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Econometric analysis of risk of asset price fluctuations and business cycles using big and high-frequency data

Research Project

Project/Area Number 20H00073
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Review Section Medium-sized Section 7:Economics, business administration, and related fields
Research InstitutionHitotsubashi University

Principal Investigator

WATANABE Toshiaki  一橋大学, 経済研究所, 教授 (90254135)

Co-Investigator(Kenkyū-buntansha) 塩路 悦朗  一橋大学, 大学院経済学研究科, 教授 (50301180)
加納 隆  一橋大学, 大学院経済学研究科, 教授 (90456179)
山本 庸平  一橋大学, 大学院経済学研究科, 教授 (80633916)
陣内 了  一橋大学, 経済研究所, 教授 (50765617)
大森 裕浩  東京大学, 大学院経済学研究科(経済学部), 教授 (60251188)
新谷 元嗣  東京大学, 大学院経済学研究科(経済学部), 教授 (00252718)
生方 雅人  明治学院大学, 経済学部, 教授 (00467507)
森田 裕史  法政大学, 経済学部, 准教授 (70732759)
中島 上智  一橋大学, 経済研究所, 教授 (20962062)
Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥43,940,000 (Direct Cost: ¥33,800,000、Indirect Cost: ¥10,140,000)
Fiscal Year 2022: ¥14,950,000 (Direct Cost: ¥11,500,000、Indirect Cost: ¥3,450,000)
Fiscal Year 2021: ¥13,520,000 (Direct Cost: ¥10,400,000、Indirect Cost: ¥3,120,000)
Fiscal Year 2020: ¥15,470,000 (Direct Cost: ¥11,900,000、Indirect Cost: ¥3,570,000)
Keywordsボラティリティ / マクロ経済 / 高頻度データ / 早期警戒指標 / 金融・財政政策
Outline of Research at the Start

本研究では、資産価格と景気循環の相互関係を理論的・実証的に解明し、その結果を踏まえて、資産価格のボラティリティおよび景気の変動をモデル化し、そのモデルの推定法の開発を行う。資産価格のボラティリティ変動のモデル化では、日次ボラティリティ変動モデルの改良と日中ボラティリティ変動モデルの構築を行う。景気変動のモデル化では、資産価格やその変動リスクを表す変数を説明変数に加えるとともに、経済の構造変化や金融危機、震災などの大規模なショックを考慮した計量モデルを開発する。それによって、金融リスクを考慮した望ましい金融・財政政策を提言するとともに、景気後退の早期警戒指標の開発を行う。

Outline of Final Research Achievements

We obtained many research results on volatility, which is a risk indicator of asset price fluctuations. Specifically, we constructed new models for daily and intraday volatility fluctuations and obtained new results by conducting empirical analyses on Japan's variance risk premium. We also studied macroeconomic uncertainty and found that monetary policy announcements affect real economic variables such as GDP through channels that change macroeconomic uncertainty. In addition, we also studied the risks of COVID-19 and climate change. We showed that in the long run, economic activation cannot be achieved unless infection prevention is adequately implemented while there is a short-term trade-off relationship between preventing COVID-19 infection and revitalizing the economy. We also revealed that more than 90% of the world's population and more than 70% of production activities are exposed to the risk of abnormally high temperatures and heavy rains on a global scale.

Academic Significance and Societal Importance of the Research Achievements

本研究では、資産価格変動のリスク指標であるボラティリティの変動を表す新たなモデルを構築し、そのモデルによって導出したVaRや期待ショートフォールなどの分布の裾のリスク指標の精度が高いことを示した。これは、学術的にも重要であるが、金融実務にとっても重要な成果である。また、マクロ経済の不確実性、新型コロナウイルス、自然災害といった様々なリスクやその経済活動への影響も明らかにした。これも学術的に重要であるだけでなく、政策当局にとっても重要な成果である。

Report

(5 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Comments on the Screening Results   Annual Research Report
  • Research Products

    (131 results)

All 2023 2022 2021 2020 2019 Other

All Int'l Joint Research (9 results) Journal Article (33 results) (of which Int'l Joint Research: 12 results,  Peer Reviewed: 33 results,  Open Access: 13 results) Presentation (81 results) (of which Int'l Joint Research: 71 results,  Invited: 46 results) Book (4 results) Funded Workshop (4 results)

