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Books > Science & Mathematics > Mathematics > Applied mathematics > General

Technical Analysis of Stock Trends (Paperback, 11th edition): Robert D. Edwards, John Magee, W. H. C. Bassetti Technical Analysis of Stock Trends (Paperback, 11th edition)
Robert D. Edwards, John Magee, W. H. C. Bassetti
R1,226 Discovery Miles 12 260 Ships in 9 - 17 working days

Technical Analysis of Stock Trends helps investors make smart, profitable trading decisions by providing proven long- and short-term stock trend analysis. It gets right to the heart of effective technical trading concepts, explaining technical theory such as The Dow Theory, reversal patterns, consolidation formations, trends and channels, technical analysis of commodity charts, and advances in investment technology. It also includes a comprehensive guide to trading tactics from long and short goals, stock selection, charting, low and high risk, trend recognition tools, balancing and diversifying the stock portfolio, application of capital, and risk management. This updated new edition includes patterns and modifiable charts that are tighter and more illustrative. Expanded material is also included on Pragmatic Portfolio Theory as a more elegant alternative to Modern Portfolio Theory; and a newer, simpler, and more powerful alternative to Dow Theory is presented. This book is the perfect introduction, giving you the knowledge and wisdom to craft long-term success.

Mathematics Across Contemporary Sciences - AUS-ICMS, Sharjah, UAE, April 2015 (Hardcover, 1st ed. 2017): Taher Abualrub, Abdul... Mathematics Across Contemporary Sciences - AUS-ICMS, Sharjah, UAE, April 2015 (Hardcover, 1st ed. 2017)
Taher Abualrub, Abdul Salam Jarrah, Sadok Kallel, Hana Sulieman
R4,443 R3,371 Discovery Miles 33 710 Save R1,072 (24%) Ships in 10 - 15 working days

This work presents invited contributions from the second "International Conference on Mathematics and Statistics" jointly organized by the AUS (American University of Sharjah) and the AMS (American Mathematical Society). Addressing several research fields across the mathematical sciences, all of the papers were prepared by faculty members at universities in the Gulf region or prominent international researchers. The current volume is the first of its kind in the UAE and is intended to set new standards of excellence for collaboration and scholarship in the region.

Collected Papers - Volume V 2001-2015 (Hardcover, 1st ed. 2023): Bertram Kostant Collected Papers - Volume V 2001-2015 (Hardcover, 1st ed. 2023)
Bertram Kostant; Edited by Anthony Joseph, Shrawan Kumar, Michele Vergne
R4,684 Discovery Miles 46 840 Ships in 10 - 15 working days

For more than five decades Bertram Kostant has been one of the major architects of modern Lie theory. Virtually all his papers are pioneering with deep consequences, many giving rise to whole new fields of activities. His interests span a tremendous range of Lie theory, from differential geometry to representation theory, abstract algebra, and mathematical physics. It is striking to note that Lie theory (and symmetry in general) now occupies an ever increasing larger role in mathematics than it did in the fifties. Now in the sixth decade of his career, he continues to produce results of astonishing beauty and significance for which he is invited to lecture all over the world. This is the fifth volume (1995-2005) of a five-volume set of Bertram Kostant's collected papers. A distinguished feature of this fifth volume is Kostant's commentaries and summaries of his papers in his own words.

Growth Curves (Hardcover, illustrated edition): Anant Kshirsagar Growth Curves (Hardcover, illustrated edition)
Anant Kshirsagar; Series edited by William R. Schucany; William Smith
R5,355 Discovery Miles 53 550 Ships in 10 - 15 working days

This work describes several statistical techniques for studying repeated measures data, presenting growth curve methods applicable to biomedical, social, animal, agricultural and business research. It details the multivariate development of growth science and repeated measures experiments, covering time-moving covariates, exchangable errors, bioassay results, missing data procedures and nonparametric and Bayesian methods.

