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Statistics for Mining Engineering

Many areas of mining engineering gather and use statistical information, provided by observing the actual operation of equipment, their systems, the development of mining works, surface subsidence that accompanies underground mining, displacement of rocks surrounding surface pits and underground drives and longwalls, amongst others. In addition, the actual modern machines used in surface mining are equipped with diagnostic systems that automatically trace all important machine parameters and send this information to the main producer’s computer. Such data not only provide information on the technical properties of the machine but they also have a statistical character. Furthermore, all information gathered during stand and lab investigations where parts, assemblies and whole devices are tested in order to prove their usefulness, have a stochastic character. All of these materials need to be developed statistically and, more importantly, based on these results mining engineers must make decisions whether to undertake actions, connected with the further operation of the machines, the further development of the works, etc. For these reasons, knowledge of modern statistics is necessary for mining engineers; not only as to how statistical analysis of data should be conducted and statistical synthesis should be done, but also as to understanding the results obtained and how to use them to make appropriate decisions in relation to the mining operation. This book on statistical analysis and synthesis starts with a short repetition of probability theory and also includes a special section on statistical prediction. The text is illustrated with many examples taken from mining practice; moreover the tables required to conduct statistical inference are included.

Growth Curve Modeling: Theory and Applications

Features recent trends and advances in the theory and techniques used to accurately measure and model growth Growth Curve Modeling: Theory and Applications features an accessible introduction to growth curve modeling and addresses how to monitor the change in variables over time since there is no "one size fits all" approach to growth measurement. A review of the requisite mathematics for growth modeling and the statistical techniques needed for estimating growth models are provided, and an overview of popular growth curves, such as linear, logarithmic, reciprocal, logistic, Gompertz, Weibull, negative exponential, and log-logistic, among others, is included. In addition, the book discusses key application areas including economic, plant, population, forest, and firm growth and is suitable as a resource for assessing recent growth modeling trends in the medical field. SAS is utilized throughout to analyze and model growth curves, aiding readers in estimating specialized growth rates and curves. Including derivations of virtually all of the major growth curves and models, Growth Curve Modeling: Theory and Applications also features: Statistical distribution analysis as it pertains to growth modeling Trend estimations Dynamic site equations obtained from growth models Nonlinear regression Yield-density curves Nonlinear mixed effects models for repeated measurements data Growth Curve Modeling: Theory and Applications is an excellent resource for statisticians, public health analysts, biologists, botanists, economists, and demographers who require a modern review of statistical methods for modeling growth curves and analyzing longitudinal data. The book is also useful for upper-undergraduate and graduate courses on growth modeling.

MATLAB for Neuroscientists, 2nd Edition

MATLAB for Neuroscientists serves as the only complete study manual and teaching resource for MATLAB, the globally accepted standard for scientific computing, in the neurosciences and psychology. This unique introduction can be used to learn the entire empirical and experimental process (including stimulus generation, experimental control, data collection, data analysis, modeling, and more), and the 2nd Edition continues to ensure that a wide variety of computational problems can be addressed in a single programming environment. This updated edition features additional material on the creation of visual stimuli, advanced psychophysics, analysis of LFP data, choice probabilities, synchrony, and advanced spectral analysis. Users at a variety of levels—advanced undergraduates, beginning graduate students, and researchers looking to modernize their skills—will learn to design and implement their own analytical tools, and gain the fluency required to meet the computational needs of neuroscience practitioners. The first complete volume on MATLAB focusing on neuroscience and psychology applications Problem-based approach with many examples from neuroscience and cognitive psychology using real data Illustrated in full color throughout Careful tutorial approach, by authors who are award-winning educators with strong teaching experience

