis techniques for physical scientists 026279 2017 Book  
4 Randall Pruim Foundations and applications of statistics: An Introduction Using R 026070 2011 Book  
5 John B. Walsh Knowing the odds: An Introduction to Probability 026067 2012 Book  
6 Mark P. Silverman Certain uncertainty: Nature's Random Ways 025892 2014 Book  
7 Meir Hemmo Road to Maxwell's demon: Conceptual Foundations of Statistical Mechanics 024635 2012 Book  
8 Frederick James Statistical methods in experimental physics 023793 2006 Book  
9 Mehran Kardar Statistical physics of particles 023571 2007 Book  
10 Martin Erickson Aha! solutions 023067 2009 Book  
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TitleData analysis for scientists and engineers
Author(s)Edward L. Robinson
PublicationNew Jersey, Princeton University Press, 2016.
Descriptionxiii, 393p.
Abstract Note Hardcover Price: $75.00 / £62.00 ISBN: Published: 10/04/2016 Copyright: 2017 Pages: 408 Size: 8 x 10 in. Illus: 96 line illus. 7 tables. ebook Price: $75.00 / £62.00 ISBN: Published: 10/04/2016 Copyright: 2017 Pages: 408 Size: 8 x 10 in. Illus: 96 line illus. 7 tables. Buy This Request Exam Copy Download Cover Overview Author(s) Reviews 2 Supplementary Materials 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.
ISBN,Price9780691169927 : $ 75.00(HB)
Classification519.22/.25
Keyword(s)1. ANALYSIS OF SEQUENCES 2. BAYESIAN STATISTICS 3. FOURIER ANALYSIS 4. LEAST SQUARES ESTIMATION 5. MONTE CARLO METHODS 6. PROBABILITY
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026580   519.22/.25/ROB/026580  On Shelf    

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TitleTheories of probability
Author(s)Terrence L. Fine
PublicationAmsterdam, Elsevier Science Publishers,
ISBN,Price$ 110.00(eBook)
Keyword(s)1. EBOOK 2. EBOOK - ELSEVIER 3. PROBABILITY
Item TypeeBook
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
OB1386     On Shelf    

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TitleData analysis techniques for physical scientists
Author(s)Claude A. Pruneau
PublicationCambridge, Cambridge University Press, 2017.
Descriptionxiii, 704p.
Abstract NoteA comprehensive guide to data analysis techniques for physical scientists, providing a valuable resource for advanced undergraduate and graduate students, as well as seasoned researchers. The book begins with an extensive discussion of the foundational concepts and methods of probability and statistics under both the frequentist and Bayesian interpretations of probability. It next presents basic concepts and techniques used for measurements of particle production cross-sections, correlation functions, and particle identification. Much attention is devoted to notions of statistical and systematic errors, beginning with intuitive discussions and progressively introducing the more formal concepts of confidence intervals, credible range, and hypothesis testing. The book also includes an in-depth discussion of the methods used to unfold or correct data for instrumental effects associated with measurement and process noise as well as particle and event losses, before ending with a presentation of elementary Monte Carlo techniques.
ISBN,Price9781108416788 : UKP 69.99(HB)
Classification53:681.3
Keyword(s)1. DATA CORRECTION METHODS 2. EBOOK 3. EBOOK - CAMBRIDGE UNIVERSITY PRESS 4. Kalman filtering 5. MEASUREMENT TECHNIQUES 6. PROBABILITY 7. SIMULATION TECHNIQUES 8. STATISTICS
Item TypeBook
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
026279     On Shelf    
OB1312   53:681.3/PRU/  On Shelf    

