Preliminary concepts

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  • This paper proposes a hierarchical text categorization (TC) approach to encoding free-text clinical notes with ICD-9-CM codes. Preliminary experimental result on the 2007 Computational Medicine Challenge data shows a hierarchical TC system has achieved a microaveraged F1 value of 86.6, which is comparable to the performance of state-of-the-art flat classification systems.

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  • This chapter collects some fundamental mathematical concepts that we will use in our study of probability and statistics. Most of these concepts should seem familiar, although our presentation of them may be a bit more formal than you have previously encountered. This formalism will be quite useful as we study probability, but it will tend to recede into the background as we progress to the study of statistics.

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  • The purpose of this text is to provide the basis for an upper-level undergraduate or graduate course over one or two semesters, covering basic concepts and examples of fluid mechanics with particular applications in the natural environment. The book is designed to meet a dual purpose, providing an advanced fundamental background in the fluid mechanics of environmental systems and also applying fluid mechanics principles to a variety of environmental issues.

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  • The concept of this book is that of a personal tool, which compacts 20 percent of the data is needed 80 percent of the time by electrical design professionals in the preliminary design of buildings of all types and sizes. This tool is meant to always be at one's fingertips ( open on a drawing board, desk, or computer table; carried in a briefcase; or kept in one's pocket).

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  • The topics of control engineering and signal processing continue to flourish and develop. In common with general scientific investigation, new ideas, concepts and interpretations emerge quite spontaneously and these are then discussed, used, discarded or subsumed into the prevailing subject paradigm. Sometimes these innovative concepts coalesce into a new sub-discipline within the broad subject tapestry of control and signal processing. This preliminary battle be- tween old and new usually takes place at conferences, through the Internet and in the journals of the discipline.

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  • Applied statistics for civil and environmental engineers has many contents: Preliminary Data Analysis, Basic Probability Concepts, Random Variables and Their Properties, Model Estimation and Testing, Methods of Regression and Multivariate Analysis, Frequency Analysis of Extreme Events, Simulation Techniques for Design, Risk and Reliability Analysis, Bayesian Decision Methods and Parameter Uncertainty.

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  • This book is intended to provide an introduction to the technical concepts of wastewater treatment. It assumes that the reader has at least a first-year undergraduate level of scientific understanding but not necessarily any previous knowledge of wastewater treatment. A reading list is provided at the end of the book for more in-depth information on the topics that are introduced here. The authors are based in the United Kingdom and therefore the scientific units and terminology that are used in this book are those which are common in that country....

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  • The lecture notes are organized as follows: Chapter 1 gives a concise overview of the theory of Lebesgue and Stieltjes integration and convergence theorems used repeatedly in this course. For mathematic students, familiar e.g. with the content of Bauer (1996) or Bauer (2001), this chapter can be skipped or used as additional reference . Chapter 2 follows closely F¨ollmer’s approach to Itˆo’s calculus, and is to a large extent based on lectures given by him in Bonn (see Foellmer (1991)). A motivation for this approach is given in Sect. 2.1.

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  • Although we assume no prior training of the reader in formal numerical analysis, we will need to presume a common understanding of a few key concepts. We will define these briefly in this section.

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  • In a series of preliminary tests, we examined the pattern of mean daily returns throughout the lunar month, including visual inspections of return histograms. This examination reveals one interesting regularity. We observe that high returns tend to cluster around the new moon date, while low returns tend to cluster around the full moon date. Following this observation, we structure our returns tests to reflect the possible difference between new moon and full moon periods.

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  • MATHEMATICAL PRELIMINARIES Independent Component Analysis. Aapo Hyv¨ rinen, Juha Karhunen, Erkki Oja a Copyright  2001 John Wiley & Sons, Inc. ISBNs: 0-471-40540-X (Hardback); 0-471-22131-7 (Electronic) 2 Random Vectors and Independence In this chapter, we review central concepts of probability theory,statistics, and random processes. The emphasis is on multivariate statistics and random vectors. Matters that will be needed later in this book are discussed in more detail, including, for example, statistical independence and higher-order statistics.

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  • Apple's iOS has taken the world by storm and provided a game development platform, which for the first time gives average developers an opportunity to compete in the global multi-billion dollar entertainment software space. While there are several viable solutions for developing games for this platform, Unity has emerged as a leading platform for iOS and other platforms as well. With Unity's toolset, and this book, you will take the first steps on your journey to producing commercial quality games for the iOS platform....

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  • Chapter 1 Preliminaries This chapter introduces interest rates and growth rates. The two topics are closely related, so we treat them together. The concepts discussed here are not in Barro, but they will help you understand the graphs and statistics that he uses throughout his book.

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  • When you itemize charges for conceptual services/preliminary art and finished art, your charges for the preliminary art are generally not taxable and your charges for the tangible finished art are generally taxable. The charge for the finished art should reasonably reflect the cost of creating the artwork plus a markup for profit.

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  • This module provides students with an introduction to presenting project information by using a vision document. The module also provides an opportunity to review the course concepts. After completing this module, students will be able to: Identify the contents and purpose of a vision document. Develop a preliminary vision document. Summarize the major concepts of the course.

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  • (The definitions of the terms and concepts used in the book are brought together in an extensive glossary at the end of the book.). Part I (— sections 1.1—1.4) first gives some preliminary notes on this work's aims, contents, notational conventions, and the like.

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  • Chapter 5 MODEL CHOICE AND SPECIFICATION EDWARD E. LEAMER Basic concepts The functional Examples central asymptotic limit theorem results theory and related tools and notation and preliminary. Generalizations and additional references

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  • Chapter 46 UNIT ROOTS, STRUCTURAL JAMES H. STOCK Basic concepts The functional Examples central asymptotic limit theorem results theory and related tools and notation and preliminary. Generalizations and additional references

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  • A preliminary production aid is property used in the process of creating preliminary art and generally includes such items as scans, layouts, visualizations, artwork, illustrations, proofs, images, etc. Unlike intermediate production aids and special printing aids, preliminary production aids are not presumed sold to the customer prior to use. As such, you should pay tax on your purchase of tangible items developed and used to produce your preliminary designs. As explained in Preliminary art vs.

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  • The definitions of the terms and concepts used in the book are brought together in an extensive glossary at the end of the book.) £l J _ Part I (— sections 1.1—1.4) first gives some preliminary notes on this work's aims, contents, notational conventions, and the like.

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