Leveraging DB2 10 for High Performance of Your Data Warehouse

Building on the business intelligence (BI) framework and capabilities that are outlined in InfoSphere Warehouse: A Robust Infrastructure for Business Intelligence, SG24-7813, this IBM® Redbooks® publication focuses on the new business insight challenges that have arisen in the last few years and the new technologies in IBM DB2® 10 for Linux, UNIX, and Windows that provide powerful analytic capabilities to meet those challenges. This book is organized in to two parts. The first part provides an overview of data warehouse infrastructure and DB2 Warehouse, and outlines the planning and design process for building your data warehouse. The second part covers the major technologies that are available in DB2 10 for Linux, UNIX, and Windows. We focus on functions that help you get the most value and performance from your data warehouse. These technologies include database partitioning, intrapartition parallelism, compression, multidimensional clustering, range (table) partitioning, data movement utilities, database monitoring interfaces, infrastructures for high availability, DB2 workload management, data mining, and relational OLAP capabilities. A chapter on BLU Acceleration gives you all of the details about this exciting DB2 10.5 innovation that simplifies and speeds up reporting and analytics. Easy to set up and self-optimizing, BLU Acceleration eliminates the need for indexes, aggregates, or time-consuming database tuning to achieve top performance and storage efficiency. No SQL or schema changes are required to take advantage of this breakthrough technology. This book is primarily intended for use by IBM employees, IBM clients, and IBM Business Partners.

Bistatic SAR/GISAR/FISAR Geometry, Signal Models and Imaging Algorithms

Bistatic radar consists of a radar system which comprises a transmitter and receiver which are separated by a distance comparable to the expected target distance. This book provides a general theoretical description of such bistatic technology in the context of synthetic aperture, inverse synthetic aperture and forward scattering radars from the point of view of analytical geometrical and signal formation as well as processing theory. Signal formation and image reconstruction algorithms are developed with the application of high informative linear frequency and phase code modulating techniques, and numerical experiments that confirm theoretical models are carried out. The authors suggest the program implementation of developed algorithms. A theoretical summary of the latest results in the field of bistatic radars is provided, before applying an analytical geometrical description of scenarios of bistatic synthetic aperture, inverse synthetic aperture and forward scattering radars with cooperative and non-cooperative transmitters. Signal models with linear frequency and phase code modulation are developed, and special phase modulations with C/A (coarse acquisition) and P (precision) of GPS satellite transmitters are considered. The authors suggest Matlab implementations of all geometrical models and signal formation and processing algorithms. Contents 1. Bistatic Synthetic Aperture Radar (BSAR) Survey. 2. BSAR Geometry. 3. BSAR Waveforms and Signal Models. 4. BSAR Image Reconstruction Algorithms. 5. Analytical Geometrical Determination of BSAR Resolution. 6. BSAR Experimental Results. 7. BSAR Matlab Implementation. A general theoretical description of bistatic technology within the scope of synthetic aperture, inverse synthetic aperture and forward scattering radars from the point of view of analytical geometrical and signal formation and processing theory. Signal formation and image reconstruction algorithms are developed in this title, with application of high informative linear frequency and phase code modulating techniques. Numerical experiments that confirm theoretical models are carried out and the authors suggest program implementation for the algorithms developed.

Oracle Fusion Applications Development and Extensibility Handbook

Master Oracle Fusion Applications Design and Personalization Deliver highly adaptable business applications that bolster productivity and drive informed decision-making. Oracle Fusion Applications Development and Extensibility Handbook contains best practices, real-world case studies, and technical deep dives. Discover how to manage design- and run-time customizations, extend existing UIs and build new ones, secure your applications, and integrate with other systems. This Oracle Press guide offers complete coverage of the latest cloud and SOA-based features. Explore Oracle Fusion Applications components and architecture Plan, develop, debug, and deploy customizations Extend out-of-the-box functionality with Oracle JDeveloper Modify web applications using Oracle Composer Incorporate Oracle SOA Suite 11 g composites Validate code through sandboxes and test environments Secure data using authorization, authentication, and encryption Design and distribute personalized BI reports Automate jobs with Oracle Enterprise Scheduler Change appearance and branding of your applications with the Oracle ADF Skin Editor Extend and customize CRM with Application Composer

