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Category: Statistics

A Step-by-Step Approach to Using SAS for Factor Analysis and Structural Equation Modeling, Second Edition

By Larry Hatcher

Structural equation modeling (SEM) has develop into essentially the most very important statistical systems within the social and behavioral sciences. This easy-to-understand consultant makes SEM obtainable to all users—even these whose education in information is restricted or who've by no means used SAS. It lightly publications clients throughout the fundamentals of utilizing SAS and exhibits tips on how to practice one of the most refined data-analysis techniques utilized by researchers: exploratory issue research, course research, confirmatory issue research, and structural equation modeling. It exhibits tips to practice analyses with basic PROC CALIS, and provides options for difficulties frequently encountered in real-world research.

This moment version includes new fabric on sample-size estimation for course research and structural equation modeling. in one effortless quantity, scholars and researchers will locate all of the info they want as a way to grasp SAS fundamentals earlier than relocating directly to issue research, course research, and different complex statistical procedures.

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Patterns in Permutations and Words (Monographs in Theoretical Computer Science. An EATCS Series)

By Sergey Kitaev

There has been a lot curiosity lately within the topic of styles in diversifications and phrases, a brand new department of combinatorics with its roots within the works of Rotem, Rogers and Knuth. This finished reference quantity collects the most leads to the field.

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Quantitative Methods: An Introduction for Business Management

By Paolo Brandimarte

An available creation to the fundamental quantitative tools for making helpful enterprise judgements

Quantitative methods-research suggestions used to investigate quantitative data-enable execs to arrange and comprehend numbers and, in flip, to make solid judgements. Quantitative tools: An creation for enterprise Management offers the applying of quantitative mathematical modeling to choice making in a enterprise administration context and emphasizes not just the function of information in drawing conclusions, but in addition the pitfalls of undiscerning reliance of software program programs that enforce typical statistical methods. With hands-on functions and causes which are obtainable to readers at a variety of degrees, the booklet effectively outlines the required instruments to make clever and winning company decisions.

Progressing from newbie to extra complex fabric at an easy-to-follow speed, the writer makes use of motivating examples all through to assist readers attracted to choice making and likewise offers serious comments, intuitive traps, and counterexamples whilst appropriate.

The publication starts with a dialogue of motivations and foundations regarding the subject, with introductory shows of ideas from calculus to linear algebra. subsequent, the middle principles of quantitative tools are provided in chapters that discover introductory subject matters in likelihood, descriptive and inferential information, linear regression, and a dialogue of time sequence that incorporates either classical subject matters and more difficult types. the writer additionally discusses linear programming types and determination making lower than probability in addition to much less average subject matters within the box similar to online game concept and Bayesian facts. ultimately, the publication concludes with a spotlight on chosen instruments from multivariate records, together with complicated regression types and information relief tools akin to relevant part research, issue research, and cluster analysis.

The e-book promotes the significance of an analytical technique, rather while facing a fancy approach the place a number of everyone is concerned and feature conflicting incentives. A similar site beneficial properties Microsoft Excel® workbooks and MATLAB® scripts to demonstrate recommendations in addition to extra routines with solutions.

Quantitative Methods is a wonderful booklet for classes at the subject on the graduate point. The ebook additionally serves as an authoritative reference and self-study advisor for monetary and enterprise execs, in addition to readers trying to make stronger their analytical skills.

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R in Action: Data Analysis and Graphics with R

By Robert Kabacoff

Summary

R in motion, moment Edition offers either the R language and the examples that make it so helpful for enterprise builders. concentrating on sensible recommendations, the booklet bargains a crash path in facts and covers stylish tools for facing messy and incomplete info which are tricky to investigate utilizing conventional tools. you will additionally grasp R's vast graphical functions for exploring and providing facts visually. And this accelerated moment version comprises new chapters on time sequence research, cluster research, and category methodologies, together with determination bushes, random forests, and aid vector machines.

Purchase of the print e-book features a loose e-book in PDF, Kindle, and ePub codecs from Manning Publications.

About the Technology

Business execs and researchers thrive on facts, and R speaks the language of knowledge research. R is a robust programming language for statistical computing. in contrast to general-purpose instruments, R presents millions of modules for fixing on the subject of any data-crunching or presentation problem you are more likely to face. R runs on all vital structures and is utilized by millions of significant agencies and associations worldwide.

About the Book

R in motion, moment Edition teaches you ways to take advantage of the R language via proposing examples proper to medical, technical, and company builders. concentrating on useful options, the ebook deals a crash path in facts, together with stylish tools for facing messy and incomplete information. you are going to additionally grasp R's large graphical features for exploring and providing information visually. And this extended moment version contains new chapters on forecasting, facts mining, and dynamic document writing.

What's Inside

  • Complete R language tutorial
  • Using R to regulate, research, and visualize data
  • Techniques for debugging courses and growing packages
  • OOP in R
  • Over one hundred sixty graphs

About the Author

Dr. Rob Kabacoff is a professional researcher and instructor who focuses on facts research. He additionally continues the preferred Quick-R site at statmethods.net.

Table of Contents

    PART 1 GETTING STARTED
  1. Introduction to R
  2. Creating a dataset
  3. Getting began with graphs
  4. Basic information management
  5. Advanced information management
  6. PART 2 uncomplicated METHODS
  7. Basic graphs
  8. Basic statistics
  9. PART three INTERMEDIATE METHODS
  10. Regression
  11. Analysis of variance
  12. Power analysis
  13. Intermediate graphs
  14. Resampling facts and bootstrapping
  15. PART four complicated METHODS
  16. Generalized linear models
  17. Principal elements and issue analysis
  18. Time series
  19. Cluster analysis
  20. Classification
  21. Advanced tools for lacking data
  22. PART five increasing YOUR SKILLS
  23. Advanced photos with ggplot2
  24. Advanced programming
  25. Creating a package
  26. Creating dynamic reports
  27. Advanced snap shots with the lattice package deal to be had on-line basically from manning.com/kabacoff2

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Mixed Finite Element Methods and Applications (Springer Series in Computational Mathematics)

By Daniele Boffi, Michel Fortin

Non-standard finite point equipment, particularly combined equipment, are vital to many purposes. during this textual content the authors, Boffi, Brezzi and Fortin current a normal framework, beginning with a finite dimensional presentation, then relocating directly to formula in Hilbert areas and at last contemplating approximations, together with stabilized tools and eigenvalue difficulties. This book also offers an advent to straightforward finite aspect approximations, by means of the development of components for the approximation of combined formulations in H(div) and H(curl). the overall thought is utilized to a couple classical examples: Dirichlet's challenge, Stokes' challenge,  plate difficulties, elasticity and electromagnetism.

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Statistical Field Theory: An Introduction to Exactly Solved Models in Statistical Physics (Oxford Graduate Texts)

This ebook offers a radical creation to the attention-grabbing international of section transitions in addition to many similar issues, together with random walks, combinatorial difficulties, quantum box concept and S-matrix. basic innovations of section transitions, resembling order parameters, spontaneous symmetry breaking, scaling ameliorations, conformal symmetry, and anomalous dimensions, have deeply replaced the trendy imaginative and prescient of many parts of physics, resulting in awesome advancements in statistical mechanics, trouble-free particle concept, condensed topic physics and string concept. This self-contained e-book offers an exceptional advent to frontier issues of precisely solved versions in statistical mechanics and quantum box idea, renormalization team, conformal versions, quantum integrable platforms, duality, elastic S-matrix, thermodynamics Bethe ansatz and shape issue conception. The transparent dialogue of actual rules is followed through an in depth research of numerous branches of arithmetic, exclusive for his or her attractiveness and wonder, comparable to countless dimensional algebras, conformal mappings, quintessential equations or modular features. along with complicated learn subject matters, the publication additionally covers many easy subject matters in statistical mechanics, quantum box conception and theoretical physics. each one argument is mentioned in nice aspect, being attentive to an total coherent figuring out of actual phenomena. Mathematical heritage is supplied in vitamins on the finish of every bankruptcy, while applicable. The chapters also are via difficulties of other degrees of trouble. complex undergraduate and graduate scholars will discover a wealthy and difficult resource for bettering their abilities and for achieving a complete studying of the various aspects of the subject.

