杨子欣，北京大学光华管理学院商务统计与经济计量系在读博士生，师从宋晓军教授和虞吉海教授，主要研究方向为空间计量经济学、非参数和半参数方法等。研究论文发表在Journal of Business & Economic Statistics等学术期刊上。

In statistical inference, or hypothesis testing, the traditional tests are called parametric tests because they depend on the specification of a probability distribution (such as the normal) except ...

Citations: Mazumder, Bhashkar, Debopam Bhattacharya. 2011. A Nonparametric Analysis of Black-White Differences in Intergenerational Income Mobility in the United States. Quantitative Economics.

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...

Prairie, J., B. Rajagopalan, U. Lall, and T. Fulp. “A Stochastic Nonparametric Technique for Space-Time Disaggregation of Streamflows,” Water Resources Research, 43, 2007. Abstract: Stochastic ...