  • [Int'l Joint Research] Feng Chia University(その他の国・地域 台湾)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Boston University/Vanderbilt University(米国)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] Universidad Nacional Autonoma de Mexico(メキシコ)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] HKUST/The Education University of Hong Kong(その他の国・地域 香港)

    • Related Report
      2022 Annual Research Report
  • [Int'l Joint Research] The University of Oxford/The Education University of Hong Kong(英国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] Northwestern University/Boston University/The Federal Reserve Bank of Chicago(米国)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] Feng Chia University/Tunghai University(その他の国・地域 台湾)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] HKUST/The Education University of Hong Kong(その他の国・地域 香港)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] Boston University/Boston College(米国)

    • Related Report
      2020 Annual Research Report
  • [Journal Article] Tail Risk Forecasting of Realized Volatility CAViaR Models2023

    • Author(s)
      Cathy W.S. Chen, Hsiao-Yun Hsu and Toshiaki Watanabe
    • Journal Title

      Finance Research Letters

      Volume: 51 Pages: 103326-103326

    • DOI

      10.1016/j.frl.2022.103326

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Anthropogenic Influence on Extremes and Risk Hotspots2023

    • Author(s)
      Francisco Estrada, Pierre Perron, Yohei Yamamoto
    • Journal Title

      Scientific Reports

      Volume: 13(35) Issue: 1 Pages: 1-10

    • DOI

      10.1038/s41598-022-27220-9

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Bubbles, Crashes, and Economic Growth: Theory and Evidence2023

    • Author(s)
      Guerron-Quintana Pablo A.、Hirano Tomohiro、Jinnai Ryo
    • Journal Title

      American Economic Journal: Macroeconomics

      Volume: 15 Issue: 2 Pages: 333-371

    • DOI

      10.1257/mac.20220015

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Estimating the macroeconomic effects of Japan’s expansionary monetary policy under Quantitative and Qualitative Monetary Easing during 2013?20202023

    • Author(s)
      Kawamoto Takuji、Nakazawa Takashi、Kishaba Yui、Matsumura Kohei、Nakajima Jouchi
    • Journal Title

      Economic Analysis and Policy

      Volume: 78 Pages: 208-224

    • DOI

      10.1016/j.eap.2023.03.007

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Identifying Factor-Augmented Vector Autoregression Models via Changes in Shock Variances2022

    • Author(s)
      Yohei Yamamoto, Naoko Hara
    • Journal Title

      Journal of Applied Econometrics

      Volume: 37(4) Issue: 4 Pages: 722-745

    • DOI

      10.1002/jae.2894

    • Related Report
      2022 Annual Research Report 2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Structural Change Tests under Heteroskedasticity: Joint Estimation versus Two-Steps Methods2022

    • Author(s)
      Pierre Perron, Yohei Yamamoto
    • Journal Title

      Journal of Time Series Analysis

      Volume: 43(3) Issue: 3 Pages: 389-411

    • DOI

      10.1111/jtsa.12619

    • Related Report
      2022 Annual Research Report 2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 資産価格バブルに関するマクロ経済学的分析と政策的含意2022

    • Author(s)
      陣内 了
    • Journal Title

      Financial Review

      Volume: 150 Issue: 0 Pages: 76-92

    • DOI

      10.57520/prifr.150.0_76

    • ISSN
      0912-5892, 2758-4860
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Particle rolling MCMC with double-block sampling2022

    • Author(s)
      Awaya Naoki、Omori Yasuhiro
    • Journal Title

      Japanese Journal of Statistics and Data Science

      Volume: ー Issue: 1 Pages: 305-335

    • DOI

      10.1007/s42081-022-00170-2

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] High-frequency identification of monetary policy shocks in Japan2022

    • Author(s)
      Kubota Hiroyuki、Shintani Mototsugu
    • Journal Title

      The Japanese Economic Review

      Volume: 73 Issue: 3 Pages: 483-513

    • DOI

      10.1007/s42973-021-00110-x

    • NAID

      210000173170

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Sticky wages in a world of ideas2022

    • Author(s)
      Huang Kevin X. D.、Katayama Munechika、Shintani Mototsugu、Tsuruga Takayuki
    • Journal Title

      Economic Inquiry

      Volume: 60 Issue: 4 Pages: 1757-1781

    • DOI

      10.1111/ecin.13090

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Estimating a Nonlinear New Keynesian Model with the Zero Lower Bound for Japan2022

