Analysis of Binary Data

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Author :
Publisher : Routledge
ISBN 13 : 1351466720
Total Pages : 128 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Analysis of Binary Data by : D.R. Cox

Download or read book Analysis of Binary Data written by D.R. Cox and published by Routledge. This book was released on 2018-02-19 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first edition of this book (1970) set out a systematic basis for the analysis of binary data and in particular for the study of how the probability of 'success' depends on explanatory variables. The first edition has been widely used and the general level and style have been preserved in the second edition, which contains a substantial amount of new material. This amplifies matters dealt with only cryptically in the first edition and includes many more recent developments. In addition the whole material has been reorganized, in particular to put more emphasis on m.aximum likelihood methods. There are nearly 60 further results and exercises. The main points are illustrated by practical examples, many of them not in the first edition, and some general essential background material is set out in new Appendices.

Meta-analysis of Binary Data Using Profile Likelihood

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Publisher : CRC Press
ISBN 13 : 9781420011333
Total Pages : 208 pages
Book Rating : 4.0/5 (113 download)

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Book Synopsis Meta-analysis of Binary Data Using Profile Likelihood by : Dankmar Bohning

Download or read book Meta-analysis of Binary Data Using Profile Likelihood written by Dankmar Bohning and published by CRC Press. This book was released on 2008-03-27 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing reliable information on an intervention effect, meta-analysis is a powerful statistical tool for analyzing and combining results from individual studies. Meta-Analysis of Binary Data Using Profile Likelihood focuses on the analysis and modeling of a meta-analysis with individually pooled data (MAIPD). It presents a unifying approach to modeling a treatment effect in a meta-analysis of clinical trials with binary outcomes. After illustrating the meta-analytic situation of an MAIPD with several examples, the authors introduce the profile likelihood model and extend it to cope with unobserved heterogeneity. They describe elements of log-linear modeling, ways for finding the profile maximum likelihood estimator, and alternative approaches to the profile likelihood method. The authors also discuss how to model covariate information and unobserved heterogeneity simultaneously and use the profile likelihood method to estimate odds ratios. The final chapters look at quantifying heterogeneity in an MAIPD and show how meta-analysis can be applied to the surveillance of scrapie. Containing new developments not available in the current literature, along with easy-to-follow inferences and algorithms, this book enables clinicians to efficiently analyze MAIPDs.

The Analysis of Binary Data

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Publisher :
ISBN 13 :
Total Pages : 160 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis The Analysis of Binary Data by : David Roxbee Cox

Download or read book The Analysis of Binary Data written by David Roxbee Cox and published by . This book was released on 1970 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: The linear logistic model; The empirical logistic transform; Exact analysis for a single parameter; Further problems concerning a single parameter; More complex problems; Some further topics.

Practical Binary Analysis

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Publisher : No Starch Press
ISBN 13 : 1593279124
Total Pages : 458 pages
Book Rating : 4.5/5 (932 download)

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Book Synopsis Practical Binary Analysis by : Dennis Andriesse

Download or read book Practical Binary Analysis written by Dennis Andriesse and published by No Starch Press. This book was released on 2018-12-11 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stop manually analyzing binary! Practical Binary Analysis is the first book of its kind to present advanced binary analysis topics, such as binary instrumentation, dynamic taint analysis, and symbolic execution, in an accessible way. As malware increasingly obfuscates itself and applies anti-analysis techniques to thwart our analysis, we need more sophisticated methods that allow us to raise that dark curtain designed to keep us out--binary analysis can help. The goal of all binary analysis is to determine (and possibly modify) the true properties of binary programs to understand what they really do, rather than what we think they should do. While reverse engineering and disassembly are critical first steps in many forms of binary analysis, there is much more to be learned. This hands-on guide teaches you how to tackle the fascinating but challenging topics of binary analysis and instrumentation and helps you become proficient in an area typically only mastered by a small group of expert hackers. It will take you from basic concepts to state-of-the-art methods as you dig into topics like code injection, disassembly, dynamic taint analysis, and binary instrumentation. Written for security engineers, hackers, and those with a basic working knowledge of C/C++ and x86-64, Practical Binary Analysis will teach you in-depth how binary programs work and help you acquire the tools and techniques needed to gain more control and insight into binary programs. Once you've completed an introduction to basic binary formats, you'll learn how to analyze binaries using techniques like the GNU/Linux binary analysis toolchain, disassembly, and code injection. You'll then go on to implement profiling tools with Pin and learn how to build your own dynamic taint analysis tools with libdft and symbolic execution tools using Triton. You'll learn how to: - Parse ELF and PE binaries and build a binary loader with libbfd - Use data-flow analysis techniques like program tracing, slicing, and reaching definitions analysis to reason about runtime flow of your programs - Modify ELF binaries with techniques like parasitic code injection and hex editing - Build custom disassembly tools with Capstone - Use binary instrumentation to circumvent anti-analysis tricks commonly used by malware - Apply taint analysis to detect control hijacking and data leak attacks - Use symbolic execution to build automatic exploitation tools With exercises at the end of each chapter to help solidify your skills, you'll go from understanding basic assembly to performing some of the most sophisticated binary analysis and instrumentation. Practical Binary Analysis gives you what you need to work effectively with binary programs and transform your knowledge from basic understanding to expert-level proficiency.

