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This course examines the fundamentals, basic properties and use of classical and modern nonparametric statistical methods for data analysis. Topics may include: order statistics; goodness-of-fit tests; rank tests for single-sample and two-independent samples; tests for designed experiments; permutation tests; tests for trends and association; jackknife and bootstrapping methods; nonparametric regression; nonparametric estimator and statistical functionals.
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What is sexual and gender diversity? How does the experience of our own genderedness and sexuality define members of sexual and gender minorities as people, and shape our opinions about those people who do not share our experiences or who do not express their sexuality in the same ways as we do? This course looks at these sorts of questions and does so while teaching about (and in many cases meeting and talking with) people whose gender or sexuality places them on the fringes of mainstream society. People who are gay, lesbian, bisexual or asexual; transgender people and individuals who cross dress, or play with bondage, domination, use pornography, and/or are involved in commercial sex activities. In lectures and tutorials we will examine questions such as: To what extent are sexual and gender diversity biologically ‘hard-wired’ rather than learned? What is ‘normal’ in human sexuality and gender? How, in an increasingly interconnected world, are our ideas about sexual and gender diversity changing? What are the intersectionality that we can discover in the whole course of learning and how do we use these learnings to help make a better world?
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This course examines multi-disciplinary perspectives to examine significant and complex issues of Northeast Asia in the past and present. It aims to help students understand how the historical legacy of Northeast Asia is reflected in today’s states and societies of these regions, and how political, economic, social, and cultural characteristics of Northeast Asia continue to evolve in a comprehensive way.
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This course examines economic history and its persistent impact on economic development in the context of China. Particular attention will be paid to explaining the missing industrialization in the Ming-Qing period and the historical roots of China’s recent economic rise. To this end, the course will compare China to the West in terms of culture, institutions, human capital, and other fundamental forces of development, and will employ historical data and econometric tools to examine the economic impacts of these fundamentals.
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This course examines social media marketing from three perspectives—principles, applications and strategies. Social media and network theory, popular social media strategies, and data analytic tools will be introduced.
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The purpose of this course is to help students reach their full potential as an ethical leader in their home, workplace, and community.
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This course examines financial regulations and compliance relevant to intermediaries (company and individuals) licensed to engage in regulated activities. Embedded in regulations and compliance are ethics, professional standards and applicable laws.
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This course examines the fundamentals of engineering project management. It covers project environment; project evaluation; risk management process; project selection and proposal preparation; project scheduling and contingency setting and control; control of variation and claims; project management methodologies and techniques, change management; multi-criteria decision making process; analytic hierarchy process; PERT/GANTT techniques for project control and resources allocation; simulation of critical paths; case studies.
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This course examines option pricing and hedging. It will concentrate on the theory and idea of derivatives pricing and risk management. Topics include option market; European and American options; conditional expectation and discrete-time martingale, discrete-time option pricing theory; true probabilities vs. risk-neutral probabilities; estimating volatility; the Black-Scholes formula; implied volatility; option Greeks; market-making and hedging; and exotic options.
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This course examines the history and present-day attributes of the China in the macro-region of Northeast Asia. This approach emphasizes the importance of conceptualizing China as more than just a national entity and looking beyond the traits of major cities such as Beijing, Shanghai, and Guangzhou to understand what and who is Chinese. This course highlights patterns and exceptions in relations on various levels, including state-to-state and individual-to-individual, between China and other states and societies of Northeast Asia. Students will develop their understanding of China’s connections to its neighbors and how political, economic, and social interaction among disparate groups shapes the region of Northeast Asia.
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