    • Author(s)
      IIBOSHI HIROKUNI、SHINTANI MOTOTSUGU、UEDA KOZO
    • Journal Title

      Journal of Money, Credit and Banking

      Volume: Online Version Issue: 6 Pages: 1-35

    • DOI

      10.1111/jmcb.12908

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A time-varying jump tail risk measure using high-frequency options data2022

    • Author(s)
      Ubukata Masato
    • Journal Title

      Empirical Economics

      Volume: 63 Issue: 5 Pages: 2633-2653

    • DOI

      10.1007/s00181-022-02209-5

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A CROSS-SECTIONAL METHOD FOR RIGHT-TAILED PANIC TESTS UNDER A MODERATELY LOCAL TO UNITY FRAMEWORK2022

    • Author(s)
      Yamamoto Yohei、Horie Tetsushi
    • Journal Title

      Econometric Theory

      Volume: 39 Issue: 2 Pages: 389-411

    • DOI

      10.1017/s0266466622000044

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] On Liquidity Shocks and Asset Prices2022

    • Author(s)
      GUERRON‐QUINTANA PABLO A.、JINNAI RYO
    • Journal Title

      Journal of Money, Credit and Banking

      Volume: ー Issue: 8 Pages: 2519-2546

    • DOI

      10.1111/jmcb.12928

    • Related Report
      2021 Annual Research Report 2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Multivariate Randomized Response Model for Sensitive Binary Data2022

    • Author(s)
      Chu Amanda M.Y.、Omori Yasuhiro、So Hing-yu、So Mike K.P.
    • Journal Title

      Econometrics and Statistics

      Volume: ー Pages: 16-35

    • DOI

      10.1016/j.ecosta.2022.01.003

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] On the relationship between fiscal multipliers and population aging in Japan: Theory and empirics2022

    • Author(s)
      Morita Hiroshi
    • Journal Title

      Economic Modelling

      Volume: 108 Pages: 105772-105772

    • DOI

      10.1016/j.econmod.2022.105772

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The price of distance: pricing-to-market and geographic barriers2021

    • Author(s)
      Kano Kazuko、Kano Takashi、Takechi Kazutaka
    • Journal Title

      Journal of Economic Geography

      Volume: - Issue: 4 Pages: 873-899

    • DOI

      10.1093/jeg/lbab013

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Bayesian estimation of realized GARCH-type models with application to financial tail risk management2021

    • Author(s)
      Chen Cathy W.S.、Watanabe Toshiaki、Lin Edward M.H.
    • Journal Title

      Econometrics and Statistics

      Volume: ー Pages: 30-46

    • DOI

      10.1016/j.ecosta.2021.03.006

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Forecasting Daily Volatility of Stock Price Index Using Daily Returns and Realized Volatility2021

    • Author(s)
      Takahashi Makoto、Watanabe Toshiaki、Omori Yasuhiro
    • Journal Title

      Econometrics and Statistics

      Volume: ー Pages: 34-56

    • DOI

      10.1016/j.ecosta.2021.08.002

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Pass-through of oil supply shocks to domestic gasoline prices: evidence from daily data2021

    • Author(s)
      Etsuro Shioji
    • Journal Title

      Energy Economics

      Volume: 98 Pages: 105214-105214

    • DOI

      10.1016/j.eneco.2021.105214

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Is There a Trade‐Off between COVID‐19 Control and Economic Activity? Implications from the Phillips Curve Debate2021

    • Author(s)
      Fukao Mitsuhiro、Shioji Etsuro
    • Journal Title

      Asian Economic Policy Review

      Volume: 17 Issue: 1 Pages: 66-85

    • DOI

      10.1111/aepr.12361

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The great moderation: updated evidence with joint tests for multiple structural changes in variance and persistence2021

    • Author(s)
      Perron Pierre, Yamamoto Yohei
    • Journal Title

      Empirical Economics

      Volume: 62 Issue: 3 Pages: 1193-1218

    • DOI

      10.1007/s00181-021-02047-x

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Cyclical Part‐Time Employment in an Estimated New Keynesian Model with Search Frictions2021

    • Author(s)
      MUKOYAMA TOSHIHIKO、SHINTANI MOTOTSUGU、TERAMOTO KAZUHIRO
    • Journal Title