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TitleFoundations and applications of statistics: An Introduction Using R
Author(s)Randall Pruim
PublicationProvidence, American Mathematical Society, 2011.
Descriptionxviii, 615p.
Series(Pune and Applied Undergraduate Texts)
Abstract NoteFoundations and Applications of Statistics simultaneously emphasizes both the foundational and the computational aspects of modern statistics. Engaging and accessible, this book is useful to undergraduate students with a wide range of backgrounds and career goals.
ISBN,Price9781470425777 : Rs. 1320.00(PB)
Classification519.22:681.3.06R
Keyword(s)1. CONTINUOUS DISTRIBUTION 2. LINEAR MODELS (STATISTICS) 3. PROBABILITY 4. PROGRAMMING LANGUAGE - R 5. R PROGRAMMING LANGUAGE 6. STATISTICS
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026070   519.22:681.3.06R/PRU/026070  On Shelf    

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TitleKnowing the odds: An Introduction to Probability
Author(s)John B. Walsh
PublicationProvidence, American Mathematical Society, 2012.
Descriptionxvi, 421p.
Series(Graduate Studies in Mathematics)
Abstract NoteThis book covers in a leisurely manner all the standard material that one would want in a full year probability course with a slant towards applications in financial analysis at the graduate or senior undergraduate honors level. It contains a fair amount of measure theory and real analysis built in but it introduces sigma-fields, measure theory, and expectation in an especially elementary and intuitive way. A large variety of examples and exercises in each chapter enrich the presentation in the text.
ISBN,Price9781470425852 : Rs. 1140.00(PB)
Classification519.21
Keyword(s)1. BROWNIAN MOTION 2. COVERGENCE 3. PROBABILITY 4. RANDOM VARIABLES
Item TypeBook

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Accession#  Call#StatusIssued ToReturn Due On Physical Location
026067   519.21/WAL/026067  On Shelf    

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TitleCertain uncertainty: Nature's Random Ways
Author(s)Mark P. Silverman
PublicationCambridge, Cambridge University Press, 2014.
Descriptionxvi, 617p.
Abstract NoteDescriptionContentsResourcesCoursesAbout the Authors Based around a series of real-life scenarios, this engaging introduction to statistical reasoning will teach you how to apply powerful statistical, qualitative and probabilistic tools in a technical context. From analysis of electricity bills, baseball statistics, and stock market fluctuations, through to profound questions about physics of fermions and bosons, decaying nuclei, and climate change, each chapter introduces relevant physical, statistical and mathematical principles step-by-step in an engaging narrative style, helping to develop practical proficiency in the use of probability and statistical reasoning. With numerous illustrations making it easy to focus on the most important information, this insightful book is perfect for students and researchers of any discipline interested in the interwoven tapestry of probability, statistics, and physics.
ISBN,Price9781107032811 : US $100.00(HB)
Classification519.21:53
Keyword(s)1. EBOOK 2. EBOOK - CAMBRIDGE UNIVERSITY PRESS 3. PROBABILITY 4. RANDOMNESS 5. STATISTICAL PHYSICS 6. STATISTICAL REASONING
Item TypeBook
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
025892   519.21:53/SIL/025982  On Shelf    
OB0447   519.21:53/SIL/  On Shelf    

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TitleRoad to Maxwell's demon: Conceptual Foundations of Statistical Mechanics
Author(s)Meir Hemmo ;Orly R. Shenker
PublicationCambridge, Cambridge University Press, 2012.
Descriptionxii, 327p.
Abstract NoteTime asymmetric phenomena are successfully predicted by statistical mechanics. Yet the foundations of this theory are surprisingly shaky. Its explanation for the ease of mixing milk with coffee is incomplete, and even implies that un-mixing them should be just as easy. In this book the authors develop a new conceptual foundation for statistical mechanics that addresses this difficulty. Explaining the notions of macrostates, probability, measurement, memory, and the arrow of time in statistical mechanics, they reach the startling conclusion that Maxwell's Demon, the famous perpetuum mobile, is consistent with the fundamental physical laws. Mathematical treatments are avoided where possible, and instead the authors use novel diagrams to illustrate the text. This is a fascinating book for graduate students and researchers interested in the foundations and philosophy of physics.
ISBN,Price9781107019683 : UKP 60.00(HB)
Classification531.19
Keyword(s)1. CLASSICAL MECHANICS 2. EBOOK 3. EBOOK - CAMBRIDGE UNIVERSITY PRESS 4. ENTROPY 5. MACROSTATES 6. MAXWELLS DEMON 7. MEASUREMENT 8. PROBABILITY 9. THERMODYNAMICS 10. TIME
Item TypeBook
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
024635   531.19/HEM/024635  On Shelf    
OB0520   531.19/HEM/  On Shelf    

