An Introduction To Cut Off Grade Estimation Second Edition

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An Introduction to Cut-off Grade Estimation, Second Edition

Author : Jean-Michel Rendu
Publisher : Society for Mining, Metallurgy, and Exploration
ISBN 13 : 0873353935
Total Pages : 170 pages
Book Rating : 4.8/5 (733 download)

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Book Synopsis An Introduction to Cut-off Grade Estimation, Second Edition by : Jean-Michel Rendu

Download or read book An Introduction to Cut-off Grade Estimation, Second Edition written by Jean-Michel Rendu and published by Society for Mining, Metallurgy, and Exploration. This book was released on 2014-01-10 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Cut-off Grade Estimation examines one of the most important calculations in the mining industry. Cut-off grades are essential to determining the economic feasibility and mine life of a project. Profitability and socioeconomic impact of mining operations are influenced by the choice of cut-off grades. Cut-off grades play a key role in estimating mineral reserves that can be publicly reported. This new edition is easier to read and of greater practical interest to practitioners. The relationship between optimization of net present value, capacity constraints, and opportunity cost is explained in greater detail. A new section discusses blending strategies, which play a critical role in an increasing number of mining operations. Author Jean-Michel Rendu, an internationally recognized expert in the management, estimation, and public reporting of mineral resources, provides practical insights. As a manager in major mining companies, a consultant, and an educator, Rendu has acquired considerable experience in all aspects of mining engineering, experience that was incorporated into this publication.

An Introduction to Cut-off Grade Estimation

Author : Jean-Michel Rendu
Publisher : Society for Mining Metallurgy
ISBN 13 : 9780873352680
Total Pages : 106 pages
Book Rating : 4.3/5 (526 download)

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Book Synopsis An Introduction to Cut-off Grade Estimation by : Jean-Michel Rendu

Download or read book An Introduction to Cut-off Grade Estimation written by Jean-Michel Rendu and published by Society for Mining Metallurgy. This book was released on 2008 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Does the material being mined have enough value to be worth processing? Should it be processed immediately or stockpiled? And if multiple processes are available, like heap leaching and milling, which one should be used? A cut-off grade can provide the answers. An Introduction to Cut-off Grade Estimation examines one of the most important calculations in the mining industry. Cut-off grades are essential to determining the economic feasibility and mine life of a project. Increased cut-off grades can reduce political risks by ensuring higher financial returns over a shorter period of time. Conversely, lower cut-off grades may increase project life with longer economic benefits to shareowners, employees, and local communities. Cut-off grades also impact reported reserves, which are closely monitored by stock exchanges and regulatory agencies. Author Dr. Jean-Michel Rendu, an internationally recognized expert in the management, estimation, audit, and public reporting of mineral resources, provides practical insights into this critical variable. You'll learn about minimum cut-off grades, as well as those for deposits containing multiple valuable minerals. Dr. Rendu explains which costs should be included in cut-off grade calculations and considerations when planning open pit, underground, and block and panel caving operations. He shows how to optimize a copper mining project by changing grind size, and demonstrates the relationship between deposit modeling, ore control, and cut-off grades. An Introduction to Cut-off Grade Estimation includes dozens of charts, graphs, and mathematical formulas to explain basic concepts in a simple, step-by-step fashion. It is a "must read" for mine managers, analysts, geologists, mining engineers, and public policymakers who want to stay on the leading edge of their profession.