      Journal of Money, Credit and Banking

      Volume: 53 Issue: 8 Pages: 1929-1968

    • DOI

      10.1111/jmcb.12846

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Tail risk and return predictability for the Japanese equity market2021

    • Author(s)
      Andersen Torben G.、Todorov Viktor、Ubukata Masato
    • Journal Title

      Journal of Econometrics

      Volume: 222 Issue: 1 Pages: 344-363

    • DOI

      10.1016/j.jeconom.2020.07.005

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Missing Wage Inflation? Estimating the Natural Rate of Unemployment in a Nonlinear DSGE Model2021

    • Author(s)
      Iwasaki, Yuto, Ichiro Muto and Mototsugu Shintani
    • Journal Title

      European Economic Review

      Volume: 132 Pages: 103626-103626

    • DOI

      10.1016/j.euroecorev.2020.103626

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Exchange rates and fundamentals: A general equilibrium exploration2021

    • Author(s)
      Takashi Kano
    • Journal Title

      Journal of Money, Credit and Banking

      Volume: 53 Issue: 1 Pages: 95-117

    • DOI

      10.1111/jmcb.12698

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Testing for Changes in Forecasting Performance2021

    • Author(s)
      Pierre Perron and Yohei Yamamoto
    • Journal Title

      Journal of Business and Economic Statistics

      Volume: 39(1) Issue: 1 Pages: 148-165

    • DOI

      10.1080/07350015.2019.1641410

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Forecasting Japanese inflation with a news-based leading indicator of economic activities2020

    • Author(s)
      Goshima Keiichi, Ishijima Hiroshi, Shintani Mototsugu, Yamamoto Hiroki
    • Journal Title

      Studies in Nonlinear Dynamics & Econometrics

      Volume: 0 Issue: 4 Pages: 0-0

    • DOI

      10.1515/snde-2019-0117

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Realized stochastic volatilityモデル-拡張と日本の株価指数への応用-2020

    • Author(s)
      高橋慎、渡部敏明、大森裕浩
    • Journal Title

      統計数理

      Volume: 68 Pages: 65-85

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Response of bank loans to the bank of Japan's quantitative and qualitative easing policy: A panel data analysis2020

    • Author(s)
      Etsuro Shioji
    • Journal Title

      Seoul Journal of Economics

      Volume: 33 Pages: 355-394

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Macroeconomic Forecasting Using Factor Models and Machine Learning: An Application to Japan2020

    • Author(s)
      Maehashi, Kohei, and Mototsugu Shintani
    • Journal Title

      Journal of the Japanese and International Economies

      Volume: 58 Pages: 101104-101104

    • DOI

      10.1016/j.jjie.2020.101104

    • NAID

      210000173253

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Testing Jointly for Structural Changes in the Error Variance and Coefficients of a Linear Regression Model2020

    • Author(s)
      Pierre Perron, Yohei Yamamoto and Jing Zhou
    • Journal Title

      Quantitative Economics

      Volume: 11(3) Issue: 3 Pages: 1019-1057

    • DOI

      10.3982/qe1332

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Multiple-block dynamic equicorrelations with realized measures, leverage and endogeneity2019

    • Author(s)
      Kurose Yuta、Omori Yasuhiro
    • Journal Title

      Econometrics and Statistics

      Volume: 印刷中 Pages: 46-68

    • DOI

      10.1016/j.ecosta.2018.03.003

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Presentation] High-frequency realized stochastic volatility model2023

    • Author(s)
      Toshiaki Watanabe、Jouchi Nakajima
    • Organizer
      一橋大学経済研究所共同利用・共同研究拠点プロジェクト「動学的パネルデータモデルによる多国間経済及びファイナンス波及分析」研究集会
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Time-varying parameter heterogeneous autoregressive model with stochastic volatility2023

    • Author(s)
      Toshiaki Watanabe、Jouchi Nakajima
    • Organizer
      Webinar of Bayesian Econometrics 2023
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Realized stochastic volatility models with skew-t distributions2023

    • Author(s)
      Makoto Takahashi、Yuta Yamauchi、Toshiaki Watanabe、Yasuhiro Omori
    • Organizer
      Webinar of Bayesian Econometrics 2023
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Responses of households’ expected Inflation to oil prices and the exchange rate: evidence from daily data2023