Programming in MATLAB ®

MATLAB ® provides an interactive programming interface for numerical computation and data visualization making it the default framework used for analysis, design and research in many domains of science and industry. Programming in MATLAB ®: A problem-solving approach is intended as an aid to engineers and scientists with no prior programming expertise. The book focuses on the systematic development of practical programming skills through MATLAB language constructs, backed by several well-designed examples and exercises. Designed to be as much a MATLAB reference tool for researchers in varied fields as it is a guide for undergraduate readers, the book builds on the concepts sequentially as it progresses through the chapters. Each chapter is complete, independent of the book's remaining contents. Thus, for teaching purposes, one can suitably the relevant portions.

Metric Dashboards for Operations and Supply Chain Excellence

Over the last decade Lean and Six Sigma methods and tools have helped organizations improve to historic productivity levels with the data driven, systematic elimination of waste and improvement of flow. Today many organizations have enjoyed the benefits of Lean and Six sigma initiatives, and are looking more to sustain the gains, and aggressively drive a systematic and on-going approach to improvement and problem solving. The concept of diminishing returns applies here, when in the early stages, organizations were able to find "low-hanging fruit" and to quickly make significant improvements. Now the easy work is done, and organizations need a simple yet systematic approach to continuing their continuous improvement efforts. Operations and supply chain leaders will benefit from this book by developing a clear understanding of why and how metric scorecards and dashboards can be used as a powerful data driven improvement tool. This book illustrates visual management, scorecards, and dashboards for a full range of organizations, and focuses on Operations and Supply Chain Management areas. By covering these tools in these environments in a story book format, organization leaders can begin to understand how these methods and tools can be applied in their organizations.

Apache Camel Developer's Cookbook

Apache Camel Developer's Cookbook serves as an indispensable reference for Apache Camel developers, providing actionable recipes that you can quickly apply to your project needs. With this book, you will master common integration patterns, troubleshoot and debug routes, and secure robust integrations with practical guides that are easy to follow and implement. What this Book will help me do Understand the structure and lifecycle of an Apache Camel integration project. Implement Enterprise Integration Patterns effectively in your integrations. Perform advanced message transformation and routing tasks fluently using Apache Camel. Gain proficiency in testing and debugging your Apache Camel routes for robustness. Apply security measures and explore transaction management for secure and reliable integrations. Author(s) The authors of Apache Camel Developer's Cookbook are seasoned experts in middleware and integration technologies, with years of experience working with Apache Camel. They bring a practical, hands-on approach to this book, focusing on actionable tips that reflect real-world scenarios. Their passion for efficient integration solutions shines through in every recipe, ensuring readers are well-equipped to tackle their projects. Who is it for? This book is ideal for Java developers with some prior exposure to Apache Camel who are looking to deepen their understanding of the tool. If you are building or maintaining enterprise integration solutions and wish to enhance your practical knowledge, this book is for you. It's suitable for both developers working on existing Camel projects and those starting new ones. Whether you're integrating messaging systems, APIs, or handling data workflows, this cookbook provides the answers you need.

Google Maps JavaScript API Cookbook

The Google Maps JavaScript API Cookbook is your go-to guide for mastering Google's powerful Maps JavaScript API. With its recipe-based approach, it helps you quickly learn how to include maps on websites and mobile devices, customize functionality, integrate advanced GIS tools, and make the most of Google's mapping power. What this Book will help me do Create customized maps with JavaScript for mobile and web applications. Integrate GIS services like GeoServer and ArcGIS with Google APIs. Add and manage vector and raster layers to enrich visual data. Work with geocoding and direction services for added intelligence. Extend API functionalities using external libraries and datasets. Author(s) None Dincer and None Uraz are experienced GIS developers with a strong background in mapping technologies. They have utilized the Google Maps JavaScript API in numerous real-world projects over years of professional experience. Their approachable writing style ensures that you can learn complex topics with ease. Who is it for? This book is designed for JavaScript developers who aim to enhance their skills by integrating mapping functionalities into their applications. It is suitable for those at an intermediate programming level, looking to include maps in web and mobile platforms. If you're interested in GIS and leveraging Google APIs for robust mapping solutions, this is for you.

