The Cram R Lundberg Model And Its Variants
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The Varieties Of Contemplative Experiences And Practices
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Author : Sucharit Katyal
language : en
Publisher: Frontiers Media SA
Release Date : 2023-07-05
The Varieties Of Contemplative Experiences And Practices written by Sucharit Katyal and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-05 with Science categories.
Regular Variation
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Author : N. H. Bingham
language : en
Publisher: Cambridge University Press
Release Date : 1989-06-15
Regular Variation written by N. H. Bingham and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989-06-15 with Mathematics categories.
A comprehensive account of the theory and applications of regular variation.
Interpretable Machine Learning
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Author : Christoph Molnar
language : en
Publisher: Lulu.com
Release Date : 2020
Interpretable Machine Learning written by Christoph Molnar and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with Computers categories.
This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simple, interpretable models such as decision trees, decision rules and linear regression. Later chapters focus on general model-agnostic methods for interpreting black box models like feature importance and accumulated local effects and explaining individual predictions with Shapley values and LIME. All interpretation methods are explained in depth and discussed critically. How do they work under the hood? What are their strengths and weaknesses? How can their outputs be interpreted? This book will enable you to select and correctly apply the interpretation method that is most suitable for your machine learning project.
Models In Population Community And Ecosystem Dynamics
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Author : Mehdi Cherif
language : en
Publisher: Frontiers Media SA
Release Date : 2024-04-01
Models In Population Community And Ecosystem Dynamics written by Mehdi Cherif and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-04-01 with Science categories.
Mathematical Methods Of Statistics
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Author : Harald Cramér
language : en
Publisher: Princeton University Press
Release Date : 1999-04-12
Mathematical Methods Of Statistics written by Harald Cramér and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999-04-12 with Mathematics categories.
In this classic of statistical mathematical theory, Harald Cram r joins the two major lines of development in the field: while British and American statisticians were developing the science of statistical inference, French and Russian probabilitists transformed the classical calculus of probability into a rigorous and pure mathematical theory. The result of Cram r's work is a masterly exposition of the mathematical methods of modern statistics that set the standard that others have since sought to follow. For anyone with a working knowledge of undergraduate mathematics the book is self contained. The first part is an introduction to the fundamental concept of a distribution and of integration with respect to a distribution. The second part contains the general theory of random variables and probability distributions while the third is devoted to the theory of sampling, statistical estimation, and tests of significance.
Functional Mechanisms At The Avian Gut Microbiome Intestinal Immunity Interface And Its Regulation Of Avian Physiological Responses
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Author : Michael Kogut
language : en
Publisher: Frontiers Media SA
Release Date : 2022-11-25
Functional Mechanisms At The Avian Gut Microbiome Intestinal Immunity Interface And Its Regulation Of Avian Physiological Responses written by Michael Kogut and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-25 with Science categories.
Closing The Gap In A Generation
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Author : WHO Commission on Social Determinants of Health
language : en
Publisher: World Health Organization
Release Date : 2008
Closing The Gap In A Generation written by WHO Commission on Social Determinants of Health and has been published by World Health Organization this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Medical categories.
Social justice is a matter of life and death. It affects the way people live, their consequent chance of illness, and their risk of premature death. We watch in wonder as life expectancy and good health continue to increase in parts of the world and in alarm as they fail to improve in others.
Applied Probability And Queues
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Author : Søren Asmussen
language : en
Publisher: Springer Science & Business Media
Release Date : 2003-05-15
Applied Probability And Queues written by Søren Asmussen 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 2003-05-15 with Business & Economics categories.
"This book is a highly recommendable survey of mathematical tools and results in applied probability with special emphasis on queueing theory....The second edition at hand is a thoroughly updated and considerably expended version of the first edition.... This book and the way the various topics are balanced are a welcome addition to the literature. It is an indispensable source of information for both advanced graduate students and researchers." --MATHEMATICAL REVIEWS
The Cambridge Handbook Of Psychology And Economic Behaviour
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Author : Alan Lewis
language : en
Publisher: Cambridge University Press
Release Date : 2018-02-15
The Cambridge Handbook Of Psychology And Economic Behaviour written by Alan Lewis and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-15 with Psychology categories.
There has recently been an escalated interest in the interface between psychology and economics. The Cambridge Handbook of Psychology and Economic Behaviour is a valuable reference dedicated to improving our understanding of the economic mind and economic behaviour. Employing empirical methods - including laboratory and field experiments, observations, questionnaires and interviews - the Handbook provides comprehensive coverage of theory and method, financial and consumer behaviour, the environment and biological perspectives. This second edition also includes new chapters on topics such as neuroeconomics, unemployment, debt, behavioural public finance, and cutting-edge work on fuzzy trace theory and robots, cyborgs and consumption. With distinguished contributors from a variety of countries and theoretical backgrounds, the Handbook is an important step forward in the improvement of communications between the disciplines of psychology and economics that will appeal to academic researchers and graduates in economic psychology and behavioral economics.
Hands On Machine Learning With R
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Author : Brad Boehmke
language : en
Publisher: CRC Press
Release Date : 2019-11-07
Hands On Machine Learning With R written by Brad Boehmke and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-07 with Business & Economics categories.
Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, keras, and others to effectively model and gain insight from their data. The book favors a hands-on approach, providing an intuitive understanding of machine learning concepts through concrete examples and just a little bit of theory. Throughout this book, the reader will be exposed to the entire machine learning process including feature engineering, resampling, hyperparameter tuning, model evaluation, and interpretation. The reader will be exposed to powerful algorithms such as regularized regression, random forests, gradient boosting machines, deep learning, generalized low rank models, and more! By favoring a hands-on approach and using real word data, the reader will gain an intuitive understanding of the architectures and engines that drive these algorithms and packages, understand when and how to tune the various hyperparameters, and be able to interpret model results. By the end of this book, the reader should have a firm grasp of R’s machine learning stack and be able to implement a systematic approach for producing high quality modeling results. Features: · Offers a practical and applied introduction to the most popular machine learning methods. · Topics covered include feature engineering, resampling, deep learning and more. · Uses a hands-on approach and real world data.