    • Author(s)
      Etsuro Shioji
    • Organizer
      一橋大学経済研究所共同利用・共同研究拠点プロジェクト 「動学的パネルデータモデルによる多国間経済及びファイナンス波及分析」 研究集会
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Central Bank Information Effects in Japan: The Role of Uncertainty Channel2023

    • Author(s)
      Ryo Matsumoto、Hiroshi Morita
    • Organizer
      The HSI2022-8th Hitotsubashi Summer Institute
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The signaling effects of fiscal announcements2023

    • Author(s)
      Leonardo Melosi、Hiroshi Morita、Anna Rogantini-Picco、Francesco Zanetti
    • Organizer
      一橋大学経済研究所共同利用・共同研究拠点プロジェクト「動学的パネルデータモデルによる多国間経済及びファイナンス波及分析」研究集会
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Time-varying parameter local projections with stochastic volatility2023

    • Author(s)
      Jouchi Nakajima
    • Organizer
      Webinar of Bayesian Econometrics 2023
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Time-varying parameter local projections with stochastic volatility2023

    • Author(s)
      Jouchi Nakajima
    • Organizer
      The HSI2022-8th Hitotsubashi Summer Institute
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] High-frequency realized stochastic volatility model with the generalized hyperbolic skew Student's t-distribution2022

    • Author(s)
      Jouchi Nakajima、Toshiaki Watanabe
    • Organizer
      The 16th International Conference on Computational and Financial Econometrics (CFE 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Realized stochastic volatility models with skew-t distributions2022

    • Author(s)
      Makoto Takahashi、Yuta Yamauchi、Toshiaki Watanabe、Yasuhiro Omori
    • Organizer
      The 5th International Conference on Econometrics and Statistics (EcoSta 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] State-space method for the quadratic estimator of integrated variance in the presence of market microstructure noise2022

    • Author(s)
      Daisuke Nagakura、Toshiaki Watanabe
    • Organizer
      The 5th International Conference on Econometrics and Statistics (EcoSta 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] High-frequency realized stochastic volatility model2022

    • Author(s)
      Toshiaki Watanabe、Jouchi Nakajima
    • Organizer
      The 16th International Symposium on Econometric Theory and Applications (SETA2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Responses of households' expected inflation to oil prices and the exchange rate: Evidence from daily data2022

    • Author(s)
      Etsuro Shioji
    • Organizer
      16th International Conference on Computational and Financial Econometrics (CFE2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 外的要因は日本に持続的インフレをもたらすか2022

    • Author(s)
      塩路悦朗
    • Organizer
      日本金融学会2022年度秋季大会
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Responses of households' expected inflation to oil prices and the exchange rate: Evidence from daily data2022

    • Author(s)
      Etsuro Shioji
    • Organizer
      The 16th International Symposium on Econometric Theory and Applications (SETA2022 )
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The pandemic and government bonds: Evidence from volatility smiles in Japan2022

    • Author(s)
      Etsuro Shioji
    • Organizer
      5th International Conference on Econometrics and Statistics (Ecosta 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Welfare costs of exchange rate fluctuations: evidence from the 1972 Okinawa reversion2022

    • Author(s)
      Kazuko Kano、Takashi Kano
    • Organizer
      28th International Conference of the Society for Computational Economics (CEF 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Posterior inferences of incomplete structural models: the minimal econometric interpretation2022

    • Author(s)
      Takashi Kano
    • Organizer
      16th International Conference on Computational and Financial Econometrics (CFE2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Anthropogenic Influence on Global Increase in Extreme Heat and Precipitation with Implications for Risk Hotspots2022

    • Author(s)
      Francisco Estrada、Pierre Perron、Yohei Yamamoto
    • Organizer
      NBER-NSF Time Series Conference
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Anthropogenic Influence on Extremes and Risk Hotspots2022

    • Author(s)
      Francisco Estrada、Pierre Perron、Yohei Yamamoto
    • Organizer
      Transdisciplinary Econometrics and Data Science Seminar / Economics Seminar
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Bubbles, Crashes, and Economic Growth: Theory and Evidence2022

    • Author(s)
      Guerron-Quintana Pablo A、Tomohiro Hirano、Ryo Jinnai
    • Organizer
      Greater Fool Bubbles Seminar
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Stochastic volatility and realized stochastic volatility models2022

