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DP17364 (Machine) Learning What Policies Value 智库出版物
2022
作者:  Joshua Blumenstock;  Dan Bjorkegren;  Samsun Knight
收藏  |  浏览/下载：3/0  |  提交时间：2022/09/22
Targeting  Welfare  Heterogeneous treatment effects  
DP16573 Big Loans to Small Businesses: Predicting Winners and Losers in an Entrepreneurial Lending Experiment 智库出版物
2022
作者:  Gharad Bryan;  Dean Karlan;  Adam Osman
收藏  |  浏览/下载：3/0  |  提交时间：2022/09/22
entrepreneurship  Enterprise credit  Heterogeneous treatment effects  Psychometric data  Small and medium enterprises  
Little evidence for 'too much finance' 智库出版物
2022
作者:  Rachel Cho;  Rodolphe Desbordes;  Markus Eberhardt
收藏  |  浏览/下载：4/0  |  提交时间：2022/09/22
Financial development  Economic growth  Financial crises  Heterogeneous treatment effects  
DP17022 Too Much Finance... For Whom? The Causal Effects of the Two Faces of Financial Development 智库出版物
2022
作者:  Rachel Cho;  Markus Eberhardt
收藏  |  浏览/下载：3/0  |  提交时间：2022/09/22
Financial development  Economic growth  Financial crises  Interactive fixed effects  Difference-in-difference  Heterogeneous treatment effects  
DP16900 A Practical Review of Methods to Estimate Overcharges Using Linear Regression 智库出版物
2022
作者:  Roman Inderst;  Christopher Milde
收藏  |  浏览/下载：3/0  |  提交时间：2022/09/22
Overcharge estimation  Forecasting  Dummy variable  Interactions  Interaction model  Treatment effects  Damages quantification  
DP16075 "Crime and Punishment?" How Russian Banks Anticipated and Dealt with Global Financial Sanctions 智库出版物
2021
作者:  Mikhail Mamonov;  Anna Pestova;  Steven Ongena
收藏  |  浏览/下载：3/0  |  提交时间：2022/09/22
Banks  Financial sanctions  Political influence  International borrowings  Foreign assets  Informational effects of sanctions  Treatment diffusion  
DP15319 Non-Random Exposure to Exogenous Shocks: Theory and Applications 智库出版物
2020
作者:  Kirill Borusyak;  Peter Hull
收藏  |  浏览/下载：1/0  |  提交时间：2022/09/22
Treatment effects  Identification strategies  Randomization inference  Natural experiments  Instrumental variables  Market access  Simulated instruments  Shift-share iv  Network spillovers  
DP15319 Non-Random Exposure to Exogenous Shocks: Theory and Applications 智库出版物
2020
作者:  Kirill Borusyak;  Peter Hull
收藏  |  浏览/下载：2/0  |  提交时间：2022/09/22
Treatment effects  Identification strategies  Randomization inference  Natural experiments  Instrumental variables  Market access  Simulated instruments  Shift-share iv  Network spillovers  
DP14270 Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium 智库出版物
2020
作者:  Michael Lechner;  Bart Cockx;  Joost Bollens
收藏  |  浏览/下载：3/0  |  提交时间：2022/09/22
Policy evaluation  Active labour market policy  Causal machine learning  Modified causal forest  Conditional average treatment effects  
DP13430 Modified Causal Forests for Estimating Heterogeneous Causal Effects 智库出版物
2019
作者:  Michael Lechner
收藏  |  浏览/下载：2/0  |  提交时间：2022/09/22
Causal machine learning  Statistical learning  Average treatment effects  Conditional aver-age treatment effects  Multiple treatments  Selection-on-observable  Causal forests