Field Guide To Continuous Probability Distributions
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Field Guide To Continuous Probability Distributions
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Author : Gavin E Crooks
language : en
Publisher:
Release Date : 2019-04
Field Guide To Continuous Probability Distributions written by Gavin E Crooks and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-04 with categories.
A common problem is that of describing the probability distribution of a single, continuous variable. A few distributions, such as the normal and exponential, were discovered in the 1800's or earlier. But about a century ago the great statistician, Karl Pearson, realized that the known probability distributions were not sufficient to handle all of the phenomena then under investigation, and set out to create new distributions with useful properties. During the 20th century this process continued with abandon and a vast menagerie of distinct mathematical forms were discovered and invented, investigated, analyzed, rediscovered and renamed, all for the purpose of describing the probability of some interesting variable. There are hundreds of named distributions and synonyms in current usage. The apparent diversity is unending and disorienting. Fortunately, the situation is less confused than it might at first appear. Most common, continuous, univariate, unimodal distributions can be organized into a small number of distinct families, which are all special cases of a single Grand Unified Distribution. This compendium details these hundred or so simple distributions, their properties and their interrelations.
Variation Aware Design Of Custom Integrated Circuits A Hands On Field Guide
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Author : Trent McConaghy
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-10-02
Variation Aware Design Of Custom Integrated Circuits A Hands On Field Guide written by Trent McConaghy and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-02 with Technology & Engineering categories.
This book targets custom IC designers who are encountering variation issues in their designs, especially for modern process nodes at 45nm and below, such as statistical process variations, environmental variations, and layout effects. It teaches them the state-of-the-art in Variation-Aware Design tools, which help the designer to analyze quickly the variation effects, identify the problems, and fix the problems. Furthermore, this book describes the algorithms and algorithm behavior/performance/limitations, which is of use to designers considering these tools, designers using these tools, CAD researchers, and CAD managers.
A Field Guide To Dynamical Recurrent Networks
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Author : John F. Kolen
language : en
Publisher: John Wiley & Sons
Release Date : 2001-01-15
A Field Guide To Dynamical Recurrent Networks written by John F. Kolen and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-01-15 with Technology & Engineering categories.
Acquire the tools for understanding new architectures and algorithms of dynamical recurrent networks (DRNs) from this valuable field guide, which documents recent forays into artificial intelligence, control theory, and connectionism. This unbiased introduction to DRNs and their application to time-series problems (such as classification and prediction) provides a comprehensive overview of the recent explosion of leading research in this prolific field. A Field Guide to Dynamical Recurrent Networks emphasizes the issues driving the development of this class of network structures. It provides a solid foundation in DRN systems theory and practice using consistent notation and terminology. Theoretical presentations are supplemented with applications ranging from cognitive modeling to financial forecasting. A Field Guide to Dynamical Recurrent Networks will enable engineers, research scientists, academics, and graduate students to apply DRNs to various real-world problems and learn about different areas of active research. It provides both state-of-the-art information and a road map to the future of cutting-edge dynamical recurrent networks.
A Field Guide To Genetic Programming
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Author :
language : en
Publisher: Lulu.com
Release Date : 2008
A Field Guide To Genetic Programming written by and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computers categories.
Genetic programming (GP) is a systematic, domain-independent method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. Using ideas from natural evolution, GP starts from an ooze of random computer programs, and progressively refines them through processes of mutation and sexual recombination, until high-fitness solutions emerge. All this without the user having to know or specify the form or structure of solutions in advance. GP has generated a plethora of human-competitive results and applications, including novel scientific discoveries and patentable inventions. This unique overview of this exciting technique is written by three of the most active scientists in GP. See www.gp-field-guide.org.uk for more information on the book.
The Mathematics Compendium A Comprehensive Guide To Mathematical Minds
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-07-07
The Mathematics Compendium A Comprehensive Guide To Mathematical Minds written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-07 with Mathematics categories.