SQL Server Analysis Services 2012 Cube Development Cookbook

The 'SQL Server Analysis Services 2012 Cube Development Cookbook' equips you with the practical skills needed to design and implement OLAP cubes using both multidimensional and tabular models. By working through hands-on recipes, you'll quickly gain the expertise to create robust Business Intelligence solutions with SQL Server Analysis Services. What this Book will help me do Build and enhance multidimensional and tabular models for effective data analysis. Implement key OLAP features like dimensions, cubes, actions, and aggregations. Scale and optimize your Business Intelligence solutions for enterprise-level performance. Utilize MDX and DAX languages proficiently to query and manipulate data. Develop skills in securing, monitoring, and troubleshooting SQL Server Analysis Services. Author(s) None Dewald is an experienced business intelligence professional with years of hands-on expertise with SQL Server Analysis Services. His approach to teaching focuses on practical application and equipping his audience with tools to be successful in deploying and maintaining BI solutions. Who is it for? This book is perfect for BI and ETL developers who work with SQL Server Analysis Services to build OLAP cubes. It assumes familiarity with relational database management systems, Excel, and SQL. If you're looking to deepen your understanding of Microsoft's BI stack and improve your practical skills in SSAS, this book is for you.

RabbitMQ Cookbook

The "RabbitMQ Cookbook" is a hands-on guide to mastering RabbitMQ, a powerful and versatile message broker enabling efficient communication between distributed applications. Through practical recipes, you will learn the concepts and techniques for building scalable, reliable, and robust messaging systems. What this Book will help me do Implement and optimize RabbitMQ message brokers for distributed systems. Create RabbitMQ integrations with protocols like MQTT and STOMP. Develop scalable and high-availability RabbitMQ cluster solutions. Deploy and manage RabbitMQ in cloud environments like AWS. Extend RabbitMQ functionalities by creating custom plugins in Erlang. Author(s) The authors of "RabbitMQ Cookbook" are seasoned software architects and developers with extensive hands-on experience with RabbitMQ. They have utilized RabbitMQ in real-world projects to provide innovative solutions for scalable distributed systems. Their collaborative approach focuses on breaking down complex topics into actionable, practical lessons that empower readers to develop their skills. Who is it for? This book is perfect for software developers and architects aiming to design scalable and distributed systems. If you have a basic understanding of web, cloud, and multithreading concepts, this book will provide you with valuable tools and techniques to incorporate RabbitMQ effectively into your projects. It bridges the gap between theoretical concepts and practical implementation with detailed examples.

SAP HANA Cookbook

"SAP HANA Cookbook" is a hands-on guide to learning SAP HANA, a powerful in-memory database platform. Through over 50 practical recipes, you'll understand the inner workings of SAP HANA's architecture, and learn techniques to optimize operations and analytics. What this Book will help me do Understand SAP HANA's architecture and in-memory capabilities. Effectively load and integrate data from various source systems. Develop and optimize SAP HANA models such as attribute, analytical, and calculation views. Gain proficiency in using the SAP HANA SQL scripting language. Master user and role management for secure and efficient SAP HANA operation. Author(s) This book is authored by industry specialists with extensive experience in SAP HANA technology. Drawing from real-world projects, the authors provide nuanced insights and practical guidance, enabling readers to implement SAP HANA solutions effectively. Who is it for? This book is suited for solution architects, developers, and managers seeking to develop expertise in SAP HANA. Whether you are new to SAP technologies or looking to deepen your skillset, this resource provides comprehensive and actionable guidance.