An Introduction to Cut-Off Grade Estimation

Author : Jean-Michel Rendu
Publisher : Society for Mining Metallurgy & Exploration
ISBN 13 : 9780873352840
Total Pages : 115 pages
Book Rating : 4.3/5 (528 download)

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Book Synopsis An Introduction to Cut-Off Grade Estimation by : Jean-Michel Rendu

Download or read book An Introduction to Cut-Off Grade Estimation written by Jean-Michel Rendu and published by Society for Mining Metallurgy & Exploration. This book was released on 2008 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to Cut-off Grade Estimation examines one of the most important calculations in the mining industry. Cut-off grades are essential to determining the economic feasibility and mine life of a project. Increased cut-off grades can reduce political risks by ensuring higher financial returns over a shorter period of time. Conversely, lower cut-off grades may increase project life with longer economic benefits to shareowners, employees, and local communities. Cut-off grades also impact reported reserves, which are closely monitored by stock exchanges and regulatory agencies. Author Dr. Jean-Michel Rendu, an internationally recognized expert in the management, estimation, audit, and public reporting of mineral resources, provides practical insights into this critical variable. YouOCOll learn about minimum cut-off grades, as well as those for deposits containing multiple valuable minerals. Dr. Rendu explains which costs should be included in cut-off grade calculations and considerations when planning open pit, underground, and block and panel caving operations. He shows how to optimize a copper mining project by changing grind size, and demonstrates the relationship between deposit modeling, ore control, and cut-off grades.

The Economic Definition of Ore

Author : Kenneth F Lane
Publisher : Comet Strategy Pty Limited
ISBN 13 : 9780994185273
Total Pages : 164 pages
Book Rating : 4.1/5 (852 download)

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Book Synopsis The Economic Definition of Ore by : Kenneth F Lane

Download or read book The Economic Definition of Ore written by Kenneth F Lane and published by Comet Strategy Pty Limited. This book was released on 2018-01-15 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ken Lane's book "The Economic Definition of Ore" is a standard reference work within the mining industry. Elaborating on his theory originally developed in 1964, this book provides a thorough and comprehensive description of both the theory and practice of implementing cut-off grades within a mining operation.

Surface Mining, Second Edition

Author : Bruce A. Kennedy
Publisher : SME
ISBN 13 : 9780873351027
Total Pages : 1214 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Surface Mining, Second Edition by : Bruce A. Kennedy

Download or read book Surface Mining, Second Edition written by Bruce A. Kennedy and published by SME. This book was released on 1990 with total page 1214 pages. Available in PDF, EPUB and Kindle. Book excerpt: This SME classic is both a reference book for the working engineer and a textbook for the mining student. This hardcover edition gives a brief history of surface mining and a general overview of the state of surface mining today--topics range from production and productivity to technological developments and trends in equipment. This extremely useful text takes the approach that exploration and mining geologists must be expert in a number of fields, including basic finance and economics, logistics, and pragmatic prospecting. Readers will find material on all these topics and more. The book's nine chapters include: Introduction, Exploration and Geology Techniques, Ore Reserve Estimation, Feasibility Studies and Project Financing, Planning and Design of Surface Mines, Mine Operations, Mine Capital and Operating Costs, Management and Organization, and Case Studies. The book is fully indexed.

El sector de las industrias extractivas

Author : Håvard Halland
Publisher : World Bank Publications
ISBN 13 : 1464806136
Total Pages : 186 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis El sector de las industrias extractivas by : Håvard Halland

Download or read book El sector de las industrias extractivas written by Håvard Halland and published by World Bank Publications. This book was released on 2016-03-15 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: El sector de las industrias extractivas (IE) ocupa un lugar considerable en las economías de muchos países en desarrollo. Los economistas y los profesionales de las finanzas públicas que trabajan en estos países suelen enfrentarse a problemas que exigen un entendimiento profundo del sector, su economía, su buen gobierno y los desafíos en materia de políticas, así como a las consecuencias de la abundancia de recursos naturales para la gestión fiscal y de las finanzas públicas. El objetivo del estudio de tres volúmenes denominado Essentials for Economists and Public Finance Professionals, publicado en la serie de estudios realizados por el Banco Mundial, es presentar un panorama general conciso de los temas relacionados con las IE que estos profesionales probablemente deban encarar. En el primer volumen, "The Extractive Industries Sector", se ofrece una reseña general de las cuestiones fundamentales para la economía de las IE; se analizan los componentes principales del buen gobierno, las políticas y los marcos institucionales del sector, y se identifican las obligaciones de financiamiento del sector público relacionadas con las IE. El análisis de la economía de las IE abarca la valuación de los activos subterráneos, la interpretación económica del mineral y la estructura de los mercados de la energía y los minerales. En este volumen se determinan las responsabilidades de las entidades gubernamentales correspondientes y se describen las características de los marcos jurídicos y normativos del sector de las IE. Se analizan brevemente las funciones clave y específicas del sector, además de las estructuras financieras que sustentan las salvaguardas ambientales y sociales; la inversión de los ingresos públicos provenientes del petróleo, el gas o los minerales, así como la diversificación económica basada en las industrias extractivas. Los autores esperan que este volumen resulte de utilidad a los economistas y los profesionales de las finanzas públicas que trabajan en países ricos en recursos (incluidos los encargados de la toma de decisiones en ministerios de finanzas, organizaciones internacionales y otras entidades relevantes) para la comprensión y el análisis del sector de las IE.

