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Causal evidence on the rental premium of bike sharing convenience in Japanese cities using Double/debiased Machine Learning with spatial confounding control

https://doi.org/10.2139/ssrn.6554098
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Spatial Autocorrelation and Spatial Filtering
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Random effects specifications in eigenvector spatial filtering: a simulation study
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The effects of highway development on housing prices
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Does Bike Sharing increase House Prices? Evidence from Micro-level Data and the Impact of COVID-19
inferredcites →https://doi.org/10.1016/j.asieco.2025.102112openalex-snapshot
The Commuter’s dividend: Dockless bike sharing and wage premium in urban labor market
inferredcites →https://doi.org/10.1016/j.comcom.2020.02.007openalex-snapshot
Using data mining techniques for bike sharing demand prediction in metropolitan city
inferredcites →https://doi.org/10.1016/j.tbs.2024.100791openalex-snapshot
The heterogeneous effects of dockless bike-sharing usage intensity on house prices near subway stations
inferredcites →https://doi.org/10.1016/j.tranpol.2016.01.009openalex-snapshot
Do people value bicycle sharing? A multilevel longitudinal analysis capturing the impact of bicycle sharing on residential sales in Montreal, Canada
inferredcites →https://doi.org/10.1016/j.trd.2020.102640openalex-snapshot
Capitalisation of accessibility to dockless bike sharing in housing rentals: Evidence from Beijing
inferredcites →https://doi.org/10.1016/j.trd.2021.103097openalex-snapshot
The impact of shared mobility services on housing values near subway stations
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Estimating causal effects of treatments in randomized and nonrandomized studies.
inferredcites →https://doi.org/10.1068/a37378openalex-snapshot
Semiparametric Filtering of Spatial Autocorrelation: The Eigenvector Approach
inferredcites →https://doi.org/10.1080/01621459.2017.1319839openalex-snapshot
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
inferredcites →https://doi.org/10.1080/13658816.2013.865739openalex-snapshot
Geographically weighted regression with a non-Euclidean distance metric: a case study using hedonic house price data
inferredcites →https://doi.org/10.1086/260169openalex-snapshot
Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition
inferredcites →https://doi.org/10.1093/bioinformatics/btr597openalex-snapshot
MissForest—non-parametric missing value imputation for mixed-type data
inferredcites →https://doi.org/10.1093/biomet/70.1.41openalex-snapshot
The central role of the propensity score in observational studies for causal effects
inferredcites →https://doi.org/10.1093/reep/reaa001openalex-snapshot
Best Practices for Using Hedonic Property Value Models to Measure Willingness to Pay for Environmental Quality
inferredcites →https://doi.org/10.1097/ede.0000000000001755openalex-snapshot
Advances in Difference-in-differences Methods for Policy Evaluation Research
inferredcites →https://doi.org/10.1111/ectj.12097openalex-snapshot
Double/debiased machine learning for treatment and structural parameters
inferredcites →https://doi.org/10.1111/gean.12156openalex-snapshot
Eigenvector Spatial Filtering for Large Data Sets: Fixed and Random Effects Approaches
inferredcites →https://doi.org/10.1111/gean.70011openalex-snapshot
Can Moran Eigenvectors Improve Machine Learning of Spatial Data? Insights From Synthetic Data Validation
inferredcites →https://doi.org/10.1111/pirs.12293openalex-snapshot
The impact of a high‐speed railway on residential land prices
inferredcites →https://doi.org/10.1111/tgis.12894openalex-snapshot
Incorporating spatial information in machine learning: The Moran eigenvector spatial filter approach
inferredcites →https://doi.org/10.11361/journalcpij.54.1153openalex-snapshot
Impact of Disaster Risks on Rental Housing Market in Kanto Major Metropolitan Area
inferredcites →https://doi.org/10.1198/016214504000001187openalex-snapshot
Causal Inference With General Treatment Regimes
inferredcites →https://doi.org/10.1201/9781420064254openalex-snapshot
Introduction to Spatial Econometrics
inferredcites →https://doi.org/10.1214/17-aoas1101openalex-snapshot
Covariate balancing propensity score for a continuous treatment: Application to the efficacy of political advertisements
inferredcites →https://doi.org/10.1214/18-aos1709openalex-snapshot
Generalized random forests
inferredcites →https://doi.org/10.1257/aer.98.3.1103openalex-snapshot
Estimates of the Impact of Crime Risk on Property Values from Megan's Laws
inferredcites →https://doi.org/10.1257/jel.47.1.5openalex-snapshot
Recent Developments in the Econometrics of Program Evaluation
inferredcites →https://doi.org/10.1287/mnsc.2019.3550openalex-snapshot
The Last Mile Matters: Impact of Dockless Bike Sharing on Subway Housing Price Premium
inferredcites →https://doi.org/10.1371/journal.pone.0184092openalex-snapshot
Economic impact and policy implications from urban shared transportation: The case of Pittsburgh’s shared bike system
inferredcites →https://doi.org/10.2147/oajct.s34419openalex-snapshot
Publication bias: what is it? How do we measure it? How do we avoid it?
inferredcites →https://doi.org/10.2307/1912705openalex-snapshot
Root-N-Consistent Semiparametric Regression
inferredcites →https://doi.org/10.3130/aija.86.971openalex-snapshot
THE RELATIONSHIP BETWEEN LOCAL LIVABILITY AND RENT
inferredcites →https://doi.org/10.3368/le.89.3.413openalex-snapshot
Quasi Experiments, Hedonic Models, and Estimating Trade-offs for Local Amenities
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