عنوان

Impact evaluation, treatment effects and causal analysis /

شابک

1107337003

شابک

9781107337008

شابک اشتباه

1107042461

شابک اشتباه

1107616069

شابک اشتباه

9781107042469

شابک اشتباه

9781107616066

عنوان اصلي

Impact evaluation, treatment effects and causal analysis /

نام عام مواد

[Book]

نام نخستين پديدآور

Markus Fröhlich, Universität Mannheim, Germany, Stefan Sperlich, Université de Genève.

وضعيت ويراست

1st edition.

محل نشرو پخش و غیره

New York :

نام ناشر، پخش کننده و غيره

Cambridge University Press,

تاریخ نشرو بخش و غیره

2019.

تاريخ

1810

نام خاص و کميت اثر

1 online resource

متن يادداشت

Machine generated contents note: 1. Basic Definitions, Assumptions, and Randomised Experiments; 2. An Introduction to Nonparametric Identification and Estimation; 3. Selection on Observables: Matching, Regression and Propensity Score Estimators; 4. Selection on Unobservables: Nonparametric IV and Structural Equation Approaches; 5. Difference-in-Differences Estimation: Selection on Observables and Unobservables; 6. Regression Discontinuity Design; 7. Distributional Policy Analysis and Quantile Treatment Effects; 8. Dynamic Treatment Evaluation.

بدون عنوان

8

متن يادداشت

"In recent years, interest in rigorous impact evaluation has grown tremendously in policy-making, economics, public health, social sciences and international relations. Evidence-based policy-making has become a recurring theme in public policy, alongside greater demands for accountability in public policies and public spending, and requests for independent and rigorous impact evaluations for policy evidence. Frölich and Sperlich offer a comprehensive and up-to-date approach to quantitative impact evaluation analysis, also known as causal inference or treatment effect analysis, illustrating the main approaches for identification and estimation: experimental studies, randomization inference and randomized control trials (RCTs), matching and propensity score matching and weighting, instrumental variable estimation, differences-in-differences, regression discontinuity designs, quantile treatment effects and evaluation of dynamic treatments. The book is designed for economics graduate courses but can also serve as a manual for professionals in research institutes, governments, and international organizations, evaluating the impact of a wide range of public policies in health, environment, transport and economic development"--

متن يادداشت

"This book on advanced econometrics is intended to familiarise the reader with technical developments in the area of econometric which is known under the label treatment e ect estimation, or impact or policy evaluation. In this book we have tried to combine the intuitive reasoning for identi cation and estimation with the econometric and statistical rigorousness. This holds especially for the complete list of stochastic assumptions and their implications in practise. Moreover, for both, identi cation and estimation we focus mostly on nonparametric methods (i.e. our methods are not based on speci c pre-speci ed models or functional forms) in order to provide methods that are quite generally valid. Graphs and a number examples of evaluation studies are applied to explain how sources of exogenous variation can be explored for disentangling causality from correlation"--

عنوان

Impact evaluation, treatment effects and causal analysis.

شماره استاندارد بين المللي کتاب و موسيقي

9781107042469

موضوع مستند نشده

Econometrics.

موضوع مستند نشده

Estimation theory.

موضوع مستند نشده

Evaluation research (Social action programs)

موضوع مستند نشده

Econometrics.

موضوع مستند نشده

Estimation theory.

موضوع مستند نشده

Evaluation research (Social action programs)

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Fröhlich, Markus

مستند نام اشخاص تاييد نشده

Sperlich, Stefan

تاريخ عمليات

20200822145659.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y