Modelling Binary Data

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Publisher : Springer
ISBN 13 : 9781489944764
Total Pages : 369 pages
Book Rating : 4.9/5 (447 download)

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Book Synopsis Modelling Binary Data by : D. Collett

Download or read book Modelling Binary Data written by D. Collett and published by Springer. This book was released on 2013-08-22 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Analysis of Binary Data

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Publisher :
ISBN 13 :
Total Pages : 142 pages
Book Rating : 4.:/5 (248 download)

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Book Synopsis The Analysis of Binary Data by : D. R. Cox

Download or read book The Analysis of Binary Data written by D. R. Cox and published by . This book was released on 1987 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Theory of Stochastic Processes

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Publisher : Routledge
ISBN 13 : 135140895X
Total Pages : 408 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis The Theory of Stochastic Processes by : D.R. Cox

Download or read book The Theory of Stochastic Processes written by D.R. Cox and published by Routledge. This book was released on 2017-09-04 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book should be of interest to undergraduate and postgraduate students of probability theory.

Time Series Analysis of Binary Data

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Publisher :
ISBN 13 :
Total Pages : 266 pages
Book Rating : 4.:/5 (287 download)

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Book Synopsis Time Series Analysis of Binary Data by : Daniel MacRae Keenan

Download or read book Time Series Analysis of Binary Data written by Daniel MacRae Keenan and published by . This book was released on 1980 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt:

SPSS for Starters and 2nd Levelers

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Publisher : Springer
ISBN 13 : 3319206001
Total Pages : 375 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis SPSS for Starters and 2nd Levelers by : Ton J. Cleophas

Download or read book SPSS for Starters and 2nd Levelers written by Ton J. Cleophas and published by Springer. This book was released on 2015-10-14 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique point of this book is its low threshold, textually simple and at the same time full of self-assessment opportunities. Other unique points are the succinctness of the chapters with 3 to 6 pages, the presence of entire-commands-texts of the statistical methodologies reviewed and the fact that dull scientific texts imposing an unnecessary burden on busy and jaded professionals have been left out. For readers requesting more background, theoretical and mathematical information a note section with references is in each chapter. The first edition in 2010 was the first publication of a complete overview of SPSS methodologies for medical and health statistics. Well over 100,000 copies of various chapters were sold within the first year of publication. Reasons for a rewrite were four. First, many important comments from readers urged for a rewrite. Second, SPSS has produced many updates and upgrades, with relevant novel and improved methodologies. Third, the authors felt that the chapter texts needed some improvements for better readability: chapters have now been classified according the outcome data helpful for choosing your analysis rapidly, a schematic overview of data, and explanatory graphs have been added. Fourth, current data are increasingly complex and many important methods for analysis were missing in the first edition. For that latter purpose some more advanced methods seemed unavoidable, like hierarchical loglinear methods, gamma and Tweedie regressions and random intercept analyses. In order for the contents of the book to remain covered by the title, the authors renamed the book: SPSS for Starters and 2nd Levelers. Special care was, nonetheless, taken to keep things as simple as possible, simple menu commands are given. The arithmetic is still of a no-more-than high-school level. Step-by-step analyses of different statistical methodologies are given with the help of 60 SPSS data files available through the internet. Because of the lack of time of this busy group of people, the authors have given every effort to produce a text as succinct as possible.

