# | f3 d7 h; R+ A) t% x) J 为了确保大家真正能够对资料进行使用,我们还从学校里找来了三名非本专业的学生(艺术性、体育和工业工程),在他们的建议下我们进行了研发和修改真正适合大家学习资料(接地气,适合年轻教师和博硕士,拿来可以直接套用论文写作)。老师讲述视频为4个小时,这是全部因果推断方法及因果推断实证的方方面面,内容做的非常规范,大家即使发表顶刊也可以根据自己需求进行摘取运用!4 E! ~) }; m. v9 j! \/ I
资料的主要内容有: 6 w) W" }- z9 X8 Y% s0 \6 V- _& ]; J0 r1 a8 ~% ?1 O7 N% F
1、stata安装包及详细安装教程0 [0 F" i& q/ B# ]( [4 G
2、安装命令大全:论文实证全部配套的安装命令、外部命令(放到指定文件夹即可使用,永久无需安装) / [2 Z! X2 J2 y) {4 E" G3、因果推断基础知识 (讲得很详细,最基本的必须掌握):全部视频+讲义+案例+数据+代码 n. j0 b9 q6 S/ C( P7 o
(1)相关关系与因果关系 0 _7 h/ [" _4 _+ W8 }# a m(2)因果推断的两类方法,基于实验数据和基于观测数据: n! ? O1 s5 U% ? R+ ~$ F. W0 p% u
(3)内生性,双向因果、遗漏变量、测量误差等7 e+ @, _2 q8 v) f+ M
(4)图模型,图和结构因果模型 : N7 v9 ~2 r7 {! l2 A(5)参考文献:- m8 R) C! c, u+ A( _+ [4 U3 n
[1] Cinelli,Forney and Pearl (2022) A Crash Course in Good and BadControls,Journal Sociological Methods and Research, forthcoming.! v1 |# `8 D, {9 e+ o
[2]Hernan,Miguel A. and James M. Robins, (2020),Causal inference: Whatif, Chapter 6-8, CRC Press. ' b( T: }9 i Z1 U+ Z: V/ P9 s8 n[3]Imbens, G. W.,& Rubin, D.B.(2015). Causal inference in statistics,social, and biomedical sciences. Cambridge University Press. 5 B0 N9 u5 O, v9 S, l, j[4]Pearl,Judea, Madenlyn Glymour,and Nicholas P. Jewell,(2016),Causalinference in statistics: A primer, Wiley.4 `2 {; c6 F9 |+ a
[5]Pearl, Judea and Dana Mackenzie, (2018),The book of why, Basic books. l( w. J9 u/ f% I" V
[6]赵西亮,(2017),基本有用的计量经济学,第4章,北京大学出版社。 9 D/ @, v* h( S3 z6 {* n2 c4、双重差分法和psm:全部视频+讲义+案例+数据+代码 D- c8 @: d3 I(1)双重差分基础知识模型(含平行趋势检验和安慰剂检验)介绍,案例代码和数据演示6 @) _% q4 w7 W' D; T1 d4 B
(2)PSM-DID基础知识模型介绍,案例代码和数据演示! u# g+ {) P. h+ n. w0 Z
(3)PSM基础知识模型介绍,案例代码和数据演示 3 E( F# [4 a+ @(4)扩展分析,三重差分法、多期DID案例代码和数据演示, f( w- J$ T% ?( \: h- g+ m
(5)参考文献:; _" b( w% X7 I' i7 B/ M) c
[1]Abadie, A. (2005), “Semiparametric difference-in-difference estimators,” Review of Economic Studies, 72, 1–19. 2 H, f7 b4 c R: f[2]Athey, S., and Imbens, G. W. (2018), “Design-based analysis in difference-in-differences settings with staggered adoption,” Working Paper. 0 B& y1 c. g x[3]Card, D., and Krueger, A. B. (1994), “Minimum wages and employment: A case study of the fast-food industry in New Jersey and Pennsylvania,” American Economic Review, 84(4), 772–793. + Q! c9 H8 |6 n# v5、工具变量法:全部视频+讲义+案例+数据+代码 ) Y: }( ]$ H$ \0 \' S2 @5 H( k(1)工具变量法基础知识模型介绍 ) ]8 k! k! a* N8 r3 b2 D, Q( [' H4 [(2)工具变量法案例分析 8 O C) e0 }* o# l- O(3)工具变量法数据代码运行解析; A1 Y% s: b [* ]- ]
(4)参考文献: C. I& L3 D( `% M# R[1]Munshi, K. (2003). Networks in the modern economy: Mexican migrants in the US labor market. The Quarterly Journal of Economics, 118(2), 549-599.Miguel E, Satyanath S, Sergenti E. Economic shocks and civil conflict: An instrumental variables approach[J]. Journal of political Economy, 2004, 112(4): 725-753. 2 H2 C6 O! y8 u2 A. _. P# H: p[2]孙伟增, 张晓楠, 郑思齐. 空气污染与劳动力的空间流动——基于流动人口就业选址行为的研究[J]. 经济研究, 2019, 54(11):102-117. ! ?+ E- O4 I. P) o+ G陈诗一, 陈登科. 雾霾污染、政府治理与经济高质量发展[J]. 经济研究, 2018, 53(02):20-34. . [! E( ]6 v; T* }* W+ w3 u6、断点回归:全部视频+讲义+案例+数据+代码 6 r# e0 r9 w! a1 w9 L(1)断点回归基础知识模型介绍 ) k# O v9 K) ]5 o) t+ c/ M (2) 断点回归案例解析5 T' ~: U5 @! l' E) e7 `
(3) 断点回归数据代码运行,基本回归和绘图操作均有 % h* [4 x, k+ y(4)参考文献: 2 F; H% C. F$ ~" {[1]Black,Sandra E,"Do better schools matter? Parental valuation of elementaryeducation,”The quarterly journal of economics, 1999,114 (2),577-599.! h0 D; T# a3 N; L
