Kobayashi Genya 小林弦矢

Researcher Number	00725103
Other IDs
Affiliation (Current)	2025: 明治大学, 商学部, 専任教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 明治大学, 商学部, 専任教授 2022 – 2024: 明治大学, 商学部, 専任准教授 2017 – 2022: 千葉大学, 大学院社会科学研究院, 准教授 2016: 千葉大学, 法政経学部, 准教授 2015: 千葉大学, 法政経学部, 講師
Review Section/Research Field	Principal Investigator Basic Section 07030:Economic statistics-related / Sections That Are Subject to Joint Review: Basic Section07030:Economic statistics-related , Basic Section07060:Money and finance-related / Basic Section 07060:Money and finance-related / Economic statistics Except Principal Investigator Basic Section 07030:Economic statistics-related / Medium-sized Section 7:Economics, business administration, and related fields
Keywords	Principal Investigator ベイズ統計学 / 所得分布 / 状態空間モデル / 分位点回帰モデル / マルコフ連鎖モンテカルロ法 / 非線形回帰 / 混合モデル / 小地域推定 / ベイズ統計 / 離散データ … More / グループデータ / 時空間モデル / 分位点 / ベイズ計量経済学 / ロレンツ曲線 / 空間統計 / ベイズ推定 / 打ち切りデータ / ディリクレ過程 / Bスプライン / 操作変数 / ベイズモデル / 内生変数 / 分位点回帰 … More Except Principal Investigator 時空間統計 / ロバスト推測 / 階層モデル / 空間データ / 時系列データ / ロバスト統計 / 空間データ解析 / 時系列データ解析 / 予測統合 / ベイズ統計 / 因果推論 / 大規模時空間データ / 一般化ベイズ / 状態空間モデル / ベイズモデリング / ベイズモデル / 時空間モデリング / ローレンツ曲線 / 時空間モデル / グループ・データ / グループデータ / ジニ係数 / 所得分配 / 不平等 / マルコフ連鎖モンテカルロ法 / 所得分布 Less

Novel Bayesian predictive methods for social sciencePrincipal Investigator
- Principal Investigator
  
  小林弦矢
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 07030:Economic statistics-related
  Basic Section 07060:Money and finance-related
  Sections That Are Subject to Joint Review: Basic Section07030:Economic statistics-related , Basic Section07060:Money and finance-related
- Research Institution
  Meiji University
Bayesian time series and spatio-temporal Bayesian analysis of income and povertyPrincipal Investigator
- Principal Investigator
  
  Genya Kobayashi
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 07030:Economic statistics-related
- Research Institution
  Meiji University
  Chiba University
大規模データに対するベイズモデリングの新展開
- Principal Investigator
  
  菅澤翔之助
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 07030:Economic statistics-related
- Research Institution
  Keio University
  The University of Tokyo
Bayesian spatio-temporal modeling of income inequality
- Principal Investigator
  
  各務和彦
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 7:Economics, business administration, and related fields
- Research Institution
  Nagoya City University
Bayesian shape-restricted functional regression with application to economic dataPrincipal Investigator
- Principal Investigator
  
  Kobayashi Genya
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 07030:Economic statistics-related
- Research Institution
  Chiba University
Bayesian quantile regression wiht endogeneity for various type of dataPrincipal Investigator
- Principal Investigator
  
  Kobayashi Genya
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Economic statistics
- Research Institution
  Chiba University

All 2023 2022 2021 2020 2019 2018 2017 2016 2015

All Journal Article Presentation

[Journal Article] Small area estimation of general finite-population parameters based on grouped data2023
- Author(s)
  Kawakubo Yuki、Kobayashi Genya
- Journal Title
  
  Computational Statistics & Data Analysis
  
  Volume: 184 Pages: 107741-107741
- DOI
  10.1016/j.csda.2023.107741
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K01421, KAKENHI-PROJECT-23K20592, KAKENHI-PROJECT-22K01421, KAKENHI-PROJECT-20H00080
[Journal Article] Robust fitting of mixture models using weighted complete estimating equations2022
- Author(s)
  Sugasawa Shonosuke、Kobayashi Genya
- Journal Title
  
  Computational Statistics & Data Analysis
  
  Volume: 174 Pages: 107526-107526
- DOI
  10.1016/j.csda.2022.107526
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K01421, KAKENHI-PROJECT-20H00080, KAKENHI-PROJECT-23K20592
[Journal Article] Bayesian Approach to Lorenz Curve Using Time Series Grouped Data2021
- Author(s)
  Kobayashi Genya、Yamauchi Yuta、Kakamu Kazuhiko、Kawakubo Yuki、Sugasawa Shonosuke
- Journal Title
  