Fast Transverse Beam Instability Caused by Electron Cloud Trapped in Combined Function Magnets (Hardcover, 1st ed. 2018):... Fast Transverse Beam Instability Caused by Electron Cloud Trapped in Combined Function Magnets (Hardcover, 1st ed. 2018)
Sergey A. Antipov
R2,653 Discovery Miles 26 530 Ships in 18 - 22 working days

This thesis presents profound insights into the origins and dynamics of beam instabilities using both experimental observations and numerical simulations. When the Recycler Ring, a high-intensity proton beam accelerator at Fermi National Accelerator Laboratory, was commissioned, it became evident that the Recycler beam experiences a very fast instability of unknown nature. This instability was so fast that the existing dampers were ineffective at suppressing it. The nature of this phenomenon, alongside several other poorly understood features of the beam, became one of the biggest puzzles in the accelerator community. The author investigated a hypothesis that the instability arises from an interaction with a dense cloud of electrons accompanying the proton beam. He studied the phenomena experimentally by comparing the dynamics of stable and unstable beams, by numerically simulating the build-up of the electron cloud and its interaction with the beam, and by constructing an analytical model of an electron cloud-driven instability with the electrons trapped in combined-function dipole magnets. He has devised a method to stabilize the beam by a clearing bunch, which conclusively revealed that the instability is caused by the electron cloud, trapped in a strong magnetic field. Finally, he conducted measurements of the microwave propagation through a single dipole magnet. These measurements have confirmed the presence of the electron cloud in combined-function magnets.

Automata Theory and Formal Languages - Concepts and Practices (Paperback): Pallavi Chavan, Ashish Jadhav Automata Theory and Formal Languages - Concepts and Practices (Paperback)
Pallavi Chavan, Ashish Jadhav
R3,337 Discovery Miles 33 370 Ships in 10 - 15 working days

Automata Theory and Formal Languages: Concepts and Practices presents the difficult concepts of automata theory in a straightforward manner, including discussions on diverse concepts and tools that play major roles in developing computing machines, algorithms and code. Automata theory includes numerous concepts such as finite automata, regular grammar, formal languages, context free and context sensitive grammar, push down automata, Turing machine, and decidability, which constitute the backbone of computing machines. This book enables readers to gain sufficient knowledge and experience to construct and solve complex machines. Each chapter begins with key concepts followed by a number of important examples that demonstrate the solution. The book explains concepts and simultaneously helps readers develop an understanding of their application with real-world examples, including application of Context Free Grammars in programming languages and Artificial Intelligence, and cellular automata in biomedical problems.

Interest Rate Modeling. Volume 3 - Products and Risk Management (Hardcover): Leif B.G. Andersen, Vladimir V. Piterbarg Interest Rate Modeling. Volume 3 - Products and Risk Management (Hardcover)
Leif B.G. Andersen, Vladimir V. Piterbarg
R2,651 Discovery Miles 26 510 Ships in 10 - 15 working days

The three volumes of Interest Rate Modeling present a comprehensive and up-to-date treatment of techniques and models used in the pricing and risk management of fixed income securities. Written by two leading practitioners and seasoned industry veterans, this unique series combines finance theory, numerical methods, and approximation techniques to provide the reader with an integrated approach to the process of designing and implementing industrial-strength models for fixed income security valuation and hedging. Aiming to bridge the gap between advanced theoretical models and real-life trading applications, the pragmatic, yet rigorous, approach taken in this book will appeal to students, academics, and professionals working in quantitative finance. The first half of Volume III contains a detailed study of several classes of fixed income securities, ranging from simple vanilla options to highly exotic cancelable and path-dependent derivatives. The analysis is done in product-specific fashion covering, among other subjects, risk characterization, calibration strategies, and valuation methods. In its second half, Volume III studies the general topic of derivative portfolio risk management, with a particular emphasis on the challenging problem of computing smooth price sensitivities to market input perturbations.

Conformal Blocks, Generalized Theta Functions and the Verlinde Formula (Hardcover): Shrawan Kumar Conformal Blocks, Generalized Theta Functions and the Verlinde Formula (Hardcover)
Shrawan Kumar
R4,662 R3,928 Discovery Miles 39 280 Save R734 (16%) Ships in 10 - 15 working days

In 1988, E. Verlinde gave a remarkable conjectural formula for the dimension of conformal blocks over a smooth curve in terms of representations of affine Lie algebras. Verlinde's formula arose from physical considerations, but it attracted further attention from mathematicians when it was realized that the space of conformal blocks admits an interpretation as the space of generalized theta functions. A proof followed through the work of many mathematicians in the 1990s. This book gives an authoritative treatment of all aspects of this theory. It presents a complete proof of the Verlinde formula and full details of the connection with generalized theta functions, including the construction of the relevant moduli spaces and stacks of G-bundles. Featuring numerous exercises of varying difficulty, guides to the wider literature and short appendices on essential concepts, it will be of interest to senior graduate students and researchers in geometry, representation theory and theoretical physics.