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Monte Carlo and Quasi-Monte Carlo Methods 2012

By Josef Dick, Frances Y. Kuo, Gareth W. Peters, Ian H. Sloan

This booklet represents the refereed court cases of the 10th foreign convention on Monte Carlo and Quasi-Monte Carlo tools in clinical Computing that used to be held on the college of recent South Wales (Australia) in February 2012. those biennial meetings are significant occasions for Monte Carlo and the leading occasion for quasi-Monte Carlo examine. The court cases comprise articles in accordance with invited lectures in addition to conscientiously chosen contributed papers on all theoretical points and functions of Monte Carlo and quasi-Monte Carlo tools. The reader might be supplied with details on newest advancements in those very energetic parts. The booklet is a superb reference for theoreticians and practitioners attracted to fixing high-dimensional computational difficulties coming up, specifically, in finance, information and special effects.

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Business Statistics For Dummies

By Alan Anderson

Score better on your enterprise data path? Easy.

Business information is a typical direction for enterprise majors and MBA applicants. It examines universal facts units and the right kind option to use such details while undertaking learn and generating informational studies corresponding to revenue and loss statements, client delight surveys, and peer comparisons.

Business information For Dummies tracks to a customary enterprise data path provided on the undergraduate and graduate degrees and offers transparent, functional factors of commercial statistical rules, thoughts, formulation, and calculations, with plenty of examples that exhibits you ways those thoughts practice to the realm of worldwide company and economics.

  • Shows you the way to exploit statistical info to get an educated and independent photograph of the market
  • Serves as an exceptional complement to lecture room learning
  • Helps you ranking your optimum on your company information course

If you are learning company on the college point or you are a specialist searching for a table reference in this complex subject, Business facts For Dummies has you covered.

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Practical PowerPivot & DAX Formulas for Excel 2010

By Art Tennick

250 + ready-to-use, robust DAX formulas

Develop potent company intelligence (BI) suggestions and force quicker, higher selection making throughout what you are promoting with aid from an skilled database advisor and coach. via transparent reasons, screenshots, and examples, Practical PowerPivot & DAX formulation for Excel 2010 indicates you the way to extract actionable insights from big quantities of company facts. greater than 250 downloadable DAX formulation plus necessary appendixes overlaying SQL, MDX, and DMX question layout are incorporated during this hands-on consultant.

  • Build pivot tables and charts with PowerPivot for Excel
  • Import details from entry, Excel, information feeds, SQL Server, and different assets
  • Organize and structure BI studies utilizing the PowerPivot box record
  • Write DAX formulation that filter out, kind, regular, and denormalize info
  • Construct complicated DAX formulation from statistical, math, and date capabilities
  • Compare present and earlier functionality utilizing date and time intelligence
  • Handle non-additive numbers, non-numeric values, and working totals
  • Develop entire self-service and sharable BI options in a number of minutes

Download the resource code from www.mhprofessional.com/computingdownload

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Practical Business Statistics, Sixth Edition

Practical enterprise records, 6th variation, is a conceptual, real looking, and matter-of-fact method of managerial facts that rigorously maintains–but doesn't overemphasize–mathematical correctness. The ebook bargains a deep realizing of ways to profit from information and the way to accommodate uncertainty whereas selling using useful machine purposes. This teaches current and destiny managers find out how to use and comprehend records with out an overdose of technical aspect, allowing them to higher comprehend the strategies to hand and to interpret effects. The textual content makes use of first-class examples with actual international info when it comes to the practical parts inside of company similar to finance, accounting, and advertising. it really is good written and designed to assist scholars achieve a superior figuring out of basic statistical rules with no bogging them down with extra mathematical info.

• common, energetic writing style.
• Separate writing bankruptcy aids teachers in instructing easy methods to explain
quantitative analysis.
• Over two hundred carefully-drawn charts and graphs convey tips to visualize data.
• info mining is a subject that looks in lots of chapters, usually featuring
a huge database (included at the site) of features of 20,000
potential donors to a precious reason and the volume really given in
response to a mailing.
• a number of the examples and difficulties within the 6th variation were updated
with newer info units, and the ever-changing web keeps to be
featured as a knowledge source.
• every one bankruptcy starts with an summary, exhibiting why the topic is
important to company, and ends with a finished precis, with
key phrases, questions, difficulties, database routines, tasks, and
cases in such a lot chapters.
• All info are technically exact (Professor Siegel has a PhD in Statistics
from Stanford college and has given displays on exploratory data
analysis with its author) whereas the booklet concentrates at the understanding
and use of statistics by way of managers.
• gains that experience labored good for college kids and teachers within the first five
editions were retained.

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