An Introduction to Categorical Data Analysis

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Publisher : John Wiley & Sons
ISBN 13 : 1119405289
Total Pages : 423 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis An Introduction to Categorical Data Analysis by : Alan Agresti

Download or read book An Introduction to Categorical Data Analysis written by Alan Agresti and published by John Wiley & Sons. This book was released on 2018-10-11 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: A valuable new edition of a standard reference The use of statistical methods for categorical data has increased dramatically, particularly for applications in the biomedical and social sciences. An Introduction to Categorical Data Analysis, Third Edition summarizes these methods and shows readers how to use them using software. Readers will find a unified generalized linear models approach that connects logistic regression and loglinear models for discrete data with normal regression for continuous data. Adding to the value in the new edition is: • Illustrations of the use of R software to perform all the analyses in the book • A new chapter on alternative methods for categorical data, including smoothing and regularization methods (such as the lasso), classification methods such as linear discriminant analysis and classification trees, and cluster analysis • New sections in many chapters introducing the Bayesian approach for the methods of that chapter • More than 70 analyses of data sets to illustrate application of the methods, and about 200 exercises, many containing other data sets • An appendix showing how to use SAS, Stata, and SPSS, and an appendix with short solutions to most odd-numbered exercises Written in an applied, nontechnical style, this book illustrates the methods using a wide variety of real data, including medical clinical trials, environmental questions, drug use by teenagers, horseshoe crab mating, basketball shooting, correlates of happiness, and much more. An Introduction to Categorical Data Analysis, Third Edition is an invaluable tool for statisticians and biostatisticians as well as methodologists in the social and behavioral sciences, medicine and public health, marketing, education, and the biological and agricultural sciences.

Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642218806
Total Pages : 382 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Rough Sets, Fuzzy Sets, Data Mining and Granular Computing by : Sergei O. Kuznetsov

Download or read book Rough Sets, Fuzzy Sets, Data Mining and Granular Computing written by Sergei O. Kuznetsov and published by Springer Science & Business Media. This book was released on 2011-06-14 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2011, held in Moscow, Russia in June 2011. The 49 revised full papers presented together with 5 invited and 2 tutorial papers were carefully reviewed and selected from a total of 83 submissions. The papers are organized in topical sections on rough sets and approximations, coverings and granules, fuzzy set models, fuzzy set applications, compound values, feature seletion and reduction, clusters and concepts, rules and trees, image processing, and interactions and visualization.

Analysis of Binary Data

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Author :
Publisher : Halsted Press
ISBN 13 : 9780470181256
Total Pages : 142 pages
Book Rating : 4.1/5 (812 download)

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Book Synopsis Analysis of Binary Data by : David R. Cox

Download or read book Analysis of Binary Data written by David R. Cox and published by Halsted Press. This book was released on 1970 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first edition of this book (1970) set out a systematic basis for the analysis of binary data and in particular for the study of how the probability of 'success' depends on explanatory variables. The first edition has been widely used and the general level and style have been preserved in the second edition, which contains a substantial amount of new material. This amplifies matters dealt with only cryptically in the first edition and includes many more recent developments. In addition the whole material has been reorganized, in particular to put more emphasis on m.aximum likelihood methods. There are nearly 60 further results and exercises. The main points are illustrated by practical examples, many of them not in the first edition, and some general essential background material is set out in new Appendices.

Data Analysis and Rationality in a Complex World

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Publisher : Springer Nature
ISBN 13 : 3030601048
Total Pages : 349 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Data Analysis and Rationality in a Complex World by : Theodore Chadjipadelis

Download or read book Data Analysis and Rationality in a Complex World written by Theodore Chadjipadelis and published by Springer Nature. This book was released on 2021-02-15 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents the latest advances in statistics and data science, including theoretical, methodological and computational developments and practical applications related to classification and clustering, data gathering, exploratory and multivariate data analysis, statistical modeling, and knowledge discovery and seeking. It includes contributions on analyzing and interpreting large, complex and aggregated datasets, and highlights numerous applications in economics, finance, computer science, political science and education. It gathers a selection of peer-reviewed contributions presented at the 16th Conference of the International Federation of Classification Societies (IFCS 2019), which was organized by the Greek Society of Data Analysis and held in Thessaloniki, Greece, on August 26-29, 2019.

