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Table Driven Strategies For Rapid Sas Applications Development
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Book Synopsis Table-driven Strategies for Rapid SAS Applications Development by : Tanya Kolosova
Download or read book Table-driven Strategies for Rapid SAS Applications Development written by Tanya Kolosova and published by . This book was released on 1995 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written for designers, programmers, and users of SAS applications, this book shows how to build client/server database applications through table-driven technology. Each chapter addresses these three different audiences, detailing ways to construct high-quality, reliable applications that are easy to maintain. The "code-free" approach offers you flexibility in design, reduces development time, and provides the advantages of integrated data dictionaries, user-defined integrity rules, and trigger-message mechanisms that implement and manage data processing. With the many realistic examples included here, experienced users who build or regularly use SAS applications can master techniques of application development and data analysis that are straightforward and powerful.
Book Synopsis Supervised Machine Learning by : Tanya Kolosova
Download or read book Supervised Machine Learning written by Tanya Kolosova and published by CRC Press. This book was released on 2020-09-21 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI framework intended to solve a problem of bias-variance tradeoff for supervised learning methods in real-life applications. The AI framework comprises of bootstrapping to create multiple training and testing data sets with various characteristics, design and analysis of statistical experiments to identify optimal feature subsets and optimal hyper-parameters for ML methods, data contamination to test for the robustness of the classifiers. Key Features: Using ML methods by itself doesn’t ensure building classifiers that generalize well for new data Identifying optimal feature subsets and hyper-parameters of ML methods can be resolved using design and analysis of statistical experiments Using a bootstrapping approach to massive sampling of training and tests datasets with various data characteristics (e.g.: contaminated training sets) allows dealing with bias Developing of SAS-based table-driven environment allows managing all meta-data related to the proposed AI framework and creating interoperability with R libraries to accomplish variety of statistical and machine-learning tasks Computer programs in R and SAS that create AI framework are available on GitHub
Book Synopsis Programming Techniques for Object-based Statistical Analysis with SAS Software by : Tanya Kolosova
Download or read book Programming Techniques for Object-based Statistical Analysis with SAS Software written by Tanya Kolosova and published by . This book was released on 1998 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn valuable time-saving techniques for data analysis and ensure reliability and quality of the results! This book introduces an innovative and reliable approach for developing object-based applications for statistical analysis in SAS. Through detailed examples, each chapter demonstrates how to develop object-based applications using this approach. You will learn to structure data, define statistical classes and their associated actions, define objects, and perform the statistical analysis by calling actions for the objects. Statistical analyses illustrated in the examples include regular time series, calendar time series, and irregular time series. Detailed instructions for extending this technique to other statistical analyses are included. Discover how this object-based approach to statistical analysis can ensure consistent data analysis across teams comprised of data analysts, statisticians, and computer programmers!
Book Synopsis SAS for Forecasting Time Series by : John C. Brocklebank
Download or read book SAS for Forecasting Time Series written by John C. Brocklebank and published by John Wiley & Sons. This book was released on 2003-07-14 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Easy-to-read and comprehensive, this book shows how the SAS System performs multivariate time series analysis and features the advanced SAS procedures STATSPACE, ARIMA, and SPECTRA. The interrelationship of SAS/ETS procedures is demonstrated with an accompanying discussion of how the choice of a procedure depends on the data to be analysed and the reults desired. Other topics covered include detecting sinusoidal components in time series models and performing bivariate corr-spectral analysis and comparing the results with the standard transfer function methodology. The authors? unique approach to integrating students in a variety of disciplines and industries. Emphasis is on correct interpretation of output to draw meaningful conclusions. The volume, co-pubished by SAS and JWS, features both theory and practicality, and accompanies a soon-to-be extensive library of SAS hands-on manuals in a multitude of statistical areas. The book can be used with a number of hardware-specific computing machines including CMS, Mac, MVS, Opem VMS Alpha, Opmen VMS VAX, OS/390, OS/2, UNIX, and Windows.
