Recent developments in the econometrics of program evaluation

GW Imbens, JM Wooldridge - Journal of economic literature, 2009 - aeaweb.org
Many empirical questions in economics and other social sciences depend on causal effects
of programs or policies. In the last two decades, much research has been done on the …

Network interventions

TW Valente - science, 2012 - science.org
The term “network interventions” describes the process of using social network data to
accelerate behavior change or improve organizational performance. In this Review, four …

Understanding and misunderstanding randomized controlled trials

A Deaton, N Cartwright - Social science & medicine, 2018 - Elsevier
Abstract Randomized Controlled Trials (RCTs) are increasingly popular in the social
sciences, not only in medicine. We argue that the lay public, and sometimes researchers, put …

[BOOK][B] Regression analysis of count data

AC Cameron, PK Trivedi - 2013 - books.google.com
" Introduction God made the integers, all the rest is the work of man.-Kronecker. This book is
concerned with models of event counts. An event count refers to the number of times an …

[BOOK][B] Causality

J Pearl - 2009 - books.google.com
Written by one of the preeminent researchers in the field, this book provides a
comprehensive exposition of modern analysis of causation. It shows how causality has …

[BOOK][B] Causation, prediction, and search

P Spirtes, C Glymour, R Scheines - 2001 - books.google.com
The authors address the assumptions and methods that allow us to turn observations into
causal knowledge, and use even incomplete causal knowledge in planning and prediction …

[CITATION][C] Microeconometrics: methods and applications

AC Cameron - Cambridge University, 2005 - books.google.com
This book provides the most comprehensive treatment to date of microeconometrics, the
analysis of individual-level data on the economic behavior of individuals or firms using …

[BOOK][B] Econometric analysis of panel data

BH Baltagi, BH Baltagi - 2008 - Springer
Panel data econometrics continues to be a hot topic in econometrics and has experienced a
lot of growth over the last two decades. Micro-and Macro-panels are increasing in …

[BOOK][B] Regression models for categorical dependent variables using Stata

JS Long, J Freese - 2006 - books.google.com
" Reface PART I GENERAL INFORMATION Introduction What is this book about? Which
models are considered? Whom is this book for? How is the book organized? What software …

Statistics and causal inference

PW Holland - Journal of the American statistical Association, 1986 - Taylor & Francis
Problems involving causal inference have dogged at the heels of statistics since its earliest
days. Correlation does not imply causation, and yet causal conclusions drawn from a …