  Journal of Business & Economic Statistics
  
  Volume: Accepted Issue: 2 Pages: 1-16
- DOI
  10.1080/07350015.2021.1883438
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K13667, KAKENHI-PROJECT-18K12754, KAKENHI-PROJECT-18K12757, KAKENHI-PROJECT-20H00080, KAKENHI-PROJECT-20K01590
[Journal Article] Estimation and inference for area-wise spatial income distributions from grouped data2020
- Author(s)
  Sugasawa Shonosuke、Kobayashi Genya、Kawakubo Yuki
- Journal Title
  
  Computational Statistics & Data Analysis
  
  Volume: 145 Pages: 106904-106904
- DOI
  10.1016/j.csda.2019.106904
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K12754, KAKENHI-PROJECT-18K12757, KAKENHI-PROJECT-19K13667
[Journal Article] Predicting intervention effect for COVID-19 in Japan: state space modeling approach2020
- Author(s)
  Kobayashi Genya、Sugasawa Shonosuke、Tamae Hiromasa、Ozu Takayuki
- Journal Title
  
  BioScience Trends
  
  Volume: 14 Issue: 3 Pages: 174-181
- DOI
  10.5582/bst.2020.03133
- NAID
  130007877649
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K12754, KAKENHI-PROJECT-18K12757
[Journal Article] Flexible Bayesian quantile curve fitting with shape restrictions under the Dirichlet process mixture of the generalized asymmetric Laplace distribution2020
- Author(s)
  Kobayashi Genya、Roh Taeyoung、Lee Jangwon、Choi Taeryon
- Journal Title
  
  Canadian Journal of Statistics
  
  Volume: 00 Issue: 3 Pages: 1-33
- DOI
  10.1002/cjs.11582
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K12754
[Journal Article] Approximate Bayesian computation for Lorenz curves from grouped data2018
- Author(s)
  Kobayashi Genya、Kakamu Kazuhiko
- Journal Title
  
  Computational Statistics
  
  Volume: 34 Issue: 1 Pages: 253-279
- DOI
  10.1007/s00180-018-0831-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K12754, KAKENHI-PROJECT-16K03592
[Journal Article] Latent mixture modeling for clustered data2018
- Author(s)
  Sugasawa Shonosuke、Kobayashi Genya、Kawakubo Yuki
- Journal Title
  
  Statistics and Computing
  
  Volume: 29 Issue: 3 Pages: 537-548
- DOI
  10.1007/s11222-018-9821-7
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K12754, KAKENHI-PROJECT-18K12757, KAKENHI-PROJECT-16K17101
[Journal Article] Skew exponential power stochastic volatility model for analysis of skewness, non-normal tails, quantiles and expectiles2016
- Author(s)
  Genya Kobayashi
- Journal Title
  
  Computational Statistics
  
  Volume: 31 Issue: 1 Pages: 49-88
- DOI
  10.1007/s00180-015-0596-4
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K17036
[Journal Article] Public health improvements and mortality in interwar Tokyo: A Bayesian disease mapping approach2016
- Author(s)
  Kota Ogasawara, Shinichiro Shirota, Genya Kobayashi
- Journal Title
  
  Cliometrica
  
  Volume: - Issue: 1 Pages: 1-31
- DOI
  10.1007/s11698-016-0148-3
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K17036, KAKENHI-PROJECT-16K17153
[Journal Article] Bayesian endogenous Tobit quantile regression2016
- Author(s)
  Genya Kobayashi
- Journal Title
  