Cross Diffusion Systems - Dynamics, Coexistence and Persistence (Hardcover): Dung Le Cross Diffusion Systems - Dynamics, Coexistence and Persistence (Hardcover)
Dung Le
R4,474 Discovery Miles 44 740 Ships in 10 - 15 working days

The introduction of cross diffusivity opens many questions in the theory of reactiondiffusion systems. This book will be the first to investigate such problems presenting new findings for researchers interested in studying parabolic and elliptic systems where classical methods are not applicable. In addition, The Gagliardo-Nirenberg inequality involving BMO norms is improved and new techniques are covered that will be of interest. This book also provides many open problems suitable for interested Ph.D students.

A Handbook of Small Data Sets (Hardcover, Softcover Repri): David J. Hand, Fergus Daly, K. McConway, D. Lunn, E. Ostrowski A Handbook of Small Data Sets (Hardcover, Softcover Repri)
David J. Hand, Fergus Daly, K. McConway, D. Lunn, E. Ostrowski
R5,801 Discovery Miles 58 010 Ships in 10 - 15 working days

This book should be of interest to statistics lecturers who want ready-made data sets complete with notes for teaching.

Geometric Methods in Physics - XXXIII Workshop, Bialowieza, Poland, June 29 - July 5, 2014 (Hardcover, 1st ed. 2015): Piotr... Geometric Methods in Physics - XXXIII Workshop, Bialowieza, Poland, June 29 - July 5, 2014 (Hardcover, 1st ed. 2015)
Piotr Kielanowski, Pierre Bieliavsky, Anatol Odzijewicz, Martin Schlichenmaier, Theodore Voronov
R4,751 R3,441 Discovery Miles 34 410 Save R1,310 (28%) Ships in 10 - 15 working days

This book presents a selection of papers based on the XXXIII Bialowieza Workshop on Geometric Methods in Physics, 2014. The Bialowieza Workshops are among the most important meetings in the field and attract researchers from both mathematics and physics. The articles gathered here are mathematically rigorous and have important physical implications, addressing the application of geometry in classical and quantum physics. Despite their long tradition, the workshops remain at the cutting edge of ongoing research. For the last several years, each Bialowieza Workshop has been followed by a School on Geometry and Physics, where advanced lectures for graduate students and young researchers are presented; some of the lectures are reproduced here. The unique atmosphere of the workshop and school is enhanced by its venue, framed by the natural beauty of the Bialowieza forest in eastern Poland.The volume will be of interest to researchers and graduate students in mathematical physics, theoretical physics and mathematmtics.

Humble Pi - When Math Goes Wrong in the Real World (Paperback): Matt Parker Humble Pi - When Math Goes Wrong in the Real World (Paperback)
Matt Parker
R457 R428 Discovery Miles 4 280 Save R29 (6%) Ships in 18 - 22 working days
Computational Science and High Performance Computing - Russian-German Advanced Research Workshop, Novosibirsk, Russia,... Computational Science and High Performance Computing - Russian-German Advanced Research Workshop, Novosibirsk, Russia, September 30 to October 2, 2003 (Hardcover, 2005 ed.)
Egon Krause, Yurii I Shokin, Nina Shokina
R5,199 Discovery Miles 51 990 Ships in 18 - 22 working days

ThisvolumeispublishedastheproceedingsoftheRussian-GermanAdvanced Research workshop on Computational Science and High Performance C- puting in Novosibirsk Academgorodok in September 2003. The contributions of these proceedings were provided and edited by the authors, chosen after a careful selection and reviewing. The workshop was organized by the Institute of Computational Techno- gies SB RAS (Novosibirsk, Russia) and the High Performance Computing Center Stuttgart (Stuttgart, Germany). The objective was the discussion of the latest results in computational science and to develop a close coope- tion between Russian and German specialists in the above-mentioned ?eld. The main directions of the workshop are associated with the problems of computational hydrodynamics, application of mathematical methods to the development of new generation of materials, environment protection pr- lems, development of algorithms, software and hardware support for hi- performance computation, and designing modern facilities for visualization of computational modelling results. The importance of the workshop topics was con?rmed by the partici- tion of representatives of major research organizations engaged in the so- tion of the most complex problems of mathematical modelling, development of new algorithms, programs and key elements of new information techno- gies. Among the Russian participants were researchers of the Institutes of the Siberian Branch of the Russian Academy of Sciences: Institute of Com- tational Technologies, Institute of Computational Mathematics and Mat- matical Geophysics, Institute of Computational Modelling, Russian Federal Nuclear Center, All-Russian Research Institute of Experimental Physics, - merovo State University.