    • Author(s)
      Yasuhiro Omori
    • Organizer
      5th International Conference on Econometrics and Statistics (EcoSta2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Bayesian estimation of multivariate stochastic volatility models using dynamic factors2022

    • Author(s)
      Yasuhiro Omori
    • Organizer
      5th International Conference on Econometrics and Statistics (EcoSta2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Multivariate randomized response for a mixed-type data2022

    • Author(s)
      Amanda M.Y. Chu、Yasuhiro Omori、Hing-yu So、Mike K.P. So
    • Organizer
      6th Eastern Asia Chapter of International Society for Bayesian Analysis (EAC-ISBA2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Dynamic factor, leverage and realized covariances in multivariate stochastic volatility2022

    • Author(s)
      Yuta Yamauchi、Yasuhiro Omori
    • Organizer
      6th Eastern Asia Chapter of International Society for Bayesian Analysis (EAC-ISBA2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Johansen test with Fourier-type smooth non-linear trends in cointegrating relations2022

    • Author(s)
      Takamitsu Kurita、Mototsugu Shintani
    • Organizer
      The 5th International Conference on Econometrics and Statistics (EcoSta 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Behavioral explanation for the puzzling persistence of the aggregate real exchange rate2022

    • Author(s)
      Mario J. Crucini、Mototsugu Shintani、Takayuki Tsuruga
    • Organizer
      The 16th International Symposium on Econometric Theory and Applications (SETA2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Behavioral explanation for the puzzling persistence of the aggregate real exchange rate2022

    • Author(s)
      Mario J. Crucini、Mototsugu Shintani、Takayuki Tsuruga
    • Organizer
      EEA-ESEM Congress 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Nowcasting Japanese GDP using text data and machine learning2022

    • Author(s)
      Yusuke Oh、Mototsugu Shintani
    • Organizer
      The 15th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Monetary policy, labor force participation, and wage rigidity2022

    • Author(s)
      Hiroyuki Kubota、Ichiro Muto、Mototsugu Shintani
    • Organizer
      Summer Workshop on Economic Theory (SWET2022)
    • Related Report
      2022 Annual Research Report
  • [Presentation] A time-varying jump tail risk measure using high-frequency options data2022

    • Author(s)
      生方雅人
    • Organizer
      応用計量経済学の展開
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] COVID-19 Uncertainty Index in Japan: Newspaper-Based Measures and Economic Activities2022

    • Author(s)
      小野泰輝、森田裕史
    • Organizer
      日本経済学会 2022 年度春季大会
    • Related Report
      2022 Annual Research Report
  • [Presentation] The signaling effects of fiscal announcements2022

    • Author(s)
      Leonardo Melosi、Hiroshi Morita、Francesco Zanetti
    • Organizer
      5th international conference on Econometrics and Statistics (EcoSta2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Forecasting GDP growth using stock returns in Japan: A factor-augmented MIDAS approach2022

    • Author(s)
      Hiroshi Morita
    • Organizer
      The 16th International Symposium on Econometric Theory and Applications (SETA2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The signaling effects of fiscal announcements2022

    • Author(s)
      Leonardo Melosi、Hiroshi Morita、Francesco Zanetti
    • Organizer
      The 3rd TWID International Finance Conference
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The signaling effects of fiscal announcements2022

    • Author(s)
      Leonardo Melosi、Hiroshi Morita、Francesco Zanetti
    • Organizer
      Singapore Economic Review Conference 2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The signaling effects of fiscal announcements2022

    • Author(s)
      Leonardo Melosi、Hiroshi Morita、Francesco Zanetti
    • Organizer
      2022 Asian Meeting of the Econometric Society in East and South-East Asia
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The signaling effects of fiscal announcements2022

    • Author(s)
      Leonardo Melosi, Hiroshi Morita, Francesco Zanetti
    • Organizer
      EEA-ESEM2022
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Forecasting GDP growth using stock returns in Japan: A factor-augmented MIDAS approach2022

    • Author(s)
      Hiroshi Morita
    • Organizer
      The 16th International Conference on Computational and Financial Econometrics (CFE2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Measuring regional economic uncertainty2022

    • Author(s)
      Jouchi Nakajima
    • Organizer
      The 5th International Conference on Econometrics and Statistics (EcoSta2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Measuring regional economic uncertainty2022