Modelling Binary Data, Second Edition

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Publisher : CRC Press
ISBN 13 : 1420057383
Total Pages : 408 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Modelling Binary Data, Second Edition by : David Collett

Download or read book Modelling Binary Data, Second Edition written by David Collett and published by CRC Press. This book was released on 2002-09-25 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the original publication of the bestselling Modelling Binary Data, a number of important methodological and computational developments have emerged, accompanied by the steady growth of statistical computing. Mixed models for binary data analysis and procedures that lead to an exact version of logistic regression form valuable additions to the statistician's toolbox, and author Dave Collett has fully updated his popular treatise to incorporate these important advances. Modelling Binary Data, Second Edition now provides an even more comprehensive and practical guide to statistical methods for analyzing binary data. Along with thorough revisions to the original material-now independent of any particular software package- it includes a new chapter introducing mixed models for binary data analysis and another on exact methods for modelling binary data. The author has also added material on modelling ordered categorical data and provides a summary of the leading software packages. All of the data sets used in the book are available for download from the Internet, and the appendices include additional data sets useful as exercises.

Eclipsing Binary Stars

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Publisher : Springer Science & Business Media
ISBN 13 : 1475731280
Total Pages : 376 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Eclipsing Binary Stars by : Josef Kallrath

Download or read book Eclipsing Binary Stars written by Josef Kallrath and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Focussing on the formulation of mathematical models for the light curves of eclipsing binary stars, and on the algorithms for generating such models, this book provides astronomers, both amateur and professional, with a guide for - specifying an astrophysical model for a set of observations - selecting an algorithm to determine the parameters of the model - estimating the errors of the parameters. It is written for readers with knowledge of basic calculus and linear algebra; appendices cover mathematical details on such matters as optimisation, co-ordinate systems, and specific models. While emphasising the physical and mathematical framework, the discussion remains close to the problems of actual implementation. The book concludes with chapters on specific models and approaches and the authors'views on the structure of future light-curve programs.

Learning Linux Binary Analysis

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Publisher : Packt Publishing Ltd
ISBN 13 : 1782167110
Total Pages : 282 pages
Book Rating : 4.7/5 (821 download)

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Book Synopsis Learning Linux Binary Analysis by : Ryan "elfmaster" O'Neill

Download or read book Learning Linux Binary Analysis written by Ryan "elfmaster" O'Neill and published by Packt Publishing Ltd. This book was released on 2016-02-29 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncover the secrets of Linux binary analysis with this handy guide About This Book Grasp the intricacies of the ELF binary format of UNIX and Linux Design tools for reverse engineering and binary forensic analysis Insights into UNIX and Linux memory infections, ELF viruses, and binary protection schemes Who This Book Is For If you are a software engineer or reverse engineer and want to learn more about Linux binary analysis, this book will provide you with all you need to implement solutions for binary analysis in areas of security, forensics, and antivirus. This book is great for both security enthusiasts and system level engineers. Some experience with the C programming language and the Linux command line is assumed. What You Will Learn Explore the internal workings of the ELF binary format Discover techniques for UNIX Virus infection and analysis Work with binary hardening and software anti-tamper methods Patch executables and process memory Bypass anti-debugging measures used in malware Perform advanced forensic analysis of binaries Design ELF-related tools in the C language Learn to operate on memory with ptrace In Detail Learning Linux Binary Analysis is packed with knowledge and code that will teach you the inner workings of the ELF format, and the methods used by hackers and security analysts for virus analysis, binary patching, software protection and more. This book will start by taking you through UNIX/Linux object utilities, and will move on to teaching you all about the ELF specimen. You will learn about process tracing, and will explore the different types of Linux and UNIX viruses, and how you can make use of ELF Virus Technology to deal with them. The latter half of the book discusses the usage of Kprobe instrumentation for kernel hacking, code patching, and debugging. You will discover how to detect and disinfect kernel-mode rootkits, and move on to analyze static code. Finally, you will be walked through complex userspace memory infection analysis. This book will lead you into territory that is uncharted even by some experts; right into the world of the computer hacker. Style and approach The material in this book provides detailed insight into the arcane arts of hacking, coding, reverse engineering Linux executables, and dissecting process memory. In the computer security industry these skills are priceless, and scarce. The tutorials are filled with knowledge gained through first hand experience, and are complemented with frequent examples including source code.

Statistics at Square One

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Publisher :
ISBN 13 : 9788591016334
Total Pages : 0 pages
Book Rating : 4.0/5 (163 download)

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Book Synopsis Statistics at Square One by : Thomas Douglas Victor Swinscow

Download or read book Statistics at Square One written by Thomas Douglas Victor Swinscow and published by . This book was released on 1983 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: