By James E. Gentle
By Jeremy Miles, Andy Field
Sizzling at the heels of Andy Field’s best-selling Discovering statistics utilizing SPSS, 3rd version (2009), the writer has teamed up with a co-author, Jeremy Miles, to evolve this textbook for SAS® utilizing the main up to date instructions and programming language to be had in most up-to-date unencumber 9.2. As with its sister textbook, Discovering facts utilizing SAS® takes the access point pupil from first ideas correct the way in which via to complex point statistical ideas the entire whereas grounding wisdom by using SAS®. Its method is to educate statistical innovations in addition to the computational ideas, instructions and language of the SAS® software program package deal in a single textbook, and given this accomplished assurance this textbook might be enthusiastically followed on a large choice of records classes.
By W. Allen Wallis, Harry V. Roberts
By Peter J. Huber
This e-book explores the various provocative questions in regards to the basics of knowledge research. it truly is in response to the time-tested event of 1 of the experts of the subject material. Why may still one learn information research? How may still or not it's taught? What thoughts paintings top, and for whom? How legitimate are the implications? How a lot info could be demonstrated? Which computer languages can be used, if used in any respect? Emphasis on apprenticeship (through hands-on case reports) and anecdotes (through real-life functions) are the instruments that Peter J. Huber makes use of during this quantity. predicament with particular statistical options isn't of quick price; quite, questions of procedure – whilst to take advantage of which procedure – are hired. critical to the dialogue is an figuring out of the importance of big (or strong) facts units, the implementation of languages, and using versions. each one is sprinkled with an considerable variety of examples and case reports. own practices, a variety of pitfalls, and current controversies are offered whilst acceptable. The e-book serves as an exceptional philosophical and old spouse to any present-day textual content in facts research, powerful records, information mining, statistical studying, or computational data.
By Malcolm Williams, W. (William) Paul Vogt
This guide, edited by way of across the world well-known students within the box, offers a accomplished, pitch ideal serious evaluation of the sphere. the most positive aspects of the instruction manual are:
Clear association into four components facing The Social Context of analysis; layout and knowledge assortment; Integrating The research of latest info varieties; Sampling, Inference and Measurement
Clear, innovative chapters on Objectivity; results; Organizing Social examine; Correspondence research; Grounded conception; Conversational Surveys; combined tools; Regression research; optimum Matching research; GIS research; Quantitative Narrative research; Longitudinal experiences; Equation Modeling
- Brings jointly a glittering meeting of the main figures operating within the box of tools today
- Demonstrates the continuities and efficient tensions among classical traditions and genuine global study this day
By Wim J. van der Linden
Drawing at the paintings of across the world acclaimed specialists within the box, Handbook of merchandise reaction concept, quantity One: Models provides all significant merchandise reaction versions. this primary quantity in a three-volume set covers many version advancements that experience happened in merchandise reaction conception (IRT) over the past two decades. It describes types for various reaction codecs or reaction methods, the necessity of deeper parameterization as a result of a multilevel or hierarchical constitution of the reaction info, and different extensions and insights.
In Volume One, all chapters have a standard structure with every one bankruptcy targeting one family members of versions or modeling method. An introductory part in each bankruptcy contains a few background of the version and a motivation of its relevance. next sections current the version extra officially, deal with the estimation of its parameters, convey tips on how to evaluation its healthy to empirical facts, illustrate using the version via an empirical instance, and speak about additional purposes and last learn issues.
By Reinhard Viertl
Statistical facts will not be regularly certain numbers, or vectors, or different types. actual info are usually what's known as fuzzy. Examples the place this fuzziness is apparent are caliber of lifestyles facts, environmental, organic, scientific, sociological and economics information. additionally the result of measurements might be top defined through the use of fuzzy numbers and fuzzy vectors respectively.
Statistical research equipment must be tailored for the research of fuzzy facts. during this ebook, the principles of the outline of fuzzy info are defined, together with tools on how one can receive the characterizing functionality of fuzzy size effects. moreover, statistical equipment are then generalized to the research of fuzzy facts and fuzzy a-priori information.
Key Features:* presents uncomplicated equipment for the mathematical description of fuzzy facts, in addition to statistical equipment that may be used to research fuzzy data.* Describes equipment of accelerating value with functions in components similar to environmental facts and social science.* enhances the idea with workouts and ideas and is illustrated all through with diagrams and examples.* Explores components such quantitative description of information uncertainty and mathematical description of fuzzy data.
This paintings is aimed toward statisticians operating with fuzzy common sense, engineering statisticians, finance researchers, and environmental statisticians. it really is written for readers who're accustomed to straight forward stochastic versions and simple statistical equipment.
By Michael J. Crawley
.".".I recognize of no higher booklet of its kind..." (Journal of the Royal Statistical Society, Vol 169 (1), January 2006)"
A revised and up-to-date version of this bestselling introductory textbook to statistical research utilizing the best unfastened software program package deal R
This new edition of a bestselling identify bargains a concise advent to a large array of statistical equipment, at a degree that's undemanding adequate to attract quite a lot of disciplines. step by step directions aid the non-statistician to completely comprehend the method. The booklet covers the entire diversity of statistical suggestions prone to be had to examine the information from learn tasks, together with user-friendly fabric like t--tests and chi--squared assessments, intermediate equipment like regression and research of variance, and extra complicated thoughts like generalized linear modelling.
Includes a variety of labored examples and routines inside each one bankruptcy.
By Peter Hall (auth.), Paula Brito (eds.)
This quantity offers fresh methodological advancements in Applied/Computational records. a variety of themes is roofed together with Advances on Statistical Computing Environments, equipment for type and Clustering, Computation for Graphical types and Bayes Nets, Computational Econometrics, Computational facts and knowledge Mining, facts for Finance and coverage, info Retrieval for textual content and photographs, wisdom Extraction by way of types, version choice Algorithms, types for Latent category Detection, a number of checking out approaches, Random seek Algorithms, strong statistics and sign Extraction and Filtering. in addition to structural and theoretical effects, the e-book offers a large choice of purposes in fields equivalent to time-series research, econometrics, finance and coverage, biology, micro-array research, astronomy, textual content research and alcohol reviews. The CD-ROM accompanying additionally it is educational texts on Computational Finance and Writing R applications. Combining new methodological advances with a large choice of genuine purposes, this quantity is specifically worthwhile for researchers and practitioners, supplying new analytical instruments valuable in theoretical study and day-by-day perform in computational information and utilized records usually.
By R. Lyman Ott, Micheal T. Longnecker
Records is a suggestion procedure. during this accomplished advent to statistical equipment and knowledge research, the method is gifted using a four-step process: 1) amassing info, 2) summarizing information, three) reading facts, and four) speaking the result of facts analyses.