Principles Of Data Analysis Pdf
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Principles of Data Management and Presentation
Author: John P. Hoffmann
language: en
Publisher: Univ of California Press
Release Date: 2017-07-03
Why research? -- Developing research questions -- Data -- Principles of data management -- Finding and using secondary data -- Primary and administrative data -- Working with missing data -- Principles of data presentation -- Designing tables for data presentations -- Designing graphics for data presentations
Principles of Data Assimilation
Author: Seon Ki Park
language: en
Publisher: Cambridge University Press
Release Date: 2022-09-29
Data assimilation is theoretically founded on probability, statistics, control theory, information theory, linear algebra, and functional analysis. At the same time, data assimilation is a very practical subject, given its goal of estimating the posterior probability density function in realistic high-dimensional applications. This puts data assimilation at the intersection between the contrasting requirements of theory and practice. Based on over twenty years of teaching courses in data assimilation, Principles of Data Assimilation introduces a unique perspective that is firmly based on mathematical theories, but also acknowledges practical limitations of the theory. With the inclusion of numerous examples and practical case studies throughout, this new perspective will help students and researchers to competently interpret data assimilation results and to identify critical challenges of developing data assimilation algorithms. The benefit of information theory also introduces new pathways for further development, understanding, and improvement of data assimilation methods.
Corpus Approaches to Discourse
Corpus linguistics has now come of age and Corpus Approaches to Discourse equips students with the means to question, defend and refine the methodology. Looking at corpus linguistics in discourse research from a critical perspective, this volume is a call for greater reflexivity in the field. The chapters, each written by leading authorities, contain an overview of an emerging area and a case-study, presenting practical advice alongside theoretical reflection. Carefully structured with an introduction by the editors and a conclusion by leading researcher, Paul Baker, this is key reading for advanced students and researchers of corpus linguistics and discourse analysis.