A comprehensive guide to automated statistical data cleaning The production of clean data is a complex and time-consuming process that requires both technical know-how and statistical expertise. Statistical Data Cleaning brings together a wide range of techniques for cleaning textual, numeric or categorical data. This book examines technical data cleaning methods relating to data representation and data structure. A prominent role is given to statistical data validation, data cleaning based on predefined restrictions, and data cleaning strategy. Key features: Focuses on the automation of data cleaning methods, including both theory and applications written in R. Enables the reader to design data cleaning processes for either one-off analytical purposes or for setting up production systems that clean data on a regular basis. Explores statistical techniques for solving issues such as incompleteness, contradictions and outliers, integration of data cleaning components and quality monitoring. Supported by an accompanying website featuring data and R code. This book enables data scientists and statistical analysts working with data to deepen their understanding of data cleaning as well as to upgrade their practical data cleaning skills. It can also be used as material for a course in data cleaning and analyses.
A comprehensive guide to automated statistical data cleaning The production of clean data is a complex and time-consuming process that requires both technical know-how and statistical expertise. Statistical Data Cleaning brings together a wide range of techniques for cleaning textual, numeric or categorical data. This book examines technical data cleaning methods relating to data representation and data structure. A prominent role is given to statistical data validation, data cleaning based on predefined restrictions, and data cleaning strategy. Key features: Focuses on the automation of data cleaning methods, including both theory and applications written in R. Enables the reader to design data cleaning processes for either one-off analytical purposes or for setting up production systems that clean data on a regular basis. Explores statistical techniques for solving issues such as incompleteness, contradictions and outliers, integration of data cleaning components and quality monitoring. Supported by an accompanying website featuring data and R code. This book enables data scientists and statistical analysts working with data to deepen their understanding of data cleaning as well as to upgrade their practical data cleaning skills. It can also be used as material for a course in data cleaning and analyses.
In this study, Edwin K. Broadhead's purpose is to gather the ancient evidence of Jewish Christianity and to reconsider its impact. He begins his investigation with the hypothesis that groups in antiquity who were characterized by Jewish ways of following Jesus may be vastly underrepresented, misrepresented and undervalued in the ancient sources and in modern scholarship. Giving a critical analysis of the evidence, the author suggests that Jewish Christianity endured as an historical entity in a variety of places, in different times and in diverse modes. If this is true, a new religious map of antiquity is required. Moreover, the author offers a revised context for the history of development of both Judaism and Christianity and for their relationship.
In 2015, Singapore celebrates its 50th anniversary of independence. This book covers the complex historical forces and circumstances that shaped this nation. It tells of Britain's imperial visions and schemes, and of how their failure cast a shadow on the story of Singapore's incorporation into the Federation of Malaysia and expulsion from it.
This book explores the development of a titular Christology within the narrative world of the Gospel of Mark. Preliminary attention is given to the historical background of various titles, but the primary focus is on the literary foreground. Broadhead analyses the distribution of various titles throughout the narrative, describes the associations established, and notes the level of confirmation offered. His major focus is on the development of each title within the larger literary strategy and the effect of this strategy upon the christological presentation. He concludes that such titles are not inherently christological, but become so within the literary world of the Gospel of Mark.
The New Grove Musical Instruments Series, a companion to the much-acclaimed New Grove Composer Biography Series, presents in book form many of the lengthy and informative articles published in The New Grove Dictionary of Musical Instruments. Each book is a comprehensive guide to all facets of an instrument: its history, construction, repertory, playing techniques, and makers, written by leading authorities.
Employing a formalistic analysis set within a broad tradition-history context, this analysis investigates the relationship between Passion story and Gospel story in Mark. Broadhead looks especially at the narrative morphology and narrative syntax of individual stories, their relation to the Passion account, and their interaction with the larger world of the narrative. He reveals in Mark 14-16 a carefully-crafted text which is intimately linked to the larger Gospel story. This is particularly true of the strategies of characterization and of the christological portrait they support. This book invites reconsideration of basic questions about Mark: its nature and purpose; the role of the community behind it; assumptions about authorial intention; patterns of development for the Gospel tradition; and the form and function of the Gospel genre.
This handbook is unique in its focus on bilingual theories, issues on the teaching of bilinguals, bilingual policies abroad, and current research on bilinguals as all of this related in some way to the Spanish-speaking world. There is currently no other book like it available, despite the growing number of courses teaching Spanish Bilingualism. It is anticipated that this new handbook will be of great interest to linguists, sociolinguists, language acquisitionists, as well as teachers who deal with topics relating to bilingualism as it relates to Spanish speakers around the world. Though work has been done looking at bilingualism and multilingualism, this book provides a valuable addition that deals with an area where a comprehensive work such as this is indeed lacking.
This monumental series, acclaimed as a "masterpiece of comprehensive scholarship" in the New York Times Book Review, reveals the impact of Asia's high civilizations on the development of modern Western society. The authors examine the ways in which European encounters with Asia have altered the development of Western society, art, literature, science, and religion since the Renaissance. In Volume III: A Century of Advance, the authors have researched seventeenth-century European writings on Asia in an effort to understand how contemporaries saw Asian societies and peoples. Book 3: Southeast Asia examines European images of the lands, societies, religions, and cultures of Southeast Asia. The continental nations of Siam, Vietnam, Malaya, Pegu, Arakan, Cambodia, and Laos are discussed, as are the islands of Java, Bali, Sumatra, Borneo, Amboina, the Moluccas, the Bandas, Celebes, the Lesser Sundas, New Guinea, Australia, New Zealand, the Philippines, Mindanao, Jolo, Guam, and the Marianas.
There has been a recent explosion of knowledge in the field of respiratory genetics. This authoritative text brings together current knowledge in respiratory genetics in a single volume. The book includes a comprehensive introductory section to provide guidance and aid understanding of key basic concepts in respiratory genetics, including statistic
Nucleotide Sequences 1986/1987, Volume IV: Plants and Organelles presents data that reflect the information found in GenBank Release 44.0 of August 1986. This book provides information pertinent to the unique international collaboration between two leading nucleotide sequence data libraries, one based in Europe and one in the United States. Organized into two sections, this volume begins with an overview of the sequences, some basic identifying information, and some of the biological annotations. This text then discusses the EMBL Nucleotide Sequence Data Library, an international center of fundamental research with its main focus in the fields of cell biology, molecular structures, instrumentation, and differentiation. This book discusses as well the GenBank database established in 1982 by the National Institute of General Medical Sciences of the U.S National Institutes of Health. This book is a valuable resource for molecular biologists and other investigators collecting the large number of reported DNA and RNA sequences and making them available in computer-readable form.
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