Rapid Graphs with Tableau 8: The Original Guide for the Accidental Analyst

Tired of boring spreadsheets and data overload from confusing graphs? Master the art of visualization with Rapid Graphs with Tableau 8! Tableau insiders Stephen and Eileen McDaniel expertly provide a hands-on case study approach and more than 225 illustrations that will teach you how to quickly explore and understand your data to make informed decisions in a wide variety of real-world situations. Rapid Graphs with Tableau 8 includes best practices of visual analytics for ideas on how to communicate your findings with audience-friendly graphs, tables and maps. "A picture is worth a thousand words" is a common saying that is more relevant today than ever as data volumes grow and the need for easy access to answers becomes more critical. This book covers the core of Tableau capabilities in easy-to-follow examples, updated and expanded for Version 8. Learn how to be successful with Tableau from the team that started the original training program as the founding Tableau Education Partner! "A must read for anyone interested in Tableau. Clear explanations, practical advice and beautiful examples!" Elissa Fink – Chief Marketing Officer, Tableau Software What you'll learn Connect to and review data visually Create insightful maps and take advantage of view shifting Understand the types of views available in Tableau Take advantage of the powerful Marks card and much more Who this book is for Rapid Graphs with Tableau 8 is a great resource for those new to Tableau, and also contains useful tips and tricks for advanced users as well.

PROC REPORT by Example

PROC REPORT by Example: Techniques for Building Professional Reports Using SAS provides real-world examples using PROC REPORT to create a wide variety of professional reports. Written from the point of view of the programmer who produces the reports, this book explains and illustrates creative techniques used to achieve the desired results.

Each chapter focuses on a different concrete example, shows an image of the final report, and then takes you through the process of creating that report. You will be able to break each report down to find out how it was produced, including any data manipulation you have to do.

The book clarifies solutions to common, everyday programming challenges and typical daily tasks that programmers encounter. For example: obtaining desired report formats using style templates supplied by SAS and PROC TEMPLATE, PROC REPORT STYLE options, and COMPUTE block features employing different usage options (DISPLAY, ORDER, GROUP, ANALYSIS, COMPUTED) to create a variety of detail and summary reports using BREAK statements and COMPUTE blocks to summarize and report key findings producing reports in various Output Delivery System (ODS) destinations including RTF, PDF, XML, TAGSETS.RTF embedding images in a report and combining graphical and tabular data with SAS 9.2 and beyond

Applicable to SAS users from all disciplines, the real-life scenarios will help elevate your reporting skills learned from other books to the next level.

With PROC REPORT by Example: Techniques for Building Professional Reports Using SAS, what seemed complex will become a matter of practice.

This book is part of the SAS Press program.

BizTalk 2013 EDI for Health Care: HIPAA-Compliant 834 (Enrollment) and 837 (Claims) Solutions, Second Edition

eliminates the complexity anddemonstrates how to build both inbound and outbound EDI 834 processes inBizTalk server that follow the required patterns for integrations with theseexchanges. Archiving, mapping,reconstituting EDI 837 data, exception handling and advanced logging andreporting (without the need for BAM!) are all covered in enough detail to allowyou to implement your own fully functional solution. BizTalk 2013 EDI for Healthcare – EDI 834Enrollment Solutions The Affordable CareAct and the requirements to integrate with state Exchanges have securedBizTalk's role with integrations within the healthcare industry. EDI 834 documents are the heart to allintegrations, dealing with enrollment and the maintenance of enrollments. In order to successfully integrate with theexchanges, companies are required to implement a number of architectural componentsthat can be daunting and complex to work through. High-quality resources for IT professional to handle these challenges are sorely needed, and this resource has been designed to provide concise solutions. What you'll learn Learn how to develop complete end to end EDI 834 solutions, both inbound and outbound Create a solution that demonstrates how to integrate with state Exchanges Explore options for custom pipeline components, archiving patterns, lookups Detailed information for advanced 834 EDI mapping Who this book is for BizTalk administrators and developers, as well as management personnel connected with these positions.