**The Mathematics Compendium: A Comprehensive Guide to Mathematical Minds** is the definitive reference guide to the world of mathematics. This book covers a wide range of topics, from the history of mathematics to the latest developments in the field. Whether you are a student, a teacher, or simply someone who is interested in learning more about mathematics, this book has something to offer you. In this book, you will find: * An overview of the history of mathematics, from the ancient Greeks to the present day * A discussion of the different branches of mathematics, including algebra, geometry, calculus, and statistics * Biographical sketches of some of the most famous mathematicians, including Euclid, Archimedes, Newton, and Einstein * A glossary of mathematical terms * A bibliography of mathematical resources This book is designed to be a valuable resource for anyone who wants to learn more about mathematics. Whether you are a student looking for a textbook, a teacher looking for a reference guide, or simply someone who is interested in learning more about the world of mathematics, this book has something to offer you. Mathematics is the study of patterns and relationships. It is a way of thinking that can help us to understand the world around us. Mathematics is used in every field of human endeavor, from science and engineering to business and finance. It is a powerful tool that can be used to solve problems and make predictions. The history of mathematics is long and fascinating. The ancient Greeks made significant contributions to the field, developing geometry and algebra. The Arabs and Indians also made important contributions, and in the Renaissance, mathematics began to flourish in Europe. The 19th and 20th centuries saw the development of calculus and other new branches of mathematics. Today, mathematics continues to be a vibrant and growing field. New discoveries are being made all the time, and mathematics is being used to solve some of the most challenging problems facing humanity. This book is just a small introduction to the vast world of mathematics. We hope that it will inspire you to learn more about this fascinating subject. If you like this book, write a review on google books!
Statistika Spasial Titik Respons Kontinu
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Author : Purhadi
language : id
Publisher: Penerbit Andi
Release Date : 2025-07-09
Statistika Spasial Titik Respons Kontinu written by Purhadi and has been published by Penerbit Andi this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-09 with Education categories.
Buku ini menawarkan panduan lengkap tentang pengembangan dan penerapan model regresi untuk respons yang tidak berdistribusi normal. Buku ini secara khusus membahas model regresi gamma, mulai dari model sederhana univariate hingga model multivariate yang lebih kompleks. Pembahasan diawali dengan dasar-dasar distribusi gamma dan univariate gamma regression (UGR) yang meliputi metode estimasi parameter serta pengujian hipotesis. Selanjutnya, buku ini mengeksplorasi Geographically Weighted Gamma Regression (GWGR), sebuah model yang memperhitungkan pengaruh spasial dalam analisis data, serta cara-cara melakukan uji serentak dan parsial untuk mengevaluasi signifikansi parameter model tersebut. Buku ini juga mencakup Model Multivariate Gamma Regression (MGR) dan variannya, seperti Geographically Weighted Multivariate Gamma Regression (GWMGR) dan Geographically and Temporally Weighted Bivariate Gamma Regression (GTWBGR) yang memungkinkan analisis data bervariabel banyak dengan pengaruh geografis dan temporal. Selain menjelaskan teori di balik setiap model, buku ini dilengkapi dengan algoritma estimasi parameter, pengujian hipotesis, serta berbagai aplikasi praktis dalam bidang ekonomi, lingkungan, dan data spasial. Buku ini sangat cocok bagi akademisi, peneliti, dan praktisi yang mencari pendekatan statistika modern untuk analisis data spasial¬ temporal yang kompleks.
Scientific Inventory Of Onshore Federal Lands Oil And Gas Resources And The Extent And Nature Of Restrictions Or Impediments To Their Development
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Author :
language : en
Publisher:
Release Date : 2006
Scientific Inventory Of Onshore Federal Lands Oil And Gas Resources And The Extent And Nature Of Restrictions Or Impediments To Their Development written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Electronic government information categories.