Book Synopsis SAS System for Regression by : Rudolf Freund
Download or read book SAS System for Regression written by Rudolf Freund and published by John Wiley & Sons. This book was released on 2000-12-29 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: SAS® System for Regression Learn to perform a wide variety of regression analyses using SAS® software with this example-driven revised favorite from SAS Publishing. With this Third Edition you will learn the basics of performing regression analyses using a wide variety of models including nonlinear models. Other topics covered include performing linear regression analyses using PROC REG diagnosing and providing remedies for data problems, including outliers and multicollinearity. Examples feature numerous SAS procedures including REG, PLOT, GPLOT, NLIN, RSREG, AUTOREG, PRINCOMP, and others. A helpful discussion of theory is supplied where necessary. Some knowledge of both regression and the SAS System are assumed. New for this edition The Third Edition includes revisions, updated material, and new material. You’ll find new information on using SAS/INSIGHT® software regression with a binary response with emphasis on PROC LOGISTIC nonparametric regression (smoothing) using moving averages and PROC LOESS. Additionally, updated material throughout the book includes high-resolution PROC REG graphics output, using the OUTEST option to produce a data set, and using PROC SCORE to predict another data set.
Book Synopsis SAS Data-Driven Development by : Troy Martin Hughes
Download or read book SAS Data-Driven Development written by Troy Martin Hughes and published by Createspace Independent Publishing Platform. This book was released on 2019-06-12 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: SAS(R) Data-Driven Development is the only comprehensive text that demonstrates how to build dynamic SAS software driven by control data. Data-driven design enables developers to create flexible, reusable software that adapts to diverse industries, organizations, and data sources because business rules, data mappings, formatting, report style, program logic, and other dynamic elements are maintained as external control data — not as static code. Data-driven design is the key to unlocking highly configurable, "codeless" software that developers, SAS administrators, end users, and other stakeholders can reuse and configure — without modifying one line of code! This text introduces high-level design concepts, patterns, and principles, after which real-world scenarios demonstrate SAS development best practices: Part I. Data-Driven Design: Learn how to harness procedural abstraction, data abstraction, iteration abstraction, software modularity, and data independence, with concepts drawn from object-oriented programming (OOP), master data management (MDM), table-driven design, and business rules engines. Part II. Control Data: Understand the limitless data structures that can drive SAS software, including parameters, configuration files, control tables, decision tables, SAS data sets, SAS arrays, and CSV, Excel, XML, and CSS files. Interoperability is modeled through control data that can be accessed by SAS and other applications. Throughout the text, requirements-based examples demonstrate data analysis, data modeling, data mapping, data governance, dynamic "traffic light" reporting, and other use cases. Examples contrast concrete, code-driven design with abstract, data-driven design to illustrate the clear advantages of the latter. Application of the SAS Macro Language often signifies the first milestone in a SAS practitioner's career — because macros facilitate flexible, reusable software. Data-driven design represents the next milestone and this text provides the guidebook for that incredible journey. Start your journey today!
Book Synopsis Categorical Data Analysis Using the SAS System by : Maura Ellen Stokes
Download or read book Categorical Data Analysis Using the SAS System written by Maura Ellen Stokes and published by . This book was released on 1995 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discusses hypothesis testing strategies for the assessment of association in contingency tables and sets of contingency tables. Also discusses various modeling strategies available for describing the nature of the association between a categorical outcome measure and a set of explanatory variables.
Download or read book The Cumulative Book Index written by and published by . This book was released on 1996 with total page 2230 pages. Available in PDF, EPUB and Kindle. Book excerpt: A world list of books in the English language.
Book Synopsis Data Management Solutions Using SAS Hash Table Operations by : Paul Dorfman
Download or read book Data Management Solutions Using SAS Hash Table Operations written by Paul Dorfman and published by SAS Institute. This book was released on 2018-07-09 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Hash tables can do a lot more than you might think! Data Management Solutions Using SAS Hash Table Operations: A Business Intelligence Case Study concentrates on solving your challenging data management and analysis problems via the power of the SAS hash object, whose environment and tools make it possible to create complete dynamic solutions. To this end, this book provides an in-depth overview of the hash table as an in-memory database with the CRUD (Create, Retrieve, Update, Delete) cycle rendered by the hash object tools. By using this concept and focusing on real-world problems exemplified by sports data sets and statistics, this book seeks to help you take advantage of the hash object productively, in particular, but not limited to, the following tasks: select proper hash tools to perform hash table operations use proper hash table operations to support specific data management tasks use the dynamic, run-time nature of hash object programming understand the algorithmic principles behind hash table data look-up, retrieval, and aggregation learn how to perform data aggregation, for which the hash object is exceptionally well suited manage the hash table memory footprint, especially when processing big data use hash object techniques for other data processing tasks, such as filtering, combining, splitting, sorting, and unduplicating. Using this book, you will be able to answer your toughest questions quickly and in the most efficient way possible!