The Reduction of Physical Theories - A Contribution to the Unity of Physics Part 1: Foundations and Elementary Theory... The Reduction of Physical Theories - A Contribution to the Unity of Physics Part 1: Foundations and Elementary Theory (Hardcover, 1st ed. 2022)
Erhard Scheibe; Translated by Brigitte Falkenburg, Gregg Jaeger
R3,991 Discovery Miles 39 910 Ships in 10 - 15 working days

Using simple physical examples, this work by Erhard Scheibe presents an important and powerful approach to the reduction of physical theories. Novel to the approach is that it is not based, as usual, on a single reduction concept that is fixed once and for all, but on a series of recursively constructed reductions, with which all reductions appear as combinations of very specific elementary reductions. This leaves the general notion of theory reduction initially open and is beneficial for the treatment of the difficult cases of reduction from the fields of special and general relativity, thermodynamics, statistical mechanics,and quantum mechanics, which are treated in the second volume. The book is systematically organized and intended for readers interested in philosophy of science as well as physicists without deep philosophical knowledge.

Bioinformatics - A Practical Guide to Next Generation Sequencing Data Analysis (Paperback): Hamid D. Ismail Bioinformatics - A Practical Guide to Next Generation Sequencing Data Analysis (Paperback)
Hamid D. Ismail
R2,454 Discovery Miles 24 540 Ships in 9 - 17 working days

- The book discusses the recent techniques in NGS data analysis which is the most needed material by biologists (students and researchers) in the wake of numerous genomic projects and the trend toward genomic research. - The book includes both theory and practice for the NGS data analysis. So, readers will understand the concept and learn how to do the analysis using the most recent programs. - The steps of application workflows are written in a manner that can be followed for related projects. - Each chapter includes worked examples with real data available on the NCBI databases. Programming codes and outputs are accompanied with explanation. - The book content is suitable as teaching material for biology and bioinformatics students. Meets the requirements of a complete semester course on Sequencing Data Analysis Covers the latest applications for Next Generation Sequencing Covers data reprocessing, genome assembly, variant discovery, gene profiling, epigenetics, and metagenomics

Pseudo-Bosons and Their Coherent States (Hardcover, 1st ed. 2022): Fabio Bagarello Pseudo-Bosons and Their Coherent States (Hardcover, 1st ed. 2022)
Fabio Bagarello
R3,664 Discovery Miles 36 640 Ships in 10 - 15 working days

This book is based on the analysis of canonical commutation relations (CCRs) and their possible deformations. In light of the recent interest on PT-quantum mechanics, the author presents a special deformed version of the CCRs, and discusses the consequences of this deformation both from a mathematical side, and for its possible applications to physics. These include the analysis of several non self-adjoint Hamiltonians, a novel view to the position and momentum operators, and a general approach to compute path integrals and transition probabilities using the so-called bi-coherent states. The book is meant for researchers and is also suited for advanced students. It can be used as a gentle introduction to some delicate aspects in functional analysis and in quantum mechanics for non self-adjoint observables.

Collected Papers - Volume II 1967-1977 (Hardcover, 1st ed. 2023): Bertram Kostant Collected Papers - Volume II 1967-1977 (Hardcover, 1st ed. 2023)
Bertram Kostant; Edited by Anthony Joseph, Shrawan Kumar, Michele Vergne
R5,365 Discovery Miles 53 650 Ships in 10 - 15 working days

For more than five decades Bertram Kostant has been one of the major architects of modern Lie theory. Virtually all his papers are pioneering with deep consequences, many giving rise to whole new fields of activities. His interests span a tremendous range of Lie theory, from differential geometry to representation theory, abstract algebra, and mathematical physics. It is striking to note that Lie theory (and symmetry in general) now occupies an ever increasing larger role in mathematics than it did in the fifties. Now in the sixth decade of his career, he continues to produce results of astonishing beauty and significance for which he is invited to lecture all over the world. This is the second volume (1965-1975) of a five-volume set of Bertram Kostant's collected papers. A distinguished feature of this second volume is Kostant's commentaries and summaries of his papers in his own words.