  Bayesian Analysis
  
  Volume: TBA Issue: 1 Pages: 1-31
- DOI
  10.1214/16-ba996
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K17036
[Presentation] Clustering and predicting time series count data via mixture of Bayesian predictive synthesis2023
- Author(s)
  小林弦矢
- Organizer
  科研費シンポジウム「ベイズ統計学の最近の展開」
- Invited
- Data Source
  KAKENHI-PROJECT-23K20592
[Presentation] Clustering and Predicting Time Series Count Data via Mixture of Bayesian Predictive Syntheses_2023
- Author(s)
  小林弦矢
- Organizer
  2023年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-23K20592
[Presentation] Clustering and predicting time series count data via mixture of Bayesian predictive synthesis2023
- Author(s)
  Genya Kobayashi
- Organizer
  科研費シンポジウム「ベイズ統計学の最近の展開」
- Invited
- Data Source
  KAKENHI-PROJECT-21K01421
[Presentation] Clustering and Predicting Time Series Count Data via Mixture of Bayesian Predictive Syntheses2023
- Author(s)
  小林弦矢
- Organizer
  2023年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-21K01421
[Presentation] Clustering and Predicting Time Series Count Data via Mixture of Bayesian Predictive Syntheses2023
- Author(s)
  小林弦矢
- Organizer
  2023年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-20H00080
[Presentation] Clustering and predicting time series count data via mixture of Bayesian predictive synthesis2022
- Author(s)
  小林弦矢
- Organizer
  研究集会「大規模データの公開におけるプライバシー保護の理論と応用」
- Invited
- Data Source
  KAKENHI-PROJECT-20H00080
[Presentation] Spatio-temporal smoothing, interpolation and prediction of income distributions based on grouped data2022
- Author(s)
  Kobayashi Genya
- Organizer
  The 5th International Conference on Econometrics and Statistics (EcoSta 2022)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00080
[Presentation] Clustering and predicting time series count data via mixture of Bayesian predictive synthesis2022
- Author(s)
  小林弦矢
- Organizer
  研究集会「大規模データの公開におけるプライバシー保護の理論と応用」
- Invited
- Data Source
  KAKENHI-PROJECT-23K20592
[Presentation] Clustering and predicting time series count data via mixture of Bayesian predictive synthesis2022
- Author(s)
  小林弦矢
- Organizer
  科研費シンポジウム「ベイズ統計学の最近の展開」
- Invited
- Data Source
  KAKENHI-PROJECT-20H00080
[Presentation] Bayesian factor zero-inflated Poisson model for multiple collapsed count data2022
- Author(s)
  Genya Kobayashi
- Organizer
  2022年統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-21K01421
[Presentation] Bayesian factor zero-inflated Poisson model for multpie collapsed count data2022
- Author(s)
  小林弦矢
- Organizer
  2022年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-23K20592
[Presentation] Spatio-temporal smoothing, interpolation and prediction of income distributions based on grouped data2022
- Author(s)
  Genya Kobayashi
- Organizer
  5th International Conference on Econometrics and Statistics
- Invited
- Data Source
  KAKENHI-PROJECT-21K01421
[Presentation] Spatio-temporal smoothing, interpolation and prediction of income distributions based on grouped data2022
- Author(s)
  小林弦矢
- Organizer
  The 5th International Conference on Econometrics and Statistics (EcoSta 2022)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K20592
[Presentation] Bayesian factor zero-inflated Poisson model for multpie collapsed count data2022
- Author(s)
  小林弦矢
- Organizer
  2022年度統計関連学会連合大会
- Invited
- Data Source
  KAKENHI-PROJECT-20H00080
[Presentation] Spatio-temporal smoothing, interpolation and prediction of income distributions based on grouped data2021
- Author(s)
  Genya Kobayashi
- Organizer
  XV World Conference of the Spatial Econometrics Association
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K01421
[Presentation] Spatio-temporal smoothing, interpolation and prediction of income distributions based on grouped data2021
- Author(s)
  小林弦矢
- Organizer
  XV World Conference of the Spatial Econometrics Association
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00080
[Presentation] Spatio-temporal smoothing, interpolation and prediction of income distributions based on grouped data2021
- Author(s)
  小林弦矢
- Organizer
  CSIS DAYS 2021
- Invited
- Data Source
  KAKENHI-PROJECT-20H00080
[Presentation] Spatio-temporal smoothing, interpolation and prediction of income distributions based on grouped data2021
- Author(s)
  小林弦矢
- Organizer
  XV World Conference of the Spatial Econometrics Association
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K20592
[Presentation] Spatio-temporal smoothing, interpolation and prediction of income distributions based on grouped data2021
- Author(s)
  Genya Kobayashi
- Organizer
  CSIS DAYS 2021
- Invited
- Data Source
  KAKENHI-PROJECT-21K01421
[Presentation] Spatio-temporal smoothing, interpolation and prediction of income distributions based on grouped data2021
- Author(s)
  小林弦矢
- Organizer
  CSIS DAYS 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K20592
[Presentation] Bayesian approach to Lorenz curve using time series grouped data2019
- Author(s)
  Genya Kobayashi
- Organizer
  IISA 2019 Conference
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K12754
[Presentation] Estimation and inference for area-wise spatial income distributions from grouped data2019
- Author(s)
  Genya Kobayashi
- Organizer
  SAE 2019
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K12754
[Presentation] Bayesian approach to Lorenz curve using time series grouped data2019
- Author(s)
  Genya Kobayashi
- Organizer
  Workshop on Bayesian Modelling of Income and Wealth
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K12754
[Presentation] Flexible Bayesian quantile curve fitting with shape restrictions based on Gaussian process and generalised asymmetric Laplace distribution2018
- Author(s)
  Genya Kobayashi
- Organizer
  ISBA World Meeting 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K12754
[Presentation] Flexible Bayesian quantile curve fitting with shape restrictions based on Gaussian process and generalised asymmetric Laplace distribution2018
- Author(s)
  Genya Kobayashi
- Organizer
  ISBA EAC 2018
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K12754
[Presentation] Shrinking semiparametric Bayesian quantile regression with transferring functions2018
- Author(s)
  Genya Kobayashi
- Organizer
  ベイズ計量経済分析研究集会
- Invited
- Data Source
  KAKENHI-PROJECT-18K12754
[Presentation] Small area estimation for grouped data2017
- Author(s)
  Yuki Kawakubo, Genya Kobayashi
- Organizer
  Small Area Estimation 2017
- Data Source
  KAKENHI-PROJECT-15K17036
[Presentation] Bayesian spectral analysis quantile regression models with shape restrictions2017
- Author(s)
  Genya Kobayashi
- Organizer
  1st International Conference on Econometrics and Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K17036
[Presentation] Bayesian nonparametric instrumental variable regression approach to quantile inference2016
- Author(s)
  Genya Kobayashi
- Organizer
  Korean International Statistical Society
- Place of Presentation
  Daejeon, South Korea
- Year and Date
  2016-11-04
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K17036
[Presentation] Bayesian nonparametric instrumental variable regression approach to quantile inference2016
- Author(s)
  Genya Kobayashi
- Organizer
  The First Eastern Asian Meeting on Bayesian Statistics
- Place of Presentation
  Jiao Tong University, Shanghai, China
- Year and Date
  2016-12-18
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K17036
[Presentation] The impact of piped water on the mortality in inter-war Tokyo: Bayesian disease mapping approach2015
- Author(s)
  Genya Kobayashi
- Organizer
  Joint Statistical Meeting 2015
- Place of Presentation
  Seattle Convention Centre, Seattle, USA
- Year and Date
  2015-08-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K17036
[Presentation] Bayesian endogenous Tobit quantile regression2015
- Author(s)
  Genya Kobayashi
- Organizer
  The 9th International Conference on Computational and Financial Econometrics
- Place of Presentation
  University of London, London, UK
- Year and Date
  2015-12-13
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K17036

