Fitting Linear Relationships
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Fitting Linear Relationships
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Author : R.W. Farebrother
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Fitting Linear Relationships written by R.W. Farebrother 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 2012-12-06 with Mathematics categories.
This book is intended for students of mathematical statistics who are interested in the early history of their subject. It gives detailed algebraic descriptions of the fitting of linear relationships by the method of least squares (L ) and the related least absolute 2 deviations (L ) and minimax absolute deviations (Loo) procedures. These traditional line J fitting procedures are, of course, also addressed in conventional statistical textbooks, but the discussion of their historical background is usually extremely slight, if not entirely absent. The present book complements the analysis of these procedures given in S.M. Stigler'S excellent work The History of Statistics: The Quantification of Uncertainty before 1900. However, the present book gives a more detailed account of the algebraic structure underlying these traditional fitting procedures. It is anticipated that readers of the present book will obtain a clear understanding of the historical background to these and other commonly used statistical procedures. Further, a careful consideration of the wide variety of distinct approaches to a particular topic, such as the method of least squares, will give the reader valuable insights into the essential nature of the selected topic.
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.
Elementary Statistics A Problem Solving Approach 4th Edition
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Author : Andrew L. Comrey
language : en
Publisher: Lulu.com
Release Date : 2006
Elementary Statistics A Problem Solving Approach 4th Edition written by Andrew L. Comrey and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Mathematics categories.
A textbook oriented toward behavioral and social science students interested in data analysis. This book shows the reader how to do statistical analyses. It also gives examples and situations where a certain statistical test would be used.
Monthly Weather Review
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Author :
language : en
Publisher:
Release Date : 1977
Monthly Weather Review written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977 with Electronic journals categories.
Statistics Using Spss
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Author : Sharon Lawner Weinberg
language : en
Publisher: Cambridge University Press
Release Date : 2008-03-03
Statistics Using Spss written by Sharon Lawner Weinberg 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 2008-03-03 with Computers categories.
Applied statistics text updated to be consistent with SPSS version 15, ideal for classroom use or self study.
Flourishing In Arid Realms Exploring The Adaptation Of Plant Functional Traits To Drought Environments
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Author : Jie Gao
language : en
Publisher: Frontiers Media SA
Release Date : 2025-06-18
Flourishing In Arid Realms Exploring The Adaptation Of Plant Functional Traits To Drought Environments written by Jie Gao 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 2025-06-18 with Science categories.
Drought stress presents a formidable challenge in the context of global climate change, posing significant threats to plant ecosystems. As our planet experiences shifts in weather patterns and increased aridification, understanding plant adaptations to water-scarce environments becomes imperative. Plant functional traits, including leaf vein density, above-ground architecture, biomass allocation, and their intricate scaling relationships, are critical factors in a plant's ability to thrive under drought conditions. The world's ecosystems are strained by water scarcity, leading to crop failures, altered vegetation patterns, and reduced biodiversity. "Flourishing in Arid Realms: Exploring the Adaptation of Plant Functional Traits to Drought Environments" delves into the fascinating field of plant physiology and ecology. This research topic seeks to uncover the strategies employed by plants to adapt to water-scarce conditions and their significance in informing conservation and sustainable land management practices.
Fundamentals Of Mathematics In Medical Research Theory And Cases
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Author : Carlos Polanco
language : en
Publisher: Bentham Science Publishers
Release Date : 2024-07-30
Fundamentals Of Mathematics In Medical Research Theory And Cases written by Carlos Polanco and has been published by Bentham Science Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-07-30 with Mathematics categories.
Fundamentals of Mathematics in Medical Research: Theory and Cases is a comprehensive guide to the mathematical principles and methods used in medical research. This book is structured to facilitate learning and application and gives a solid foundation to readers. The book is divided into multiple parts that explain basic concepts in a progressive way. - Part I covers real-valued functions of one or more variables with geometric representations to establish a core understanding of advanced mathematics - Part II covers inferential methods of probability and statistics from basic probability to parametric and nonparametric tests - Part III covers correlation theory and advanced analysis of real-valued functions - Part IV covers multivariable analysis for solving complex problems with an explanation of Markov Chain models - An Appendix provides solutions for all exercises and along with Fortran 90 programs, Python scripts and Linux scripts to explore the mathematical concepts explained in the book. Key Features: Introduction and Conclusion in Every Chapter Exercises and Solutions Program codes and scripts Comprehensive Coverage of Mathematics for Academics and Research Real-World Cases This book is an essential resource for researchers, students, and professionals in medicine and allied fields who seek to understand and apply mathematical methods in their work.
Ers
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Author :
language : en
Publisher:
Release Date : 1961
Ers written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1961 with Agriculture categories.
Measurement And Instrumentation
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Author : Alan S. Morris
language : en
Publisher: Academic Press
Release Date : 2015-08-13
Measurement And Instrumentation written by Alan S. Morris and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-13 with Technology & Engineering categories.
Measurement and Instrumentation: Theory and Application, Second Edition, introduces undergraduate engineering students to measurement principles and the range of sensors and instruments used for measuring physical variables. This updated edition provides new coverage of the latest developments in measurement technologies, including smart sensors, intelligent instruments, microsensors, digital recorders, displays, and interfaces, also featuring chapters on data acquisition and signal processing with LabVIEW from Dr. Reza Langari. Written clearly and comprehensively, this text provides students and recently graduated engineers with the knowledge and tools to design and build measurement systems for virtually any engineering application. - Provides early coverage of measurement system design to facilitate a better framework for understanding the importance of studying measurement and instrumentation - Covers the latest developments in measurement technologies, including smart sensors, intelligent instruments, microsensors, digital recorders, displays, and interfaces - Includes significant material on data acquisition and signal processing with LabVIEW - Extensive coverage of measurement uncertainty aids students' ability to determine the accuracy of instruments and measurement systems
Statistics Using Stata
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Author : Sharon Lawner Weinberg
language : en
Publisher: Cambridge University Press
Release Date : 2023-11-30
Statistics Using Stata written by Sharon Lawner Weinberg 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 2023-11-30 with Psychology categories.
Statistics Using Stata uses a highly accessible and lively writing style to seamlessly integrate the learning of the latest version of Stata (17) with an introduction to applied statistics using real data in the behavioral, social, and health sciences. The text is comprehensive in its content coverage and is suitable at undergraduate and graduate levels. It requires knowledge of basic algebra, but no prior coding experience. It is uniquely focused on the importance of data management as an underlying and key principle of data analysis. It includes a .do-file for each chapter, that was used to generate all figures, tables, and analyses for that chapter. These files are intended as models to be adapted and used by readers in conducting their own research. Additional teaching and learning aids include solutions to all end-of-chapter exercises and PowerPoint slides to highlight the important take-aways of each chapter.