Reliable Design Of Electronic Equipment
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Author : Dhanasekharan Natarajan
language : en
Publisher: Springer
Release Date : 2014-08-02
Reliable Design Of Electronic Equipment written by Dhanasekharan Natarajan and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-08-02 with Technology & Engineering categories.
This book explains reliability techniques with examples from electronics design for the benefit of engineers. It presents the application of de-rating, FMEA, overstress analyses and reliability improvement tests for designing reliable electronic equipment. Adequate information is provided for designing computerized reliability database system to support the application of the techniques by designers. Pedantic terms and the associated mathematics of reliability engineering discipline are excluded for the benefit of comprehensiveness and practical applications. This book offers excellent support for electrical and electronics engineering students and professionals, bridging academic curriculum with industrial expectations.
Interpreting Statistics A Comprehensive Guide For Everyday Decision Making
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Author : Pasquale De Marco
language : en
Publisher: Pasquale De Marco
Release Date : 2025-05-16
Interpreting Statistics A Comprehensive Guide For Everyday Decision Making written by Pasquale De Marco and has been published by Pasquale De Marco this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-16 with Mathematics categories.
In an era defined by data, "Interpreting Statistics: A Comprehensive Guide for Everyday Decision-Making" emerges as an invaluable resource, empowering you to navigate the complexities of statistical analysis and unlock the insights hidden within data. Delve into the fascinating world of statistics, where numbers tell stories and patterns reveal hidden truths. This comprehensive guide is your key to understanding the language of statistics, enabling you to make sense of data and draw informed conclusions. With crystal-clear explanations and engaging real-world examples, this book demystifies statistical concepts and techniques, transforming them from abstract theories into practical tools that can be applied to every aspect of your life. Whether you're a student seeking to excel in your studies, a professional aiming to make data-driven decisions, or simply someone curious about the world around you, this book is your ultimate companion. Discover the power of descriptive statistics to summarize and present data in a meaningful way. Learn how to use inferential statistics to draw conclusions about a larger population based on a smaller sample. Explore the world of probability distributions and their role in modeling random phenomena. Master the art of hypothesis testing to evaluate claims and make informed decisions. Unravel the intricacies of correlation and regression analysis to uncover relationships between variables. Delve into sampling methods and understand how to select representative data to ensure accurate results. "Interpreting Statistics" is more than just a textbook; it's an invitation to embark on a journey of discovery, where you'll gain the skills and confidence to analyze data like a pro. With its conversational tone and accessible approach, this book makes statistics approachable and enjoyable, transforming you from a passive observer of data into an active decision-maker. Embrace the transformative power of statistics and unlock the secrets hidden within data. "Interpreting Statistics" is your ultimate guide to making sense of the world around you, empowering you to make informed choices and achieve success in every aspect of your life. If you like this book, write a review on google books!
Beginner S Guide To R Programming
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Author : Agasti Khatri
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Beginner S Guide To R Programming written by Agasti Khatri and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Computers categories.
Discover the world of data analysis with "Beginner's Guide to R Programming." This comprehensive resource is crafted to help individuals learn the R programming language and explore its diverse applications. Whether you're a complete beginner or an experienced analyst, our book offers a structured learning path that starts with the basics and progresses to advanced topics like statistical analysis, data visualization, and machine learning. Each chapter includes practical examples, exercises, and real-world case studies, encouraging hands-on experimentation with R code. You'll delve into data types, functions, data manipulation, statistical analysis, data visualization, and more, building a solid foundation in R programming and data analysis. Complex concepts are explained in clear, easy-to-understand language, with visual aids, code snippets, and step-by-step tutorials to help you grasp key ideas effectively. The book emphasizes practical applications of R in real-world scenarios, showcasing how you can use R to solve problems, analyze data, make informed decisions, and communicate insights. With access to supplementary resources, including downloadable datasets, code samples, and additional exercises, you'll further enhance your learning experience and practice your skills.