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1 Frederic Abergel (ed.) Econophysics and Sociophysics: Recent Progress and Future Directions I08636 2017 eBook  
2 Douglas G. Martinson Quantitative methods of data analysis for the physical sciences and engineering 026494 2018 Book  
3 Claude A. Pruneau Data analysis techniques for physical scientists 026279 2017 Book  
4 Christopher M. Bishop Pattern recognition and machine learning 026213 2011 Book  
5 Randall Pruim Foundations and applications of statistics: An Introduction Using R 026070 2011 Book  
6 Dietrich Stoyan Fractals, random shapes and point fields: Methods of Geometrical Statistics 026079 1994 Book  
7 Frederick L. Coolidge Statistics: A Gentle Introduction 024661 2013 Book  
8 Markus Aschwanden Self-organized criticality in astrophysics: The Statistics of nonlinear processes in the universe 024385 2011 Book  
9 Bradley Efron Introduction to the bootstrap 023404 1994 Book  
10 Xin Yan Linear regression analysis: Theory and computing 023030 2009 Book  
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TitleEconophysics and Sociophysics: Recent Progress and Future Directions
Author(s)Frederic Abergel (ed.);Hideaki Aoyama (ed.);Bikas K. Chakrabarti (ed.);Anirban Chakraborti (ed.);Deo, Nivedita;Raina, Dhruv;Vodenska, Irena
PublicationCham, Imprint: Springer, 2017.
DescriptionVIII, 256 p. 85 illus., 77 illus. in color : online resource
Abstract NoteThis book presents the proceedings from ECONOPHYS-2015, an international workshop held in New Delhi, India, on the interrelated fields of "econophysics" and "sociophysics", which have emerged from the application of statistical physics to economics and sociology. Leading researchers from varied communities, including economists, sociologists, financial analysts, mathematicians, physicists, statisticians, and others, report on their recent work, discuss topical issues, and review the relevant contemporary literature. A society can be described as a group of people who inhabit the same geographical or social territory and are mutually involved through their shared participation in different aspects of life. It is possible to observe and characterize average behaviors of members of a society, an example being voting behavior. Moreover, the dynamic nature of interaction within any economic sector comprising numerous cooperatively interacting agents has many features in common with the interacting systems of statistical physics. It is on these bases that interest has grown in the application within sociology and economics of the tools of statistical mechanics. This book will be of value for all with an interest in this flourishing field
ISBN,Price9783319477053
Keyword(s)1. Applications of Graph Theory and Complex Networks 2. Data-driven Science, Modeling and Theory Building 3. EBOOK 4. EBOOK - SPRINGER 5. ECONOPHYSICS 6. Sociophysics 7. STATISTICS 8. Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences 9. Statistics??
Item TypeeBook
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I08636     On Shelf    

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TitleQuantitative methods of data analysis for the physical sciences and engineering
Author(s)Douglas G. Martinson
PublicationCambridge, Cambridge University Press, 2018.
Descriptionxiv,614p.
Abstract NoteThis book provides thorough and comprehensive coverage of most of the new and important quantitative methods of data analysis for graduate students and practitioners. In recent years, data analysis methods have exploded alongside advanced computing power, and it is critical to understand such methods to get the most out of data, and to extract signal from noise. The book excels in explaining difficult concepts through simple explanations and detailed explanatory illustrations. Most unique is the focus on confidence limits for power spectra and their proper interpretation, something rare or completely missing in other books. Likewise, there is a thorough discussion of how to assess uncertainty via use of Expectancy, and the easy to apply and understand Bootstrap method. The book is written so that descriptions of each method are as self-contained as possible. Many examples are presented to clarify interpretations, as are user tips in highlighted boxes.
ISBN,Price9781107029767 : £ 49.99(HB)
Classification519.22/.25
Keyword(s)1. DATA ANALYSIS 2. PROBABILITY THEORY 3. SEQUENTIAL DATA ANALYSIS 4. STATISTICS
Item TypeBook

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026494   519.22/.25/MAR/026949  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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026279     On Shelf    
OB1312   53:681.3/PRU/  On Shelf    

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TitlePattern recognition and machine learning
Author(s)Christopher M. Bishop
PublicationNew York, Springer, 2011.
Descriptionxx, 738
ISBN,Price9780387310732 : Rs.3399
Classification621.397.3:681.3
Keyword(s)1. BIOINFORMATICS 2. COMPUTER SCIENCE 3. COMPUTER VISION 4. DATA MINING 5. MACHINE LEARNING 6. NKN PROJECT 7. SIGNAL PROCESSING 8. STATISTICS
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026213   621.397.3:681.3/BIS/026213  Issued PP07: Prasia P. 23/Jul/2022
PP0019   621.397.3:681.3/BIS/PP0019  Issued AK01: Kembhavi 12/Jun/2022

