2767-3324

Observational Studies

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Your prioritized action plan

Ordered by how many DOIs each fix touches — start here, not with every error at once.

1

Deposit reference lists for 209 records

Deposited references power Crossref's Cited-by links between your articles and the literature.

High impact209 DOIs
2

Attach ORCID iDs across 209 articles

ORCID iDs strengthen author disambiguation and institutional reporting.

High impact209 DOIs
3

Add license metadata to 194 records

License metadata tells indexers and readers how each article may be reused.

High impact194 DOIs

DOIs for this ISSN

Showing the top 5 of 209 DOIs, ordered by correction priority.

# Title Missing Priority Citations
1 Estimating Treatment Effects with Causal Forests: An Applica… (10.1353/obs.2019.0001)
Abstract References ORCID License
262.94 425
2 Handling Limited Overlap in Observational Studies with Cardi… (10.1353/obs.2018.0012)
Abstract References ORCID License
176.34 57
3 Two R Packages for Sensitivity Analysis in Observational Stu… (10.1353/obs.2015.0000)
Abstract References ORCID License
167.21 46
4 A Contemporary Conceptual Framework for Initial Data Analysi… (10.1353/obs.2018.0014)
Abstract References ORCID License
159.11 38
5 lmtp: An R Package for Estimating the Causal Effects of Modi… (10.1353/obs.2023.0019)
Abstract References ORCID License
154.41 34
6 Assessing Treatment Effect Variation in Observational Studie… (10.1353/obs.2019.0000)
Abstract References ORCID License
136.17 22
7 Large, Sparse Optimal Matching with R package rebalance (10.1353/obs.2016.0006)
Abstract References ORCID License
134.24 21
8 Sensemakr: Sensitivity Analysis Tools for OLS in R and Stata (10.1353/obs.2024.a946583)
References ORCID License
133.36 59
9 Randomization Tests to Assess Covariate Balance When Designi… (10.1353/obs.2021.0031)
Abstract References ORCID License
130.10 19
10 Using propensity scores for racial disparities analysis (10.1353/obs.2023.0005)
Abstract References ORCID License
127.88 18
11 The Statistical Modeling of Aging and Risk of Transition Pro… (10.1353/obs.2015.0003)
Abstract References ORCID License
125.53 17
12 The Choice of Neighborhood in Regression Discontinuity Desig… (10.1353/obs.2017.0002)
Abstract References ORCID License
123.04 16
13 Examining treatment effect heterogeneity using BART (10.1353/obs.2019.0002)
Abstract References ORCID License
117.61 14
14 Simulation-Extrapolation for Estimating Means and Causal Eff… (10.1353/obs.2015.0007)
Abstract References ORCID License
111.39 12
15 Constructing a More Closely Matched Control Group in a Diffe… (10.1353/obs.2020.0011)
Abstract References ORCID License
111.39 12
16 Regression Discontinuity Designs as Local Randomized Experim… (10.1353/obs.2017.0004)
Abstract References ORCID License
107.92 11
17 The START study: An evaluation to study the impact of a natu… (10.1353/obs.2020.0013)
Abstract References ORCID License
107.92 11
18 Breiman's Two Cultures: A Perspective from Econometrics (10.1353/obs.2021.0028)
Abstract References ORCID License
107.92 11
19 ivmodel: An R Package for Inference and Sensitivity Analysis… (10.1353/obs.2021.0029)
Abstract References ORCID License
107.92 11
20 A Difference-in-Difference Study Evaluating the Effect of Mi… (10.1353/obs.2021.0032)
Abstract References ORCID License
107.92 11
21 The Uses of Propensity Scores in Randomized Controlled Trial… (10.1353/obs.2023.0007)
Abstract References ORCID License
107.92 11
22 Regression-Discontinuity Analysis: An Alternative to the Ex-… (10.1353/obs.2017.0000)
Abstract References ORCID License
104.14 10
23 Comparing logistic and log-binomial models for causal mediat… (10.1353/obs.2018.0013)
Abstract References ORCID License
104.14 10
24 The environment and disease: association or causation? (10.1353/obs.2020.0000)
Abstract References ORCID License
104.14 10
25 Breiman's Two Cultures: You Don't Have to Choose Sides (10.1353/obs.2021.0003)
Abstract References ORCID License
104.14 10
26 Observational Studies (10.1353/obs.2015.0010)
Abstract References ORCID License
100.00 9
27 Understanding Regression Discontinuity Designs As Observatio… (10.1353/obs.2017.0005)
Abstract References ORCID License
100.00 9
28 Statistical Modelling in the Age of Data Science (10.1353/obs.2021.0013)
Abstract References ORCID License
100.00 9
29 When black box algorithms are (not) appropriate (10.1353/obs.2023.0018)
Abstract References ORCID License
100.00 9
30 Cohort restriction based on prior enrollment: Examining pote… (10.1353/obs.2016.0002)
Abstract References ORCID License
95.42 8
31 Patient Centered Hazard Ratio Estimation Using Principal Str… (10.1353/obs.2016.0004)
Abstract References ORCID License
95.42 8
32 Electronic Health Records to Evaluate and Account for Non-re… (10.1353/obs.2016.0005)
Abstract References ORCID License
95.42 8
33 Double-Robust Estimation in Difference-in-Differences with a… (10.1353/obs.2019.0009)
Abstract References ORCID License
95.42 8
34 The Two Cultures: Statistics and Machine Learning in Science (10.1353/obs.2021.0000)
Abstract References ORCID License
95.42 8
35 Causal Modelling: The Two Cultures (10.1353/obs.2021.0006)
Abstract References ORCID License
95.42 8
36 gesttools: General Purpose G-Estimation in R (10.1353/obs.2022.0003)
Abstract References ORCID License
95.42 8
37 The causal impact of bail on case outcomes for indigent defe… (10.1353/obs.2017.0007)
Abstract References ORCID License
90.31 7
38 Causaltoolbox—Estimator Stability for Heterogeneous Treatmen… (10.1353/obs.2019.0005)
Abstract References ORCID License
90.31 7
39 Revisiting Rashomon: A Comment on "The Two Cultures" (10.1353/obs.2021.0022)
Abstract References ORCID License
84.51 6
40 Bridging Breiman's Brook: From Algorithmic Modeling to Stati… (10.1353/obs.2021.0027)
Abstract References ORCID License
84.51 6
41 Interview with Judea Pearl (10.1353/obs.2022.0007)
Abstract References ORCID License
84.51 6
42 Cochran’s Causal Crossword (10.1353/obs.2015.0021)
Abstract References ORCID License
77.82 5
43 An Interim Sample Size Recalculation for Observational Studi… (10.1353/obs.2016.0003)
Abstract References ORCID License
77.82 5
44 Interview with James Heckman (10.1353/obs.2022.0006)
Abstract References ORCID License
77.82 5
45 Interview with Jamie Robins (10.1353/obs.2022.0008)
Abstract References ORCID License
77.82 5
46 Interview with Don Rubin (10.1353/obs.2022.0009)
Abstract References ORCID License
77.82 5
47 The non-zero mean SIMEX: Improving estimation in the face of… (10.1353/obs.2015.0005)
Abstract References ORCID License
69.90 4
48 Comment on Cochran’s “Observational Studies” (10.1353/obs.2015.0017)
Abstract References ORCID License
69.90 4
49 A good deal of humility: Cochran on observational studies (10.1353/obs.2015.0018)
Abstract References ORCID License
69.90 4
50 The Regression Discontinuity Design Under Interference: A Lo… (10.1353/obs.2017.0001)
Abstract References ORCID License
69.90 4