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Daisuke Murakami

The Institute of Statistical Mathematics

4-6-7 Minami-Azabu

Minato-ku, Tokyo 106

Japan

SCHOLARLY PAPERS

4

DOWNLOADS

429

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Quantifying Crime Deterrence Effect of Patrol Optimization through GPS Data

Number of pages: 14 Posted: 06 Mar 2024 Last Revised: 23 Apr 2024
University of Tokyo, The Institute of Statistical Mathematics, Singular Perturbations Inc., Independent, Independent and Federal University of Minas Gerais (UFMG)
Downloads 170 (442,467)

Abstract:

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Crime Deterrence, Patrol Route Optimization, GPS Data Analysis, Smart City Technology, Urban Security Policy, Law Enforcement Analytics, Public Safety and Resource Allocation, Predictive Policing Models, Smart Security

2.

Solving Stochastic Climate-economy Models: a Deep Least-squares Monte Carlo Approach

Number of pages: 37 Posted: 18 Sep 2024 Last Revised: 25 Dec 2025
Vienna University of Economics and Business - Department of Finance, Accounting & Statistics, Macquarie University - Department of Actuarial Studies and Business Analytics, The Institute of Statistical Mathematics, The Institute of Statistical Mathematics and Norwegian University of Science and Technology (NTNU)
Downloads 123 (584,619)

Abstract:

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Dynamic integrated climate-economy model, Least-squares Monte Carlo, Climate change, Optimal control, Deep learning, Carbon emission, Stochastic DICE model, Uncertainty quantification

3.

A Hierarchical Bayesian Logit Model for Spatial Multivariate Choice Data

Number of pages: 18 Posted: 22 Dec 2023
Yuki Oyama, Daisuke Murakami and Rico Krueger
University of Tokyo, The Institute of Statistical Mathematics and Technical University of Denmark
Downloads 90 (742,061)

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Spatial autoregressive model, mixed logit, Bayesian estimation, Polya-Gamma data augmentation, neighborhood perception

4.

Scenario-based actuarial climate risk assessment via calibration of the DICE model to the shared socioeconomic pathways

Number of pages: 33 Posted: 06 May 2025 Last Revised: 03 Nov 2025
The Institute of Statistical Mathematics, Macquarie University - Department of Actuarial Studies and Business Analytics, The Institute of Statistical Mathematics, Vienna University of Economics and Business - Department of Finance, Accounting & Statistics and Norwegian University of Science and Technology (NTNU)
Downloads 46 (1,109,210)

Abstract:

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Climate change, social cost of carbon, integrated climate-economy modelling, shared socioeconomics pathways, representative concentration pathways, net-zero emission scenarios