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TitleStatistical methods in experimental physics
Author(s)Frederick James
Edition2nd.
PublicationNew Jersey, World Scientific Publishing Co. Pvt. Ltd., 2006.
Descriptionxviii, 345p.
ISBN,Price9789812705273 : US $39.00(PB)
Classification53.08:519.2
Keyword(s)1. CONVERGENCE THEORY 2. DECISION THOERY 3. GOODNES-OF-FIT TESTS 4. LAW OF LARGE NUMBERS 5. PROBABILITY 6. THEORY OF ESTIMATORS
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023793   53.08:519.2/JAM/023793  On Shelf    

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TitleStatistical physics of particles
Author(s)Mehran Kardar
PublicationCambridge, Cambridge University Press, 2007.
Descriptionx, 320p.
Abstract NoteStatistical physics has its origins in attempts to describe the thermal properties of matter in terms of its constituent particles, and has played a fundamental role in the development of quantum mechanics. Based on lectures taught by Professor Kardar at MIT, this textbook introduces the central concepts and tools of statistical physics. It contains a chapter on probability and related issues such as the central limit theorem and information theory, and covers interacting particles, with an extensive description of the van der Waals equation and its derivation by mean field approximation. It also contains an integrated set of problems, with solutions to selected problems at the end of the book and a complete set of solutions is available to lecturers on a password protected website at www.cambridge.org/9780521873420. A companion volume, Statistical Physics of Fields, discusses non-mean field aspects of scaling and critical phenomena, through the perspective of renormalization group.
ISBN,Price9780521873420 : UKP 45.00(HB)
Classification539.142.2
Keyword(s)1. KINETIC THEORY OF GASES 2. PROBABILITY 3. QUANTUM GASES 4. QUANTUM STATISTICAL MECHANICS 5. STATISTICAL MECHANICS 6. STATISTICAL PHYSICS
Item TypeBook
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
023571   539.142.2/KAR/023571  Issued CS12: Suvas Chaudhary 18/Feb/2022

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TitleAha! solutions
Author(s)Martin Erickson
PublicationWashington, Mathematical Association of America, 2009.
Descriptionxii, 207p.
Series(MAA problem books series)
Abstract NoteThis book is a collection of problems with aha! solutions. The problems are at the level of the college mathematics student, but there should be something of interest for the high school student, the teacher of mathematics, the ``math fan,'' and anyone else who loves mathematical challenges. This collection includes one hundred problems in the areas of arithmetic, geometry, algebra, calculus, probability, number theory, and combinatorics. The problems start out easy and generally get more difficult as you progress through the book. A few solutions require the use of a computer. An important feature of the book is the bonus discussion of related mathematics that follows the solution of each problem. This material is there to entertain and inform you or point you to new questions. If you don't remember a mathematical definition or concept, there is a Toolkit in the back of the book that will help.
ISBN,Price9780883858295 : UKP 30.00(HB)
Classification51
Keyword(s)1. ALGEBRA 2. ARITHMETIC 3. CALCULUS 4. COMBINATORICS 5. GEOMETRY 6. MATHEMATICS 7. NUMBER THEORY 8. PROBABILITY
Item TypeBook

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Accession#  Call#StatusIssued ToReturn Due On Physical Location
023067   51/ERI/023067  On Shelf    

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