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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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TitleFractals, random shapes and point fields: Methods of Geometrical Statistics
Author(s)Dietrich Stoyan;Helga Stoyan
PublicationChichester, John Wiley and Sons, 1994.
Descriptionxiv, 389p.
Abstract NoteIn Part I the reader is introduced to the methods of measuring the fractal dimension of irregular geometric structures. Part II demonstrates important modern methods for the statistical analysis of random shapes. The statistical theory of point fields, with and without marks, is introduced in Part III. Each of the three sections concentrates on the mathematical ideas, rather than detailed proofs, and can be read independently.
ISBN,Price9780471937576 : US $343.00(HB)
Classification519.22
Keyword(s)1. FRACTALS 2. POINT FIELD STATISTICS 3. STATISTICS 4. STATISTICS OF SHAPES
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026079   519.22/STO/026079  On Shelf    

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TitleStatistics: A Gentle Introduction
Author(s)Frederick L. Coolidge
Edition3rd.
PublicationLondon, Sage Publications, 2013.
Descriptionxxiv, 458p.
Abstract NoteBook is an introductory stats class needn’t be difficult or dull! This textbook has been specifically designed to curtail students’ anxieties and minimize unnecessary formulas, while providing a comprehensive review of basic statistical designs and analyses. A wealth of additional real-world examples have been included to give a sense of how the science of statistics works, solves problems, and helps us make informed choices about the world we live in. The author minimizes the use of formulas, but provides a step-by-step approach to their solution, and includes a glossary of key terms, symbols, and definitions at the end of each chapter. Every chapter also includes a short story about historical and contemporary statisticians who figured prominently in the evolution of the discipline of statistics. New to the Third Edition is the thorough incorporation of SPSS throughout, more visual material and figures, and an enhanced treatment of effect sizes, and more detailed explanation of statistical concepts.
ISBN,Price9781412991711 : US $70.00(PB)
Classification519.22
Keyword(s)1. ANALYSIS OF VARIANCE 2. ANOVA 3. DESCRIPTIVE STATISTICS 4. STATISTICS 5. t TEST
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024661   519.22/COO/024661  On Shelf    

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TitleSelf-organized criticality in astrophysics: The Statistics of nonlinear processes in the universe
Author(s)Markus Aschwanden
PublicationHeidelberg, Springer, 2011.
Descriptionxiv, 416p.
Abstract NoteThe concept of 'self-organized criticality' (SOC) has been applied to a variety of problems, ranging from population growth and traffic jams to earthquakes, landslides and forest fires. The technique is now being applied to a wide range of phenomena in astrophysics, such as planetary magnetospheres, solar flares, cataclysmic variable stars, accretion disks, black holes and gamma-ray bursts, and also to phenomena in galactic physics and cosmology. Self-organized Criticality in Astrophysics introduces the concept of SOC and shows that, due to its universality and ubiquity, it is a law of nature. The theoretical framework and specific physical models are described, together with a range of applications in various aspects of astrophyics. The mathematical techniques, including the statistics of random processes, time series analysis, time scale and waiting time distributions, are presented and the results are applied to specific observations of astrophysical phenomena.
ISBN,Price9783642150005 : Euro 89.95(HB)
Classification52-1/-8:530.16
Keyword(s)1. ASTROPHYSICS 2. NONLINEAR PROCESSES 3. NONLINEAR THEORIES 4. SELF-ORGANIZED CRITICALIT 5. SOLAR FLARES 6. STATISTICS 7. STELLAR FLARES
Item TypeBook
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024385   52-1/-8:530.16/ASC/024385  On Shelf    

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TitleIntroduction to the bootstrap
Author(s)Bradley Efron;Robert J. Tibshirani
PublicationBoca Raton, Chapman & Hall/CRC, 1994.
Descriptionxvi, 436p.
Series(Monographs on Statistical and Applied Probability)
ISBN,Price978-0412042317 : 69.99(HB)
Classification519.22
Keyword(s)1. BOOTSTRAP 2. STATISTICS
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023404   519.22/EFR/023404  On Shelf    

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TitleLinear regression analysis: Theory and computing
Author(s)Xin Yan;Xiao Gang Su
PublicationNew Jersey, World Scientific Publishing Co. Pvt. Ltd., 2009.
Descriptionxix, 328p.
Abstract NoteBook presents in detail the fundamental theories of linear regression analysis and diagnosis, and relevant statistical computing techniques so that readers are able to actually model the data using the techniques described in the book. Book is suitable for graduate students who are either majoring in statistics/ biostatistics or using linear regression analysis substantially in their subject area.
ISBN,Price9789812834102 : US $85.00(HB)
Classification519.233.5
Keyword(s)1. BIOSTATISTICS 2. EBOOK 3. EBOOK - WORLD SCIENTIFIC 4. LINEAR REGRESSION 5. STATISTICS
Item TypeBook
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023030   519.233.5/YAN/023030  On Shelf    
OB1236   519.233.5/YAN/  On Shelf    

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