1. 菅澤翔之助 (50782380)

# of Collaborated Projects: 3 results

# of Collaborated Products: 0 results
2. 川久保友超 (80771881)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
3. 入江薫 (20789169)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
4. 各務和彦 (00456005)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 古澄英男 (10261273)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 西埜晴久 (20305410)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 山内雄太 (00914160)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 城田慎一郎 (90845918)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 橋本真太郎 (60772796)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 中川智之 (70822526)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Kobayashi Genya 小林 弦矢

Research Projects

Research Products

Co-Researchers

Novel Bayesian predictive methods for social sciencePrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Bayesian time series and spatio-temporal Bayesian analysis of income and povertyPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

大規模データに対するベイズモデリングの新展開

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Bayesian spatio-temporal modeling of income inequality

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Bayesian shape-restricted functional regression with application to economic dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Bayesian quantile regression wiht endogeneity for various type of dataPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Small area estimation of general finite-population parameters based on grouped data2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Robust fitting of mixture models using weighted complete estimating equations2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Bayesian Approach to Lorenz Curve Using Time Series Grouped Data2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Estimation and inference for area-wise spatial income distributions from grouped data2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Predicting intervention effect for COVID-19 in Japan: state space modeling approach2020

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] Flexible Bayesian quantile curve fitting with shape restrictions under the Dirichlet process mixture of the generalized asymmetric Laplace distribution2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Approximate Bayesian computation for Lorenz curves from grouped data2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Latent mixture modeling for clustered data2018

Author(s)

Journal Title

DOI

Kobayashi Genya 小林弦矢