Free Boundary Problems Involving Solids (Hardcover): J.M. Chadam, Helen Rasmussen Free Boundary Problems Involving Solids (Hardcover)
J.M. Chadam, Helen Rasmussen
R3,781 Discovery Miles 37 810 Ships in 10 - 15 working days

This is the second of three volumes containing the proceedings of the International Colloquium 'Free Boundary Problems: Theory and Applications', held in Montreal from June 13 to June 22, 1990. The main theme of this volume is the concept of free boundary problems associated with solids. The first free boundary problem, the freezing of water - the Stefan problem - is the prototype of solidification problems which form the main part of this volume. The two sections treting this subject cover a large variety of topics and procedures, ranging from a theoretical mathematical treatment of solvability to numerical procedures for practical problems. Some new and interesting problems in solid mechanics are discussed in the first section while in the last section the important new subject of solid-solid-phase transition is examined.

C++ for Financial Mathematics (Paperback): John Armstrong C++ for Financial Mathematics (Paperback)
John Armstrong
R1,574 Discovery Miles 15 740 Ships in 9 - 17 working days

If you know a little bit about financial mathematics but don't yet know a lot about programming, then C++ for Financial Mathematics is for you. C++ is an essential skill for many jobs in quantitative finance, but learning it can be a daunting prospect. This book gathers together everything you need to know to price derivatives in C++ without unnecessary complexities or technicalities. It leads the reader step-by-step from programming novice to writing a sophisticated and flexible financial mathematics library. At every step, each new idea is motivated and illustrated with concrete financial examples. As employers understand, there is more to programming than knowing a computer language. As well as covering the core language features of C++, this book teaches the skills needed to write truly high quality software. These include topics such as unit tests, debugging, design patterns and data structures. The book teaches everything you need to know to solve realistic financial problems in C++. It can be used for self-study or as a textbook for an advanced undergraduate or master's level course.

Perturbation Theory for Matrix Equations, Volume 9 (Hardcover, New): M. Konstantinov, D. Wei Gu, V. Mehrmann, P. Petkov Perturbation Theory for Matrix Equations, Volume 9 (Hardcover, New)
M. Konstantinov, D. Wei Gu, V. Mehrmann, P. Petkov
R5,503 Discovery Miles 55 030 Ships in 18 - 22 working days

The book is devoted to the perturbation analysis of matrix equations. The importance of perturbation analysis is that it gives a way to estimate the influence of measurement and/or parametric errors in mathematical models together with the rounding errors done in the computational process. The perturbation bounds may further be incorporated in accuracy estimates for the solution computed in finite arithmetic. This is necessary for the development of reliable computational methods, algorithms and software from the viewpoint of modern numerical analysis.


In this book a general perturbation theory for matrix algebraic equations is presented. Local and non-local perturbation bounds are derived for general types of matrix equations as well as for the most important equations arising in linear algebra and control theory. A large number of examples, tables and figures is included in order to illustrate the perturbation techniques and bounds.


Key features:


The first book in this field
Can be used by a variety of specialists
Material is self-contained
Results can be used in the development of reliable computational algorithms
A large number of examples and graphical illustrations are given
Written by prominent specialists in the field
"

Invariant Manifolds and Fibrations for Perturbed Nonlinear Schroedinger Equations (Hardcover, 1997 ed.): Charles Li, Stephen... Invariant Manifolds and Fibrations for Perturbed Nonlinear Schroedinger Equations (Hardcover, 1997 ed.)
Charles Li, Stephen Wiggins
R1,503 Discovery Miles 15 030 Ships in 18 - 22 working days

In this monograph the authors present detailed and pedagogic proofs of persistence theorems for normally hyperbolic invariant manifolds and their stable and unstable manifolds for classes of perturbations of the NLS equation, as well as for the existence and persistence of fibrations of these invariant manifolds. Their techniques are based on an infinite dimensional generalisation of the graph transform and can be viewed as an infinite dimensional generalisation of Fenichels results. As such, they may be applied to a broad class of infinite dimensional dynamical systems.

