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1 Helias, Moritz Statistical Field Theory for Neural Networks I09583 2020 eBook  
2 Michael J. Crawley R book 025414 2012 Book  
3 Samuel S. Wilks Mathematical statistics 024433 1962 Book  
4 Martin A. Tanner Tools for statistical inference: Methods for the exploration of posterior distributions and likelihood functions 022613 1997 Book  
5 A. A. Sveshnikov (ed.) Problems in probability theory, mathematical statistics and theory of random functions 022611 1968 Book  
6 Wasserman, Larry All of statistics : A concise course in statistical inference 021179 2004 Book  
7 SHAO, JUN Mathematical statistics 020682 2003 Book  
8 Nicholas I. Fisher Statistical analysis of circular data 009087 1993 Book  
9 Semyon Rabinovich Measurement errors: Theory and practice 009058 1993 Book  
10 B. Roy Frieden Probability, statistical optics, and data testing: A problem solving approach 008667 1983 Book  
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TitleStatistical Field Theory for Neural Networks
Author(s)Helias, Moritz;Dahmen, David
PublicationCham, 1. Imprint: Springer 2. Springer International Publishing, 2020.
DescriptionXVII, 203 p. 127 illus., 5 illus. in color : online resource
Abstract NoteThis book presents a self-contained introduction to techniques from field theory applied to stochastic and collective dynamics in neuronal networks. These powerful analytical techniques, which are well established in other fields of physics, are the basis of current developments and offer solutions to pressing open problems in theoretical neuroscience and also machine learning. They enable a systematic and quantitative understanding of the dynamics in recurrent and stochastic neuronal networks. This book is intended for physicists, mathematicians, and computer scientists and it is designed for self-study by researchers who want to enter the field or as the main text for a one semester course at advanced undergraduate or graduate level. The theoretical concepts presented in this book are systematically developed from the very beginning, which only requires basic knowledge of analysis and linear algebra
ISBN,Price9783030464448
Keyword(s)1. EBOOK 2. EBOOK - SPRINGER 3. MACHINE LEARNING 4. Mathematical Models of Cognitive Processes and Neural Networks 5. MATHEMATICAL STATISTICS 6. Neural networks (Computer science)?? 7. Neurosciences 8. Probability and Statistics in Computer Science 9. STATISTICAL PHYSICS 10. Statistical Physics and Dynamical Systems
Item TypeeBook
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I09583     On Shelf    

2.     
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TitleR book
Author(s)Michael J. Crawley
Edition2nd.
PublicationChichester, John Wiley and Sons, 2012.
Descriptionxxiv, 1051p.
Abstract NoteThe R language is recognized as one of the most powerful and flexible statistical software packages, enabling users to apply many statistical techniques that would be impossible without such software to help implement such large data sets. R has become an essential tool for understanding and carrying out research.
ISBN,Price9780470973929 : US $100.00(HB)
Classification681.3.06R
Keyword(s)1. COMPUTER PROGRAMING LANGUAGE - R 2. DATA PROCESSING 3. MATHEMATICAL STATISTICS 4. R PROGRAMMING LANGUAGE 5. STATISTICAL SOFTWARE PACKAGE
Item TypeBook

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Accession#  Call#StatusIssued ToReturn Due On Physical Location
025414   681.3.06R/CRA/025414  On Shelf    

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3.     
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TitleMathematical statistics
Author(s)Samuel S. Wilks
EditionXeroxed
PublicationNew York, John Wiley and Sons, 1962.
Descriptionxvi, 644p.
ISBN,Price0.00(Xerox)
Classification519.22
Keyword(s)MATHEMATICAL STATISTICS
Item TypeBook

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Accession#  Call#StatusIssued ToReturn Due On Physical Location
024433   519.22/WIL/024433  On Shelf    

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TitleTools for statistical inference: Methods for the exploration of posterior distributions and likelihood functions
Author(s)Martin A. Tanner
Edition3rd
PublicationNew York 1997.
Descriptionviii, 207p.
Series(Springer series in statistics)
ISBN,Price9780387976887 : 89.95(HB)
Classification519.226
Keyword(s)1. ALGORITHMS 2. EM ALGORITHM 3. LIKELIHOOD FUNCTIONS 4. MATHEMATICAL STATISTICS 5. POSTERIOR DISTRIBUTIONS
Item TypeBook

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Accession#  Call#StatusIssued ToReturn Due On Physical Location
022613   519.226/TAN/022613  On Shelf    

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TitleProblems in probability theory, mathematical statistics and theory of random functions
Author(s)A. A. Sveshnikov (ed.)
PublicationNew York, Dover Publications, Inc., 1968.
Description481p.
ISBN,Price0486637174 : US $22.95(PB)
Classification519.2
Keyword(s)1. FUNCTIONS 2. MARKOV PROCESSES 3. MATHEMATICAL STATISTICS 4. PROBABILITY THEORY 5. RAMDOM FUNCTIONS 6. STATISTICS
Item TypeBook

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Accession#  Call#StatusIssued ToReturn Due On Physical Location
022611   SVE/022611  On Shelf    

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TitleAll of statistics : A concise course in statistical inference
Author(s)Larry Wasserman
PublicationNew York, Springer, 2004.
Descriptionxix, 442p.
Series(Springer texts in statistics)
Contents NoteThis book covers a much wider range of topics than a typical introductory text on mathematical statistics. It includes modern topics like nonparametric curve estimation, bootstrapping and classification, topics that are usually relegated to follow-up courses.
ISBN,Price0387402721 : Euro 69.95
Classification519.22
Keyword(s)1. BOOTSTRAPPING 2. DATA MINING 3. MATHEMATICAL STATISTICS 4. NONPARAMETRIC CURVE ESTIMATION 5. STATISTICS
Item TypeBook

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021179   519.22/WAS/021179  On Shelf    

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TitleMathematical statistics
Author(s)Jun Shao
Edition2nd
PublicationNew York, Springer, 2003.
Description591p.
Series(Springer Texts in Statistics)
ISBN,Price8181282574 : Rs. 895.00
Classification519.22
Keyword(s)MATHEMATICAL STATISTICS
Item TypeBook

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020682   519.22/SHAO/020682  On Shelf    

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TitleStatistical analysis of circular data
Author(s)Nicholas I. Fisher
PublicationCambridge, Cambridge University Press, 1993.
Descriptionxviii,277pp.
Classification519.22
Keyword(s)1. CIRCULAR DATA 2. EBOOK 3. EBOOK - CAMBRIDGE UNIVERSITY PRESS 4. MATHEMATICAL STATISTICS
Item TypeBook
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
009087   519.22/FIS/009087  On Shelf    
OB0878   519.22/FIS/  On Shelf    

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TitleMeasurement errors: Theory and practice
Author(s)Semyon Rabinovich
PublicationNew York, American Institute of Physics, Inc., 1993.
Description271pp.
Classification53.08:519.233.2
Keyword(s)1. ERROR ESTIMATION 2. MATHEMATICAL STATISTICS 3. MEASUREMENT 4. MENSURATION 5. METROLOGY
Item TypeBook

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009058   53.08:519.233.2/RAB/009058  On Shelf    

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TitleProbability, statistical optics, and data testing: A problem solving approach
Author(s)B. Roy Frieden
PublicationNew York, Springer-Verlag, 1983.
Descriptionxvii,404pp.
Series(Springer Series in Information Sciences.)
Classification519.2
Keyword(s)1. MATHEMATICAL STATISTICS 2. PROBABILITY THEORY 3. STATISTICAL OPTICS
Item TypeBook
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008667   519.2/FRI/008667  On Shelf    

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