The Poetics of Aristotle


Book Description




The R Book


Book Description

The high-level language of R is recognized as one of the mostpowerful and flexible statistical software environments, and israpidly becoming the standard setting for quantitative analysis,statistics and graphics. R provides free access to unrivalledcoverage and cutting-edge applications, enabling the user to applynumerous statistical methods ranging from simple regression to timeseries or multivariate analysis. Building on the success of the author’s bestsellingStatistics: An Introduction using R, The R Book ispacked with worked examples, providing an all inclusive guide to R,ideal for novice and more accomplished users alike. The bookassumes no background in statistics or computing and introduces theadvantages of the R environment, detailing its applications in awide range of disciplines. Provides the first comprehensive reference manual for the Rlanguage, including practical guidance and full coverage of thegraphics facilities. Introduces all the statistical models covered by R, beginningwith simple classical tests such as chi-square and t-test. Proceeds to examine more advance methods, from regression andanalysis of variance, through to generalized linear models,generalized mixed models, time series, spatial statistics,multivariate statistics and much more. The R Book is aimed at undergraduates, postgraduates andprofessionals in science, engineering and medicine. It is alsoideal for students and professionals in statistics, economics,geography and the social sciences.




The Appeal to Life ...


Book Description




Statistical Rethinking


Book Description

Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work. The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation. By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling. Web Resource The book is accompanied by an R package (rethinking) that is available on the author’s website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.







The Female Persuasion


Book Description

A New York Times Bestseller “A powerful coming-of-age story that looks at ambition, friendship, identity, desire, and power from the much-needed female lens." —Bustle “Ultra-readable.” —Vogue From the New York Times-bestselling author of The Interestings, comes an electric novel not just about who we want to be with, but who we want to be. To be admired by someone we admire—we all yearn for this: the private, electrifying pleasure of being singled out by someone of esteem. But sometimes it can also mean entry to a new kind of life, a bigger world. Greer Kadetsky is a shy college freshman when she meets the woman she hopes will change her life. Faith Frank, dazzlingly persuasive and elegant at sixty-three, has been a central pillar of the women’s movement for decades, a figure who inspires others to influence the world. Upon hearing Faith speak for the first time, Greer—madly in love with her boyfriend, Cory, but still full of longing for an ambition that she can’t quite place—feels her inner world light up. And then, astonishingly, Faith invites Greer to make something out of that sense of purpose, leading Greer down the most exciting path of her life as it winds toward and away from her meant-to-be love story with Cory and the future she’d always imagined. Charming and wise, knowing and witty, Meg Wolitzer delivers a novel about power and influence, ego and loyalty, womanhood and ambition. At its heart, The Female Persuasion is about the flame we all believe is flickering inside of us, waiting to be seen and fanned by the right person at the right time. It’s a story about the people who guide and the people who follow (and how those roles evolve over time), and the desire within all of us to be pulled into the light.




Spend It!


Book Description

A charming introduction to simple money concepts in which a bunny learns he can't buy everything he wants with his allowance! Sonny gets three whole carrots a week for his allowance and wants to buy everything! But he quickly discovers his money won't go that far, and he has to make some choices. That doesn't sound like much fun to Sonny, especially when he learns that the bouncy castle he's been eyeing goes for ONE HUNDRED carrots. Ridiculous! But eventually, after a little math and a little more thinking, he has a blast discovering what's really important to him and worth spending his carrots on. This is one of the four books in the internationally acclaimed Moneybunny Books series that also includes Earn It!, Give It!, and Save It!




The Fingerprint


Book Description

The idea of The Fingerprint Sourcebook originated during a meeting in April 2002. Individuals representing the fingerprint, academic, and scientific communities met in Chicago, Illinois, for a day and a half to discuss the state of fingerprint identification with a view toward the challenges raised by Daubert issues. The meeting was a joint project between the International Association for Identification (IAI) and West Virginia University (WVU). One recommendation that came out of that meeting was a suggestion to create a sourcebook for friction ridge examiners, that is, a single source of researched information regarding the subject. This sourcebook would provide educational, training, and research information for the international scientific community.




Programming for Computations - Python


Book Description

This book presents computer programming as a key method for solving mathematical problems. There are two versions of the book, one for MATLAB and one for Python. The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style is more accessible and concise, in keeping with the needs of engineering students. The book outlines the shortest possible path from no previous experience with programming to a set of skills that allows the students to write simple programs for solving common mathematical problems with numerical methods in engineering and science courses. The emphasis is on generic algorithms, clean design of programs, use of functions, and automatic tests for verification.




Clinical Pathways in Stroke Rehabilitation


Book Description

This open access book focuses on practical clinical problems that are frequently encountered in stroke rehabilitation. Consequences of diseases, e.g. impairments and activity limitations, are addressed in rehabilitation with the overall goal to reduce disability and promote participation. Based on the available best external evidence, clinical pathways are described for stroke rehabilitation bridging the gap between clinical evidence and clinical decision-making. The clinical pathways answer the questions which rehabilitation treatment options are beneficial to overcome specific impairment constellations and activity limitations and are well acceptable to stroke survivors, as well as when and in which settings to provide rehabilitation over the course of recovery post stroke. Each chapter starts with a description of the clinical problem encountered. This is followed by a systematic, but concise review of the evidence (RCTs, systematic reviews and meta-analyses) that is relevant for clinical decision-making, and comments on assessment, therapy (training, technology, medication), and the use of technical aids as appropriate. Based on these summaries, clinical algorithms / pathways are provided and the main clinical-decision situations are portrayed. The book is invaluable for all neurorehabilitation team members, clinicians, nurses, and therapists in neurology, physical medicine and rehabilitation, and related fields. It is a World Federation for NeuroRehabilitation (WFNR) educational initiative, bridging the gap between the rapidly expanding clinical research in stroke rehabilitation and clinical practice across societies and continents. It can be used for both clinical decision-making for individuals and as well as clinical background knowledge for stroke rehabilitation service development initiatives.