From Learning Theory to Connectionist Theory - Essays in Honor of William K. Estes, Volume I; From Learning Processes to... From Learning Theory to Connectionist Theory - Essays in Honor of William K. Estes, Volume I; From Learning Processes to Cognitive Processes, Volume II (Hardcover)
Alice F. Healy, Stephen M. Kosslyn, Richard M. Shiffrin
R4,505 Discovery Miles 45 050 Ships in 10 - 15 working days

These two volumes consist of chapters written by students and colleagues of W.K. Estes. The books' contributors -- themselves eminent figures in the field -- reflect on Estes' sweeping contributions to mathematical as well as cognitive and experimental psychology. As indicated by their titles, Volume I features mathematical and theoretical essays, and Volume II presents cognitive and experimental essays. Both volumes contain insightful literature reviews as well as descriptions of exciting new theoretical and empirical advances. Many of the essays also incorporate personal reminiscences reflecting the authors' fond affection for their illustrious mentor.

Approximation Algorithms and Semidefinite Programming (Hardcover, 2012): Bernd Gartner, Jiri Matousek Approximation Algorithms and Semidefinite Programming (Hardcover, 2012)
Bernd Gartner, Jiri Matousek
R2,220 Discovery Miles 22 200 Ships in 18 - 22 working days

Semidefinite programs constitute one of the largest classes of optimization problems that can be solved with reasonable efficiency - both in theory and practice. They play a key role in a variety of research areas, such as combinatorial optimization, approximation algorithms, computational complexity, graph theory, geometry, real algebraic geometry and quantum computing. This book is an introduction to selected aspects of semidefinite programming and its use in approximation algorithms. It covers the basics but also a significant amount of recent and more advanced material.

There are many computational problems, such as MAXCUT, for which one cannot reasonably expect to obtain an exact solution efficiently, and in such case, one has to settle for approximate solutions. For MAXCUT and its relatives, exciting recent results suggest that semidefinite programming is probably the ultimate tool. Indeed, assuming the Unique Games Conjecture, a plausible but as yet unproven hypothesis, it was shown that for these problems, known algorithms based on semidefinite programming deliver the best possible approximation ratios among all polynomial-time algorithms.

This book follows the "semidefinite side" of these developments, presenting some of the main ideas behind approximation algorithms based on semidefinite programming. It develops the basic theory of semidefinite programming, presents one of the known efficient algorithms in detail, and describes the principles of some others. It also includes applications, focusing on approximation algorithms."

Numerical Methods for Elliptic and Parabolic Partial Differential Equations (Hardcover, 2003 ed.): Peter Knabner, Lutz Angerman Numerical Methods for Elliptic and Parabolic Partial Differential Equations (Hardcover, 2003 ed.)
Peter Knabner, Lutz Angerman
R2,029 R1,660 Discovery Miles 16 600 Save R369 (18%) Ships in 10 - 15 working days

This text provides an application oriented introduction to the numerical methods for partial differential equations. It covers finite difference, finite element and finite volume methods, interweaving theory and applications throughout. Extensive exercises are provided throughout the text. Graduate students in mathematics, engineering and physics will find this book useful.

The Art of Quantitative Finance Vol.2 - Volatilities, Stochastic Analysis and Valuation Tools (Hardcover, 1st ed. 2023):... The Art of Quantitative Finance Vol.2 - Volatilities, Stochastic Analysis and Valuation Tools (Hardcover, 1st ed. 2023)
Gerhard Larcher
R3,380 Discovery Miles 33 800 Ships in 18 - 22 working days

This textbook provides the necessary techniques from financial mathematics and stochastic analysis for the valuation of more complex financial products and strategies. The author discusses how to make use of mathematical methods to analyse volatilities in capital markets. Furthermore, he illustrates how to apply and extend the Black-Scholes theory to several fields in finance. In the final section of the book, the author introduces the readers to the fundamentals of stochastic analysis and presents examples of applications. This book builds on the previous volume of the author’s trilogy on quantitative finance. The aim of the second volume is to present and discuss more complex and advanced techniques of modern financial mathematics in a way that is intuitive and easy to follow. As in the previous volume, the author provides financial mathematicians with insights into practical requirements when applying financial mathematical techniques in the real world.  

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