美国圣母大学统计学博士案例解读

学生姓名 L同学
文案及部门 美国高端部
顾问/规划师及部门季永杰-金吉列上海
申请类型 研究生博士

教育经历 2015.09 – 2019.06 Shanong UniversityMathematics an Applie Mathematics 本科GPA: 4.51/5.0

2019.08-2020.12 Johns Hopkins University Financial Mathematics 研究生
GPA: 3.83/4.0

语言/标化考试成绩 GRE：325+4.0； TOEFL： 过期了 申请的时候除了哥大提交的过期语言 其余未提供
工作经历 无
实习经历 China Chengxin Creit Analysis Co. Lt (Intern) Jun. 2020-Sep. 2020
•Constructe binary virtual economy systems base on the risk contagion theory, an conucte empirical
analysis of the spillover an contagion effects of liquiity risks between commercial banks an private equity funs
•Calculate the quantifie returns of inustry subjects an their investors uner ifferent risk levels, an
visualize the contagion moe, i.e. the result
•Analyze the financing methos an risk transmission channels between SMEs, establishe the risk contagion
moels, analyze the key factors affecting the lening threshol, quantifie the theoretical returns of enterprises
an banks, an summarize the expression of quantifie returns
•Stuie the factors influencing the choice of tripartite strategy of game by builing moels base on evolutionary
game theory, an visualize the evolution path an system stability by making numerical simulation with Python
to provie theoretical reference for the evelopment moe of supply chain financial financing
科研经历 Prouct Pricing Data Analysis (group project) May 2020
•Preprocesse, classifie, visualize an analyze about 1 million pieces of ata of Mercari online secon-han
traing, an analyze the importance of preiction features with Python
•Establishe the prouct price preiction moel with ranom forest, XGBoost an other regression methos
•Mae the accuracy of the moel up to 79% base on cross valiation an root mean square error inex
Simulation Construction of Orer Book Jan.2020
•Use Python to simulate the transaction an cancellation of price limit an market price orer between biers
an askers to realize the upate an presentation of orer book
•Generate transaction ata base on multiple Hawkes process an apply it to the entruste leger
The Interisciplinary Contest in Moeling (ICM) Jan. 2018
•Base on the structural imension an the impact of climate change, use the entropy algorithm to give weight
to the evaluation inicators, establishe the evaluation system of national vulnerability inex with the hierarchical
moel, use the grey forecasting moel to forecast the GDP of selecte countries in short term with the error rate
less than 1%
•Got the Secon Prize (H Awar)
The Impact of SARS an Covi-19 on Financial Markets Feb. 2020
•Stuie the similarity an ifference between SARS an COVID-19 to euce the possible influence of
COVID-19 on the financial market in the short term an long term

奖项/证书 First-class Scholarship (Sep. 2016) & Secon-class Scholarship (Sep. 2017)
Merit Stuent (Sep. 2016 & Sep. 2017)
申请结果 院校 专业 结果
University of Iowa statistics 录取
University of Notre Dame statistics 录取
University of Connecticut statistics 录取
Rutgers University, New Brunswick statistics 拒录
Ohio State University, Columbus statistics 拒录
University of Minnesota, Twin Cities statistics 拒录
Columbia University statistics 拒录
University of California, Davis statistics 拒录
背景分析 学生的GPA比较高，学术背景相对很好
但是博士申请有难度，并且由于托福过期，可选择的院校不是很多~

文书思路 推荐信选择的是三位JHU的老师，因为主要觉得国外的推荐信比较有说服力~
个人陈述主除了阐述学生的优势（理论方面的准备和实践方面的准备），主要阐释自己在统计这个领域的兴趣，清晰的博士阶段目标和职业目标，一般都是选择三个该方向的导师，详细阐释与老师的匹配，对老师研究的理解和规划，把该部分作为本文书的重点。

申请总结 博士申请尽量展示学生的清晰的研究规划和研究兴趣。关于语言问题，要提前和学生沟通好，不要出现后面需要语言的情况。及时关注学生邮箱，不要错过面试邮件。积极引导学生面试准备。