Propensity score stratification methods for continuous treatments

DW Brown, TJ Greene, MD Swartz… - Statistics in …, 2021 - Wiley Online Library
Continuous treatments propensity scoring remains understudied as the majority of methods
are focused on the binary treatment setting. Current propensity score methods for …

Technology adoption and household food security among rural households in South Africa: the role of improved maize varieties

S Sinyolo - Technology in Society, 2020 - Elsevier
This study aimed to assess the impact of adoption of improved maize varieties on household
food security among smallholder farmers in KwaZulu-Natal, South Africa. A sample of 415 …

Recidivism and time served in prison

DP Mears, JC Cochran, WD Bales, AS Bhati - The Journal of Criminal Law …, 2016 - JSTOR
A justification for lengthier stays in prison stems from from belief that spending more time in
prison reduces recidivism. Extant studies, however, have provided limited evidence for that …

Assessing the performance of the generalized propensity score for estimating the effect of quantitative or continuous exposures on binary outcomes

PC Austin - Statistics in medicine, 2018 - Wiley Online Library
Propensity score methods are increasingly being used to estimate the effects of treatments
and exposures when using observational data. The propensity score was initially developed …

ctreatreg: Command for fitting dose–response models under exogenous and endogenous treatment

G Cerulli - The Stata Journal, 2015 - journals.sagepub.com
In this article, I present ctreatreg, a command for estimating a dose–response function when
i) treatment is continuous, ii) individuals may react het-erogeneously to observable …

Value addition and farmers: Evidence from coffee in Ethiopia

S Tamru, B Minten - Plos one, 2023 - journals.plos.org
Local value-addition in developing countries is often aimed at for upgrading of agricultural
value chains, since it is assumed that doing so will make farmers better off. However …

Household welfare implications of sustainable land management practices among smallholder farmers in Ghana

G Issahaku, A Abdulai - Land Use Policy, 2020 - Elsevier
This study employs farm household data to examine the impact of adoption of sustainable
land management practices on consumption and poverty outcomes using multivalued …

Debt specialization and performance of European firms

C Giannetti - Journal of Empirical Finance, 2019 - Elsevier
Relying on a cross-country comparable sample of European manufacturing firms, this paper
investigates the relationship between the level of debt specialization (ie composition of the …

Causal inference with a continuous treatment and outcome: Alternative estimators for parametric dose-response functions with applications

D Galagate - 2016 - search.proquest.com
Causal inference with a continuous treatment is a relatively under-explored problem. In this
dissertation, we adopt the potential outcomes framework. Potential outcomes are responses …

[HTML][HTML] Causal inference for the effect of environmental chemicals on chronic kidney disease

J Zhao, P Hinton, J Chen, J Jiang - Computational and structural …, 2020 - Elsevier
The impacts of environmental chemicals on the decline of kidney function have been
suggested by a limited number of statistical and animal studies. Thus, those exposures may …