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Book
The mysteries of Mathematics : from the archives of the Scientific American
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Year: 2006 Publisher: New York Scientific American

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Calculated Risks : How to Know When Numbers Deceive You
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ISBN: 9780743254236 Year: 2002 Publisher: London Simon and Schuster

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The little SAS book : a primer.
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ISBN: 9781590473337 1590473337 Year: 2006 Publisher: Cary SAS institute

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Getting started with SAS is easy with The Little SAS Book. This friendly, easy-to-read guide gently introduces you to the most commonly used features of SAS software plus a whole lot more! The book has been revised to include concepts of the Output Delivery System; the STYLE= option in the PRINT, REPORT, and TABULATE procedures; ODS HTML, RTF, PRINTER, and OUTPUT destinations; PROC REPORT; more on PROC TABULATE; exporting data; and the colon modifier for informats. You'll find clear and concise explanations of basic SAS concepts (such as DATA and PROC steps), inputting data, modifying and combining data sets, summarizing and presenting data, basic statistical procedures, and debugging SAS programs. Each topic is presented in a self-contained, two-page layout complete with examples and graphics. This format enables new users to get up and running quickly, while the examples allow you to type in the program and see it work!

Nonparametric simple regression : smoothing scatterplots.
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ISBN: 0761915850 1412985307 1452214506 0585212260 9780761915850 Year: 2000 Volume: 130 Publisher: Thousand Oaks (Calif.) Sage

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While regression analysis traces the dependence of the distribution of a response variable to see if it bears a particular (linear) relationship to one or more of the predictors, nonparametric regression analysis makes minimal assumptions about the form of relationship between the average response and the predictors. This makes nonparametric regression a more useful technique for analyzing data in which there are several predictors that may combine additively to influence the response. (An example could be something like birth order/gender/and temperament on achievement motivation). Unfortunately, researchers have not had accessible information on nonparametric regression analysisuntil now. Beginning with presentation of nonparametric regression based on dividing the data into bins and averaging the response values in each bin, Fox introduces readers to the techniques of kernel estimation, additive nonparametric regression, and the ways nonparametric regression can be employed to select transformations of the data preceding a linear least-squares fit. The book concludes with ways nonparametric regression can be generalized to logit, probit, and Poisson regression.

Visualizing data
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ISBN: 0963488406 9780963488404 Year: 1993 Publisher: Murray Hill AT and T Bell laboratories

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Visualization methods. A strategy for data analysis that stresses the use of visualization to thoroughly study the structure of data and to check the validity of mathematical and statistical models fitted to data. Prerequisites: Basic statistics and least-squares fitting.

Multilevel statistical models.
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ISBN: 0340806559 9780340806555 Year: 2003 Volume: 3 Publisher: London Arnold

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This new edition of this classic incorporates the most recent thinking on methodology and software, as well as the latest literature on multilevel statistical models. Topics covered by multilevel models have increased in recent years, and the methods are widely applied in the social sciences as well as in areas such as epidemiology, geography, education, surveys, and medicine. This third edition includes chapters on meta analysis, factor analysis and structural equation models, and has expanded sections on MCMC methods.


Book
Ggplot2 : elegant graphics for data analysis
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ISBN: 9783319242750 Year: 2016 Publisher: Switzerland : Springer,

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This new edition to the classic book by ggplot2 creator Hadley Wickham highlights compatibility with knitr and RStudio. ggplot2 is a data visualization package for R that helps users create data graphics, including those that are multi-layered, with ease. With ggplot2, it's easy to : (-) produce handsome, publication-quality plots with automatic legends created from the plot specification ; (-) superimpose multiple layers (points, lines, maps, tiles, box plots) from different data sources with automatically adjusted common scales ; (-) add customizable smoothers that use powerful modeling capabilities of R, such as loess, linear models, generalized additive models, and robust regression ; (-) save any ggplot2 plot (or part thereof) for later modification or reuse ; (-) create custom themes that capture in-house or journal style requirements and that can easily be applied to multiple plots ; (-) approach a graph from a visual perspective, thinking about how each component of the data is represented on the final plot. This book will be useful to everyone who has struggled with displaying data in an informative and attractive way. Some basic knowledge of R is necessary (e.g., importing data into R). ggplot2 is a mini-language specifically tailored for producing graphics, and you'll learn everything you need in the book. After reading this book you'll be able to produce graphics customized precisely for your problems, and you'll find it easy to get graphics out of your head and on to the screen or page.

Modeling survival data : extending the Cox model.
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ISBN: 0387987843 1441931619 1475732945 9780387987842 9781441931610 Year: 2010 Publisher: Berlin Springer

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This book is aimed at researchers, practitioners and graduate students who have some exposure to traditional methods of survival analysis. The emphasis is on semiparametric methods based on the proportional hazards model. The inclusion of examples with SAS and S-PLUS code will make the book accessible to most working statisticians.

Keywords

Biomathematics. Biometry. Biostatistics --- Medicine --- Survival analysis (Biometry) --- Médecine --- Analyse de la survie (Biométrie) --- Research --- Statistical methods --- Mathematical models --- Recherche --- Méthodes statistiques --- Modèles mathématiques --- Mathematical models. --- Statistical methods. --- Survival analysis (Biometry). --- Médecine --- Analyse de la survie (Biométrie) --- Méthodes statistiques --- Modèles mathématiques --- Probabilities. --- Statistics . --- Probability Theory and Stochastic Processes. --- Statistics for Life Sciences, Medicine, Health Sciences. --- Mathematical Modeling and Industrial Mathematics. --- Models, Mathematical --- Simulation methods --- Statistical analysis --- Statistical data --- Statistical science --- Mathematics --- Econometrics --- Probability --- Statistical inference --- Combinations --- Chance --- Least squares --- Mathematical statistics --- Risk --- Statistics. --- Medicine - Research - Statistical methods --- Medicine - Mathematical models --- Survival Analysis --- Analysis, Survival --- Analyses, Survival --- Survival Analyses --- Analysis, Survival (Biometry) --- Survivorship analysis (Biometry) --- Biometry --- Failure time data analysis --- Health Workforce --- Research&delete& --- AA / International- internationaal --- 303.0 --- 306.5 --- Statistische technieken in econometrie. Wiskundige statistiek (algemene werken en handboeken) --- Statistische analyse (methodologie) --- WA 950 Theory or methods of medical statistics

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