The Extractive Industries Sector

Author : Håvard Halland
Publisher : World Bank Publications
ISBN 13 : 1464806055
Total Pages : 151 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis The Extractive Industries Sector by : Håvard Halland

Download or read book The Extractive Industries Sector written by Håvard Halland and published by World Bank Publications. This book was released on 2015-09-02 with total page 151 pages. Available in PDF, EPUB and Kindle. Book excerpt: The extractive industries (EI) sector occupies an outsize space in the economies of many developing countries. Policy makers, economists, and public finance professionals working in such countries are frequently confronted with issues that require an in-depth understanding of the sector, its economics, governance, and policy challenges

Statistical Power Analysis for the Behavioral Sciences

Author : Jacob Cohen
Publisher : Routledge
ISBN 13 : 1134742770
Total Pages : 625 pages
Book Rating : 4.1/5 (347 download)

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Book Synopsis Statistical Power Analysis for the Behavioral Sciences by : Jacob Cohen

Download or read book Statistical Power Analysis for the Behavioral Sciences written by Jacob Cohen and published by Routledge. This book was released on 2013-05-13 with total page 625 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Power Analysis is a nontechnical guide to power analysis in research planning that provides users of applied statistics with the tools they need for more effective analysis. The Second Edition includes: * a chapter covering power analysis in set correlation and multivariate methods; * a chapter considering effect size, psychometric reliability, and the efficacy of "qualifying" dependent variables and; * expanded power and sample size tables for multiple regression/correlation.

Geostatistics

Author : Jean-Paul Chilès
Publisher : John Wiley & Sons
ISBN 13 : 0470183152
Total Pages : 750 pages
Book Rating : 4.4/5 (71 download)

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Book Synopsis Geostatistics by : Jean-Paul Chilès

Download or read book Geostatistics written by Jean-Paul Chilès and published by John Wiley & Sons. This book was released on 2012-03-26 with total page 750 pages. Available in PDF, EPUB and Kindle. Book excerpt: Praise for the First Edition ". . . a readable, comprehensive volume that . . . belongs on the desk, close at hand, of any serious researcher or practitioner." —Mathematical Geosciences The state of the art in geostatistics Geostatistical models and techniques such as kriging and stochastic multi-realizations exploit spatial correlations to evaluate natural resources, help optimize their development, and address environmental issues related to air and water quality, soil pollution, and forestry. Geostatistics: Modeling Spatial Uncertainty, Second Edition presents a comprehensive, up-to-date reference on the topic, now featuring the latest developments in the field. The authors explain both the theory and applications of geostatistics through a unified treatment that emphasizes methodology. Key topics that are the foundation of geostatistics are explored in-depth, including stationary and nonstationary models; linear and nonlinear methods; change of support; multivariate approaches; and conditional simulations. The Second Edition highlights the growing number of applications of geostatistical methods and discusses three key areas of growth in the field: New results and methods, including kriging very large datasets; kriging with outliers; nonse??parable space-time covariances; multipoint simulations; pluri-gaussian simulations; gradual deformation; and extreme value geostatistics Newly formed connections between geostatistics and other approaches such as radial basis functions, Gaussian Markov random fields, and data assimilation New perspectives on topics such as collocated cokriging, kriging with an external drift, discrete Gaussian change-of-support models, and simulation algorithms Geostatistics, Second Edition is an excellent book for courses on the topic at the graduate level. It also serves as an invaluable reference for earth scientists, mining and petroleum engineers, geophysicists, and environmental statisticians who collect and analyze data in their everyday work.