Business Analytics

This book explains how to use business analytics to sort through an ever-increasing amount of data and improve the decision-making capabilities of an organization. Covering the key areas of business analytics, the book explores the concepts, techniques, applications, and emerging trends that professionals across a wide range of industries need to be aware of. It also examines legal and privacy issues and explores social media in analytics. With this book, readers can develop the understanding required to use Big Data and high-performance computing in complex environments to improve strategic decision making.

Data Just Right: Introduction to Large-Scale Data & Analytics

Making Big Data Work: Real-World Use Cases and Examples, Practical Code, Detailed Solutions Large-scale data analysis is now vitally important to virtually every business. Mobile and social technologies are generating massive datasets; distributed cloud computing offers the resources to store and analyze them; and professionals have radically new technologies at their command, including NoSQL databases. Until now, however, most books on “Big Data” have been little more than business polemics or product catalogs. is different: It’s a completely practical and indispensable guide for every Big Data decision-maker, implementer, and strategist. Data Just Right Michael Manoochehri, a former Google engineer and data hacker, writes for professionals who need practical solutions that can be implemented with limited resources and time. Drawing on his extensive experience, he helps you focus on building applications, rather than infrastructure, because that’s where you can derive the most value. Manoochehri shows how to address each of today’s key Big Data use cases in a cost-effective way by combining technologies in hybrid solutions. You’ll find expert approaches to managing massive datasets, visualizing data, building data pipelines and dashboards, choosing tools for statistical analysis, and more. Throughout, the author demonstrates techniques using many of today’s leading data analysis tools, including Hadoop, Hive, Shark, R, Apache Pig, Mahout, and Google BigQuery. Coverage includes Mastering the four guiding principles of Big Data success—and avoiding common pitfalls Emphasizing collaboration and avoiding problems with siloed data Hosting and sharing multi-terabyte datasets efficiently and economically “Building for infinity” to support rapid growth Developing a NoSQL Web app with Redis to collect crowd-sourced data Running distributed queries over massive datasets with Hadoop, Hive, and Shark Building a data dashboard with Google BigQuery Exploring large datasets with advanced visualization Implementing efficient pipelines for transforming immense amounts of data Automating complex processing with Apache Pig and the Cascading Java library Applying machine learning to classify, recommend, and predict incoming information Using R to perform statistical analysis on massive datasets Building highly efficient analytics workflows with Python and Pandas Establishing sensible purchasing strategies: when to build, buy, or outsource Previewing emerging trends and convergences in scalable data technologies and the evolving role of the Data Scientist

Nonlinear Option Pricing

New Tools to Solve Your Option Pricing Problems For nonlinear PDEs encountered in quantitative finance, advanced probabilistic methods are needed to address dimensionality issues. Written by two leaders in quantitative research—including Risk magazine’s 2013 Quant of the Year— Nonlinear Option Pricing compares various numerical methods for solving high-dimensional nonlinear problems arising in option pricing. Designed for practitioners, it is the first authored book to discuss nonlinear Black-Scholes PDEs and compare the efficiency of many different methods. Real-World Solutions for Quantitative Analysts The book helps quants develop both their analytical and numerical expertise. It focuses on general mathematical tools rather than specific financial questions so that readers can easily use the tools to solve their own nonlinear problems. The authors build intuition through numerous real-world examples of numerical implementation. Although the focus is on ideas and numerical examples, the authors introduce relevant mathematical notions and important results and proofs. The book also covers several original approaches, including regression methods and dual methods for pricing chooser options, Monte Carlo approaches for pricing in the uncertain volatility model and the uncertain lapse and mortality model, the Markovian projection method and the particle method for calibrating local stochastic volatility models to market prices of vanilla options with/without stochastic interest rates, the a + bλ technique for building local correlation models that calibrate to market prices of vanilla options on a basket, and a new stochastic representation of nonlinear PDE solutions based on marked branching diffusions.