    • Author(s)
      Jouchi Nakajima
    • Organizer
      The 6th Eastern Asia Chapter of International Society for Bayesian Analysis (EAC-ISBA) Conference
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimating firm's inflation expectations based on survey's diffusion index2022

    • Author(s)
      Jouchi Nakajima、Hiroaki Yamagata、Tatsushi Okuda、Shinnosuke Katsuki、Takeshi Shinohara
    • Organizer
      The 16th International Symposium on Econometric Theory and Applications (SETA2022)
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] High-frequency realized stochastic volatility model2022

    • Author(s)
      Toshiaki Watanabe、Jouchi Nakajima
    • Organizer
      The 11th Conference of the IASC-ARS The Asian Regional Section of the International Association for Statistical Computing (IASC-ARS 2022)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] COVID-19 uncertainty index in Japan: Newspaper-based measures and economic activities2022

    • Author(s)
      森田裕史、小野泰輝
    • Organizer
      YNUデータサイエンス・ミニコンファレンス
    • Related Report
      2021 Annual Research Report
  • [Presentation] Stochastic volatility models with time-varying leverage effect2021

    • Author(s)
      Toshiaki Watanabe、Jouchi Nakajima
    • Organizer
      The 15th International Conference on Computational and Financial Econometrics (CFE 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] High-frequency realized stochastic volatility model2021

    • Author(s)
      Toshiaki Watanabe、Jouchi Nakajima
    • Organizer
      Insper Data Science and Decision Seminar Series
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] High-frequency realized stochastic volatility model2021

    • Author(s)
      Toshiaki Watanabe、Jouchi Nakajima
    • Organizer
      HSI2021-The 7th Hitotsubashi Summer Institute
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Stochastic volatility models with time-varying leverage effect2021

    • Author(s)
      Toshiaki Watanabe、Jouchi Nakajima
    • Organizer
      The 4th International Conference on Econometrics and Statistics (EcoSta 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] High-frequency realized stochastic volatility model2021

    • Author(s)
      Toshiaki Watanabe、Jouchi Nakajima
    • Organizer
      The 4th International Conference on Econometrics and Statistics (EcoSta 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] High-frequency realized stochastic volatility model2021

    • Author(s)
      Toshiaki Watanabe、Jouchi Nakajima
    • Organizer
      Applied Time Series Econometrics Workshop
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The pandemic and government bonds: Evidence from volatility smiles in Japan2021

    • Author(s)
      Etsuro Shioji
    • Organizer
      The 15th International Conference on Computational and Financial Econometrics (CFE 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Welfare costs of exchange rate fluctuations: Evidence from the 1972 Okinawa reversion2021

    • Author(s)
      加納隆、加納和子
    • Organizer
      第23回マクロ・コンファレンス
    • Related Report
      2021 Annual Research Report
  • [Presentation] Recurrent bubbles and economics growth2021

    • Author(s)
      Pablo A. Guerron-Quintana、Tomohiro Hirano、Ryo Jinnai
    • Organizer
      Seminar at Simon Fraser University
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Recurrent bubbles and economics growth2021

    • Author(s)
      Pablo A. Guerron-Quintana、Tomohiro Hirano、Ryo Jinnai
    • Organizer
      Seminar at Banco Central de Chile
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Multivariate randomized response for binary and ordinal data2021

    • Author(s)
      Amanda Chu、Yasuhiro Omori、Mike So、Hing-yu So
    • Organizer
      The 11th Conference of the IASC-ARS The Asian Regional Section of the International Association for Statistical Computing (IASC-ARS2022)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Multivariate randomized response for binary and ordinal data2021

    • Author(s)
      Amanda Chu、Yasuhiro Omori、Mike So、Hing-yu So
    • Organizer
      The 4th International Conference on Econometrics and Statistics (EcoSta 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Dynamic factor, leverage and realized covariances in multivariate stochastic volatility2021

    • Author(s)
      Yuta Yamauchi、Yasuhiro Omori
    • Organizer
      NBER-NSF Seminar Seminar on Bayesian Inference in Econometrics and Statistics (SBIES)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Dynamic factor, leverage and realized covariances in multivariate stochastic volatility2021

    • Author(s)
      山内雄太、大森裕浩
    • Organizer
      2021年度 統計関連学会連合大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Dynamic factor, leverage and realized covariances in multivariate stochastic volatility2021