The Mining Valuation Handbook 4e

Author : Victor Rudenno
Publisher : John Wiley & Sons
ISBN 13 : 0730381455
Total Pages : 629 pages
Book Rating : 4.7/5 (33 download)

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Book Synopsis The Mining Valuation Handbook 4e by : Victor Rudenno

Download or read book The Mining Valuation Handbook 4e written by Victor Rudenno and published by John Wiley & Sons. This book was released on 2019-09-10 with total page 629 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential, in-depth guide to mining investment analysis Written by a mining investment expert, The Mining Valuation Handbook: Mining and Energy Valuation for Investors and Management is a useful resource. It's designed to be utilized by executives, investors, and financial and mining analysts. The book guides those who need to assess the value and investment potential of mining opportunities. The fourth edition text has been fully updated in its coverage of a broad scope of topics, such as feasibility studies, commodity values, indicative capital and operating costs, valuation and pricing techniques, and exploration and expansion effects.

Mineral Resources

Author : Manuel Bustillo Revuelta
Publisher : Springer
ISBN 13 : 3319587609
Total Pages : 663 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Mineral Resources by : Manuel Bustillo Revuelta

Download or read book Mineral Resources written by Manuel Bustillo Revuelta and published by Springer. This book was released on 2017-08-23 with total page 663 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive textbook covers all major topics related to the utilization of mineral resources for human activities. It begins with general concepts like definitions of mineral resources, mineral resources and humans, recycling mineral resources, distribution of minerals resources across Earth, and international standards in mining, among others. Then it turns to a classification of mineral resources, covering the main types from a geological standpoint. The exploration of mineral resources is also treated, including geophysical methods of exploration, borehole geophysical logging, geochemical methods, drilling methods, and mineral deposit models in exploration. Further, the book addresses the evaluation of mineral resources, from sampling techniques to the economic evaluation of mining projects (i.e. types and density of sampling, mean grade definition and calculation, Sichel’s estimator, evaluation methods – classical and geostatistical, economic evaluation – NPV, IRR, and PP, estimation of risk, and software for evaluating mineral resources). It subsequently describes key mineral resource exploitation methods (open pit and underground mining) and the mineral processing required to obtain saleable products (crushing, grinding, sizing, ore separation, and concentrate dewatering, also with some text devoted to tailings dams). Lastly, the book discusses the environmental impact of mining, covering all the aspects of this very important topic, from the description of diverse impacts to the environmental impact assessment (EIA), which is essential in modern mining projects.

The R Book

Author : Michael J. Crawley
Publisher : John Wiley & Sons
ISBN 13 : 9780470515068
Total Pages : 953 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis The R Book by : Michael J. Crawley

Download or read book The R Book written by Michael J. Crawley and published by John Wiley & Sons. This book was released on 2007-06-13 with total page 953 pages. Available in PDF, EPUB and Kindle. Book excerpt: The high-level language of R is recognized as one of the mostpowerful and flexible statistical software environments, and israpidly becoming the standard setting for quantitative analysis,statistics and graphics. R provides free access to unrivalledcoverage and cutting-edge applications, enabling the user to applynumerous statistical methods ranging from simple regression to timeseries or multivariate analysis. Building on the success of the author’s bestsellingStatistics: An Introduction using R, The R Book ispacked with worked examples, providing an all inclusive guide to R,ideal for novice and more accomplished users alike. The bookassumes no background in statistics or computing and introduces theadvantages of the R environment, detailing its applications in awide range of disciplines. Provides the first comprehensive reference manual for the Rlanguage, including practical guidance and full coverage of thegraphics facilities. Introduces all the statistical models covered by R, beginningwith simple classical tests such as chi-square and t-test. Proceeds to examine more advance methods, from regression andanalysis of variance, through to generalized linear models,generalized mixed models, time series, spatial statistics,multivariate statistics and much more. The R Book is aimed at undergraduates, postgraduates andprofessionals in science, engineering and medicine. It is alsoideal for students and professionals in statistics, economics,geography and the social sciences.

