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Computer science and artificial intelligence in particular have no curriculum in research methods, as other sciences do. This book presents empirical methods for studying complex computer programs: exploratory tools to help find patterns in data, experiment designs and hypothesis-testing tools to help data speak convincingly, and modeling tools to help explain data. Although many of these techniques are statistical, the book discusses statistics in the context of the broader empirical enterprise. The first three chapters introduce empirical questions, exploratory data analysis, and experiment design. The blunt interrogation of statistical hypothesis testing is postponed until chapters 4 and 5, which present classical parametric methods and computer-intensive (Monte Carlo) resampling methods, respectively. This is one of few books to present these new, flexible resampling techniques in an accurate, accessible manner.Much of the book is devoted to research strategies and tactics, introducing new methods in the context of case studies. Chapter 6 covers performance assessment, chapter 7 shows how to identify interactions and dependencies among several factors that explain performance, and chapter 8 discusses predictive models of programs, including causal models. The final chapter asks what counts as a theory in AI, and how empirical methods—which deal with specific systems—can foster general theories.Mathematical details are confined to appendixes and no prior knowledge of statistics or probability theory is assumed. All of the examples can be analyzed by hand or with commercially available statistics packages.The Common Lisp Analytical Statistics Package (CLASP), developed in the author’s laboratory for Unix and Macintosh computers, is available from The MIT Press.A Bradford Book
Adam Smith is the best known among economists for his book, The Wealth of Nations, often viewed as the keystone of modern economic thought. Others, often heterodox economists and social philosophers, on the contrary, focus on Smith’s Theory of Moral Sentiments, and explore his moral theory. This work treats these dimensions of Smith’s work as elements in a seamless moral philosophical vision, demonstrating the integrated nature of these works and Smith’s other writings. Although many practitioners today see the study of Smith as an antiquarian exercise, this book weaves Smith into a constructive critique of modern ecnomic analysis (engaging along the way the work of Nobel Laureates Gary Becker, Amarty Sen, Douglass North, and James Buchanan) and builds bridges between that discourse and the other social sciences.
When does a person qualify for protected and continuing life? At a time when technology can sustain marginal life, it is ever more important to understand what constitutes a person. What are the medical, ethical, mental, legal, and philosophical criteria that determine protectable human life? By providing a much-needed religious/philosophical context for the discussion – examining contemporary thinking on just what constitutes valuable life – Walters broadens his inquiry beyond the human to include other animals and also deals with the phenomenon of anencephalic infants, those who are born without higher brains. Searching for a measurable and humane standard of personhood, Walters looks at its current definition and declares it inadequate. He offers instead the idea of proximate personhood, with criteria for helping to determine which individuals possess a unique claim to life.
Volume: 3 Publisher: London, Sonnenschein Subjects: Ethics Notes: This is an OCR reprint. There may be numerous typos or missing text. There are no illustrations or indexes. When you buy the General Books edition of this book you get free trial access to Million-Books.com where you can select from more than a million books for free. You can also preview the book there.
ما از اخلاق چه انتظاری داریم؟ این سوال شاید تاحدودی برای عموم مردم و یا متخصصان این رشته قابل پاسخ باشد؛ اینکه خوب بودن را به ما بیاموزد و در تنظیم روابط فردی م...
جشن کتاب تهران به ایستگاه سی و یکم رسیده است. حال و احوال نشر کتاب خوب نیست و باید فرهنگدوستان را به خرید و هدیه دادن کتاب ترغیب نمود. خانه اخلاقپژوهان جوان ب...
بنیاد کتابهای اخلاق اسلامی عمدتا پالایش جان از آلودگیها و آراستن آن به زیباییها است. اندیشه محوری این قبیل کتابها آن است که انسان فعلی آنی نیست که باید باشد...
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