[2]Card, David,David S. Lee,Zhuan Pei, and Andrea Weber, “Inference oncausal effects in a generalized regression kink design,”Econometrica, 2015,83(6),2453-2483. ]0 R! X" N- N5 T. Z T/ _
[3]Chan,Jimmy, Xian Fang, Zhi Wang, Xianhua Zai,and Qinghua Zhang,“Valuing primary schools in urban China,”Journal of Urban Economics,2020, 115,103183." D) C2 }2 ] \$ w1 V 7、合成控制法:全部视频+讲义+案例+数据+代码 ~8 e& r- e7 t# X1 D: r
(1)合成控制法基础知识模型介绍 * [) K$ D. S/ Q- I6 q(2)合成控制法案例解析$ a' K. ?3 Z6 p( Q
(3)合成控制法数据代码运行,基本回归、安慰剂检验、稳健性检验均有$ h- N6 r0 P4 T- |* w' F; Y
(4)参考文献:; f/ f ^5 m% G' m+ C
[1]Arkhangelsky,Dmitry, Susan Athey,David A Hirshberg, Guido WImbens,and Stefan Wager, “Synthetic difference-in-differences,”AmericanEconomic Review, 2021, 111(12), 4088-4118.. k, _* G* @% F/ t
[2] Alexis Diamond,and Jens Hainmueller, “Synthetic Control Methods forComparative Case Studies Estimating the Effect of California's Tobacco ControlProgram,” Journal of the American Statistical Association, 2010,105 (490)5 i, Z7 o9 ?8 c/ r
[3]Athey, Susan and Guido W Imbens, “The state of applied econometrics,Causality and policy evaluation,”Journal of Economic perspectives,2017,31(2),3-32 " T: n* k2 V( s5 K& J8、文献应用再次讲解解析(会用才是关键,教大家如何写在用在顶刊论文) 4 j& m5 B0 f0 f! x" W( E/ {(1)中文顶刊解析:# F; u3 v3 N) ]/ F& e5 l `
[1]钱雪松,方胜.担保物权制度改革影响了民营企业负债融资吗?——来自中国《物权法》自然实验的经验证据[J].经济研究,2017,52(05):146-160. $ T3 U, V; C& S* u8 {# F[2]叶菁菁,吴燕,陈方豪等.个人所得税减免会增加劳动供给吗?——来自准自然实验的证据[J].管理世界,2017(12):20-32+187.! D1 m/ S# A9 X& d h* Y) x
[3]黄群慧,余泳泽,张松林.互联网发展与制造业生产率提升:内在机制与中国经验[J].中国工业经济,2019(08):5-23. $ H p8 M" W" N[4]李卫兵,张凯霞.空气污染对企业生产率的影响——来自中国工业企业的证据[J].管理世界,2019,35(10):95-112+119. 4 |# z. h& C# @[5]李卫兵,张凯霞.空气污染是否会影响犯罪率:基于断点回归方法的估计[J].世界经济,2021,44(06):151-177.# ?" N! M9 [6 Z" E
[6]孙伟增,张晓楠,郑思齐.空气污染与劳动力的空间流动——基于流动人口就业选址行为的研究[J].经济研究,2019,54(11):102-117./ S' o% Y3 d3 G7 U, f
[7]苏治,胡迪.通货膨胀目标制是否有效?——来自合成控制法的新证据[J].经济研究,2015,50(06):74-88.% B2 z) _5 s6 z3 k, v
[8]刘甲炎,范子英.中国房产税试点的效果评估:基于合成控制法的研究[J].世界经济,2013,36(11):117-135. 9 ]2 @; t/ L) h! X, `1 Y' ^( x(2)英文SCI顶刊解析:% T. S4 O z. D! q; |' F
[1] Miguel E , Satyanath S , Sergenti E .Economic Shocks and Civil Conflict: An Instrumental Variables Approach[J].Social Science Electronic Publishing[2023-08-16]. ) N/ g& X" N% }6 y; T[2] Ebenstein A , Fan M , Greenstone M ,et al.Evidence on the impact of sustained exposure to air pollution on life expectancy from China's Huai River policy[J].Proceedings of the National Academy of Sciences of the United States of America, 2013, 110(32).DOI:10.1073/pnas.1300018110. + q0 |* e: K( p9 D1 E, X: X[3] A G W I , B T L .Regression discontinuity designs: A guide to practice[J].Journal of Econometrics, 2008, 142( 2):615-635.DOI:10.1016/j.jeconom.2007.05.001. , l5 \9 f1 s8 M& S7 H* ]9 {" z( ][4] Abadie A , Diamond A , Hainmueller J .Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program[J].Jens Hainmueller, 2011.9 H. [" N0 E5 \2 V9 X
[5] Chaisemartin C D , D'Haultf{OeUille X .Two-way fixed effects estimators with heterogeneous treatment effects[J].Papers, 2019.DOI:10.2139/ssrn.3148607., H- \! s: a+ A) B3 B+ B
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