Le secteur des industries extractives

Author : Håvard Halland
Publisher : World Bank Publications
ISBN 13 : 1464806071
Total Pages : 179 pages
Book Rating : 4.4/5 (648 download)

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Book Synopsis Le secteur des industries extractives by : Håvard Halland

Download or read book Le secteur des industries extractives written by Håvard Halland and published by World Bank Publications. This book was released on 2016-03-03 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: Le secteur des industries extractives (IE) occupe une place démesurée dans les économies de nombreux pays en développement. Les économistes et les spécialistes des finances publiques qui y travaillent sont fréquemment confrontés à des problèmes qui requièrent une connaissance approfondie du secteur, de son économie, de sa gouvernance, de ses enjeux stratégiques, et une idée précise de ce que la richesse en ressources naturelles suppose en termes de gestion du budget et des finances publiques. L’ouvrage en trois volumes Points essentiels à l’intention des économistes et des spécialistes des finances publiques, publié dans la série des Études de la Banque mondiale, a pour objet de donner un bref aperçu des problèmes associés aux IE que ces spécialistes sont susceptibles de rencontrer. Ce premier volume, Le secteur des industries extractives, dresse une synthèse des aspects fondamentaux de l’économie des IE, analyse les principales composantes des cadres stratégiques, institutionnels et de gouvernance du secteur, et définit les obligations de financement du secteur public dans ce domaine. Son analyse des aspects économiques des IE couvre l’évaluation des gisements de sous-sol, l’interprétation économique donnée au minerai, et la structure des marchés de l’énergie et des produits minéraux. Il définit les responsabilités des entités publiques compétentes, et présente les caractéristiques des cadres juridique et réglementaire du secteur. Il analyse brièvement ses fonctions essentielles et particulières, ainsi que les structures financières qui soutiennent les mesures de sauvegarde environnementale et sociale, l’investissement des recettes publiques provenant de l’exploitation des ressources pétrolières, gazières ou minières, et la diversification économique à partir des industries extractives. Les auteurs espèrent que les économistes et les spécialistes des finances publiques qui travaillent dans les pays riches en ressources naturelles †“ y compris les décideurs au sein des ministères des finances, des organisations internationales, et autres entités compétentes — jugeront cet ouvrage utile à leur compréhension et à leur analyse du secteur des IE.

Metals And Energy Finance: Application Of Quantitative Finance Techniques To The Evaluation Of Minerals, Coal And Petroleum Projects (Second Edition)

Download Metals And Energy Finance: Application Of Quantitative Finance Techniques To The Evaluation Of Minerals, Coal And Petroleum Projects (Second Edition) PDF Online Free

Author : Dennis L Buchanan
Publisher : World Scientific Publishing
ISBN 13 : 1786345897
Total Pages : 336 pages
Book Rating : 4.7/5 (863 download)

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Book Synopsis Metals And Energy Finance: Application Of Quantitative Finance Techniques To The Evaluation Of Minerals, Coal And Petroleum Projects (Second Edition) by : Dennis L Buchanan