Book Synopsis Software Engineering by : Richard F Schmidt
Download or read book Software Engineering written by Richard F Schmidt and published by Newnes. This book was released on 2013-04-30 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software Engineering: Architecture-driven Software Development is the first comprehensive guide to the underlying skills embodied in the IEEE's Software Engineering Body of Knowledge (SWEBOK) standard. Standards expert Richard Schmidt explains the traditional software engineering practices recognized for developing projects for government or corporate systems. Software engineering education often lacks standardization, with many institutions focusing on implementation rather than design as it impacts product architecture. Many graduates join the workforce with incomplete skills, leading to software projects that either fail outright or run woefully over budget and behind schedule. Additionally, software engineers need to understand system engineering and architecture—the hardware and peripherals their programs will run on. This issue will only grow in importance as more programs leverage parallel computing, requiring an understanding of the parallel capabilities of processors and hardware. This book gives both software developers and system engineers key insights into how their skillsets support and complement each other. With a focus on these key knowledge areas, Software Engineering offers a set of best practices that can be applied to any industry or domain involved in developing software products. A thorough, integrated compilation on the engineering of software products, addressing the majority of the standard knowledge areas and topics Offers best practices focused on those key skills common to many industries and domains that develop software Learn how software engineering relates to systems engineering for better communication with other engineering professionals within a project environment
Book Synopsis SAS Programming for R Users by : Jordan Bakerman
Download or read book SAS Programming for R Users written by Jordan Bakerman and published by . This book was released on 2019-12-09 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: SAS Programming for R Users, based on the free SAS Education course of the same name, is designed for experienced R users who want to transfer their programming skills to SAS. Emphasis is on programming and not statistical theory or interpretation. You will learn how to write programs in SAS that replicate familiar functions and capabilities in R. This book covers a wide range of topics including the basics of the SAS programming language, how to import data, how to create new variables, random number generation, linear modeling, Interactive Matrix Language (IML), and many other SAS procedures. This book also explains how to write R code directly in the SAS code editor for seamless integration between the two tools. Exercises are provided at the end of each chapter so that you can test your knowledge and practice your programming skills.
Book Synopsis American Book Publishing Record by :
Download or read book American Book Publishing Record written by and published by . This book was released on 1996-05 with total page 1438 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Solutions Work by : Archer R. Gravely
Download or read book Solutions Work written by Archer R. Gravely and published by . This book was released on 2000 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Sas System for Information Delivery by : Archer R. Gravely
Download or read book Sas System for Information Delivery written by Archer R. Gravely and published by . This book was released on 2000 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Solutions@Work written by SAS Institute and published by . This book was released on 1997 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book PROC SQL written by Kirk Paul Lafler and published by SAS Institute. This book was released on 2019-03-20 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt: PROC SQL: Beyond the Basics Using SAS®, Third Edition, is a step-by-step, example-driven guide that helps readers master the language of PROC SQL. Packed with analysis and examples illustrating an assortment of PROC SQL options, statements, and clauses, this book not only covers all the basics, but it also offers extensive guidance on complex topics such as set operators and correlated subqueries. Programmers at all levels will appreciate Kirk Lafler’s easy-to-follow examples, clear explanations, and handy tips to extend their knowledge of PROC SQL. This third edition explores new and powerful features in SAS® 9.4, including topics such as: IFC and IFN functions nearest neighbor processing the HAVING clause indexes It also features two completely new chapters on fuzzy matching and data-driven programming. Delving into the workings of PROC SQL with greater analysis and discussion, PROC SQL: Beyond the Basics Using SAS®, Third Edition, explores this powerful database language using discussion and numerous real-world examples.
Book Synopsis Strategic Organizational Diagnosis and Design by : Richard M. Burton
Download or read book Strategic Organizational Diagnosis and Design written by Richard M. Burton and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique set of complementary hands-on tools for learning about and applying a deeper and practical theory for diagnosis and design. This edition has been significantly updated and rewritten to make it easier to read.
