By M. Asghar Bhatti
By M. Asghar Bhatti
By Shigeru Yamada
Software reliability is among the most vital features of software program product caliber. Its size and administration applied sciences in the course of the software program product lifestyles cycle are necessary to produce and keep quality/reliable software program structures.
Part 1 of this ebook introduces a number of points of software program reliability modeling and its functions. threat price and nonhomogeneous Poisson approach (NHPP) versions are investigated relatively for quantitative software program reliability evaluation. additional, imperfect debugging and software program availability types are mentioned on the subject of incorporating useful components of dynamic software program habit. 3 software program administration difficulties are awarded as program applied sciences of software program reliability types: the optimum software program unencumber challenge, the statistical testing-progress regulate, and the optimum testing-effort allocation problem.
Part 2 of the e-book describes numerous contemporary advancements in software program reliability modeling and their purposes as quantitative innovations for software program quality/reliability size and overview. The dialogue incorporates a caliber engineering research of human elements affecting software program reliability in the course of the layout evaluate part, that's the higher circulate of software program improvement, in addition to software program reliability progress versions according to stochastic differential equations and discrete calculus throughout the checking out part, that's the decrease circulate. the ultimate a part of the booklet presents an indication of quality-oriented software program administration research through utilising the multivariate research approach and the prevailing software program reliability progress versions to genuine procedure tracking data.
By Alan C. Elliott,Wayne A. Woodward
A step by step advent to utilizing SAS® statistical software program as a foundational method of info research and interpretation
Presenting an easy creation from the floor up, SAS® necessities: learning SAS for facts Analytics, moment variation illustrates SAS utilizing hands-on studying ideas and diverse real-world examples. preserving various event degrees in brain, the highly-qualified writer group has built the booklet over twenty years of training introductory SAS courses.
Divided into sections, the 1st a part of the booklet presents an advent to information manipulation, statistical options, and the SAS programming language. the second one part is designed to introduce clients to statistical research utilizing SAS techniques. that includes self-contained chapters to reinforce the educational approach, the Second Edition additionally includes:
SAS necessities: learning SAS for information Analytics, moment Edition is a perfect textbook for upper-undergraduate and graduate-level classes in records, facts analytics, utilized SAS programming, and statistical computing device purposes in addition to a great complement for statistical technique classes. The e-book is a suitable reference for researchers and academicians who require a easy advent to SAS for statistical research and for instruction for the elemental SAS Certification Exam.
By Bayo Lawal
By Arthur Li
To write an comprehensive application within the information step of SAS®, programmers needs to comprehend programming common sense and know the way to enforce or even create their very own programming set of rules. Handbook of SAS® facts Step Programming shows readers how top to regulate and manage info by utilizing the knowledge step.
The ebook is helping newcomers steer clear of universal errors as a result of an absence of knowing primary and specified SAS programming techniques. It explains that studying syntax doesn't clear up all difficulties; particularly, a radical comprehension of SAS processing is required for profitable programming. the writer additionally courses readers via a programming job. In lots of the examples, the writer first offers ideas and steps for fixing the matter, then bargains an answer, and at last supplies a extra unique clarification of the solution.
Understanding the information steps, quite this system info vector (PDV), is important to right facts manipulation and administration in SAS. This e-book is helping SAS programmers completely grab the concept that of information step processing and write exact courses within the information step. a number of assisting fabrics, together with information units and courses utilized in the textual content, can be found at the book’s CRC Press internet page.
By Basilio de Bragança Pereira,Carlos Alberto de Bragança Pereira
This booklet discusses the matter of version selection whilst the statistical versions are separate, also referred to as nonnested. bankruptcy 1 presents an advent, motivating examples and a basic review of the matter. bankruptcy 2 offers the classical or frequentist method of the matter in addition to a number of substitute tactics and their houses. bankruptcy three explores the Bayesian method, the restrictions of the classical Bayes components and the proposed substitute Bayes components to beat those barriers. It additionally discusses a value Bayesian process. finally, bankruptcy four examines the natural chance procedure. a number of real-data examples and machine simulations are supplied in the course of the text.
By Andrew Sleeper
Get began utilizing Minitab correct means with aid from this hands-on consultant. Minitab Demystified walks you thru crucial Minitab beneficial properties and indicates you ways to use them to unravel statistical research problems.
Featuring assurance of Minitab sixteen, this sensible advisor explores the Minitab interface and the total variety of Minitab photographs, Distribution versions, statistical durations, speculation trying out, and pattern measurement calculations are truly defined. The e-book covers modeling instruments of regression and the layout of experiments (DOE) in addition to the economic caliber instruments of size platforms research, keep an eye on charts, strength research, recognition sampling, and reliability research. targeted examples and concise reasons make it effortless to appreciate the cloth, and end-of-chapter quizzes and a last examination support toughen key concepts.
It's a no brainer! you will study about:
Simple adequate for a newbie, difficult sufficient for a sophisticated pupil, and thorough adequate for a Six Sigma specialist, Minitab Demystified is your shortcut to statistical research success!
By SAS Institute
Each bankruptcy incorporates a quiz at the chapter's contents.
This consultant will give you an excellent examine source in addition to a go-to reference on your library.
By Christopher N. Chapman,Elea McDonnell Feit
This book is an entire advent to the ability of R for advertising examine practitioners. The textual content describes statistical versions from a conceptual viewpoint with a minimum volume of arithmetic, presuming in basic terms an introductory wisdom of facts. Hands-on chapters speed up the educational curve through asking readers to engage with R from the start. center issues contain the R language, uncomplicated information, linear modeling, and knowledge visualization, that's offered all through as an essential component of analysis.
Later chapters conceal extra complex themes but are meant to be approachable for all analysts. those sections learn logistic regression, shopper segmentation, hierarchical linear modeling, industry basket research, structural equation modeling, and conjoint research in R. The textual content uniquely offers Bayesian versions with a minimally complicated procedure, demonstrating and explaining Bayesian equipment along conventional analyses for research of variance, linear versions, and metric and choice-based conjoint analysis.
With its emphasis on facts visualization, version evaluate, and improvement of statistical instinct, this ebook offers advice for any analyst seeking to enhance or enhance talents in R for advertising applications.
By Kevin D. Smith
SAS Output supply process (ODS) specialist Kevin D. Smith has compiled a cookbook-style selection of his most sensible ODS advice and strategies to educate you the way to deliver your reviews to a brand new point and encourage you to determine ODS in a brand new mild.
This number of code thoughts showcases one of the most fascinating and weird tools you should use to reinforce your experiences in the SAS Output supply approach. It contains normal ODS advice, in addition to innovations for types, bettering tabular output, ODS HTML, ODS PDF, ODS Microsoft Excel locations, and ODS rfile.
Smith bargains information in accordance with his personal large wisdom of ODS, in addition to these encouraged through questions that regularly arise in his interactions with SAS clients. There are easy options for newcomers who've a minimum quantity of ODS wisdom and complex information for the extra adventurous SAS person. jointly, those valuable tools supply a powerful origin to your ODS improvement and thought for development on and growing new, much more complex concepts in your own.
This e-book is a part of the SAS Press program.