Download or read book Metals And Energy Finance: Application Of Quantitative Finance Techniques To The Evaluation Of Minerals, Coal And Petroleum Projects (Second Edition) written by Dennis L Buchanan and published by World Scientific Publishing. This book was released on 2018-11-02 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'Dennis Buchanan’s text clearly shows how an understanding of the complementary disciplines of geoscience, conventional engineering and advanced financial engineering is essential to making the right decisions concerning how to appraise a resource or project and how to structure the funding of natural resources assets in order to mitigate technical and financial risk and to maximise value for owners. Crucially, the book also looks at how other sources of capital, such as limited recourse lenders, appraise metals and energy assets. Such an understanding is essential to optimising the capital structure and valuation of natural resources assets … The advanced methodologies revealed in Dennis Buchanan’s book will have great value to those working in the technical and financial functions, or to those spanning both functions, of the natural resources industry. 'Mineral EconomicsGiven the design component it involves, financial engineering should be considered equal to conventional engineering. By adopting this complementary approach, financial models can be used to identify how and why timing is critical in optimizing return on investment and to demonstrate how financial engineering can enhance returns to investors. Metals and Energy Finance capitalizes on this approach, and identifies and examines the investment opportunities offered across the extractive industry's cycle, from exploration through evaluation, pre-production development, development and production. The textbook also addresses the similarities of a range of natural resource projects, whether minerals or petroleum, while at the same time identifying their key differences.This new edition has been comprehensively revised with a new chapter on Quantitative Finance and three additional case studies. Contemporary themes in the revised edition include the current focus on the transition from open pit to underground mining as well as the role of real option valuations applied to marginal projects that may have value in the future.This innovative textbook is clear and concise in its approach. Both authors have extensive experience within the academic environment at a senior level as well as track records of hands-on participation in projects within the natural resources and financial services sectors. Metals and Energy Finance will be invaluable to both professionals and graduate students working in the field of mineral and petroleum business management.

A Practical Introduction to Regression Discontinuity Designs

Author : Matias D. Cattaneo
Publisher : Cambridge University Press
ISBN 13 : 1108670423
Total Pages : 118 pages
Book Rating : 4.1/5 (86 download)

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Book Synopsis A Practical Introduction to Regression Discontinuity Designs by : Matias D. Cattaneo

Download or read book A Practical Introduction to Regression Discontinuity Designs written by Matias D. Cattaneo and published by Cambridge University Press. This book was released on 2020-02-13 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this Element and its accompanying second Element, A Practical Introduction to Regression Discontinuity Designs: Extensions, Matias Cattaneo, Nicolás Idrobo, and Rocıìo Titiunik provide an accessible and practical guide for the analysis and interpretation of regression discontinuity (RD) designs that encourages the use of a common set of practices and facilitates the accumulation of RD-based empirical evidence. In this Element, the authors discuss the foundations of the canonical Sharp RD design, which has the following features: (i) the score is continuously distributed and has only one dimension, (ii) there is only one cutoff, and (iii) compliance with the treatment assignment is perfect. In the second Element, the authors discuss practical and conceptual extensions to this basic RD setup.

Applied Mineral Inventory Estimation

Author : Alastair J. Sinclair
Publisher : Cambridge University Press
ISBN 13 : 9780521021821
Total Pages : 400 pages
Book Rating : 4.0/5 (218 download)

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Book Synopsis Applied Mineral Inventory Estimation by : Alastair J. Sinclair

Download or read book Applied Mineral Inventory Estimation written by Alastair J. Sinclair and published by Cambridge University Press. This book was released on 2006-01-19 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Mineral Inventory Estimation presents a comprehensive applied approach to the estimation of mineral resources/reserves with particular emphasis on the geological basis of such estimations, the need for and maintenance of a high quality assay data base, the practical use of comprehensive exploratory data evaluation, and the importance of a comprehensive geostatistical approach to the estimation methodology. Practical problems and real data are used throughout as illustrations. Each chapter ends with a summary of practical concerns, a number of exercises and a short list of references for supplementary study. This textbook is suitable for any university or mining school that offers senior undergraduate and graduate student courses on mineral resource/reserve estimation.

An Introduction to Categorical Data Analysis

Author : Alan Agresti
Publisher : John Wiley & Sons
ISBN 13 : 1119405270
Total Pages : 393 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 393 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.