    • Author(s)
      Yuta Yamauchi、Yasuhiro Omori
    • Organizer
      The 15th International Conference on Computational and Financial Econometrics (CFE2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Realized stochastic volatility with skewed t distribution2021

    • Author(s)
      Makoto Takahashi、Yasuhiro Omori、Toshiaki Watanabe、Yuta Yamauchi
    • Organizer
      The 15th International Conference on Computational and Financial Econometrics (CFE2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Johansen test with fourier-type smooth non-linear trends in cointegrating relations2021

    • Author(s)
      Mototsugu Shintani、Takamitsu Kurita
    • Organizer
      2021 Asian Meeting of Econometric Society
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 報道が家計のインフレ予想に与える影響について -消費動向調査のパネルデータ分析-2021

    • Author(s)
      相馬 尚人、新谷 元嗣、山本 弘樹
    • Organizer
      日本経済学会2021年度秋季大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] A time-varying jump tail risk measure using high-frequency options data2021

    • Author(s)
      Masato Ubukata
    • Organizer
      The 4th International Conference on Econometrics and Statistics (EcoSta 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The signalling effects of fiscal announcements: Results from supplementary fiscal stimuli2021

    • Author(s)
      Hiroshi Morita, Francesco Zanetti and Leonardo Melosi
    • Organizer
      The 15th International Conference on Computational and Financial Econometrics (CFE2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] The signalling effects of fiscal announcements2021

    • Author(s)
      Hiroshi Morita、Francesco Zanetti、Leonardo Melosi
    • Organizer
      第23回マクロ・コンファレンス
    • Related Report
      2021 Annual Research Report
  • [Presentation] Fiscal multipliers under the effective lower bound: An empirical study in Japan2021

    • Author(s)
      Hiroshi Morita
    • Organizer
      Webinar of Bayesian Econometrics 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fiscal multipliers in the most aged country: Empirical evidence and theoretical interpretation2021

    • Author(s)
      森田裕史
    • Organizer
      2021年度日本経済学会秋季大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] The signalling effects of fiscal announcements: Results from event studies2021

    • Author(s)
      Hiroshi Morita、Francesco Zanetti、Leonardo Melosi
    • Organizer
      HSI2021-The 7th Hitotsubashi Summer Institute
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Forecasting public investment using daily stock returns2021

    • Author(s)
      Hiroshi Morita
    • Organizer
      The 4th International Conference on Econometrics and Statistics (EcoSta 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] High-frequency identification of unconventional monetary policy shocks in Japan2021

    • Author(s)
      久保田博之、新谷元嗣
    • Organizer
      第15回若手経済学者のためのマクロ経済学コンファレンス
    • Related Report
      2020 Annual Research Report
  • [Presentation] High-frequency realized stochastic volatility model2020

    • Author(s)
      Toshiaki Watanabe、Jouchi Nakajima
    • Organizer
      The 14th International Conference on Computational and Financial Econometrics (CFE 2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Dynamic factor, leverage and realized covariances in multivariate stochastic volatility2020

    • Author(s)
      Yuta Yamauchi、Yasuhiro Omori
    • Organizer
      Webinar of Bayesian Econometrics 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] How policies are perceived in the market for the Japanese government bonds: Evidence from volatility smiles2020

    • Author(s)
      Etsuro Shioji
    • Organizer
      BdF-FFJ Workshop on Macroeconomics and Monetary Policy
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Daily dynamics of retail gasoline price dispersion in Japan2020

    • Author(s)
      Etsuro Shioji、Shiro Yuasa
    • Organizer
      The 14th International Conference on Computational and Financial Econometrics (CFE 2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Trigonometric trend regressions of unknown frequencies with stationary or integrated noise2020

    • Author(s)
      Mototsugu Shintani, Pierre Perron、Tomoyoshi Yabu
    • Organizer
      2020 Econometric Society World Congress
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The great moderation: Updated evidence with joint tests for multiple structural changes in variance and persistence2020

    • Author(s)
      Yohei Yamamoto、Pierre Perron
    • Organizer
      Economic Seminar, National Chengchi University, Taipei, Taiwan
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Recurrent bubbles and economics growth2020

    • Author(s)
      Ryo Jinnai, Pablo A. Guerron-Quintana、Tomohiro Hirano
    • Organizer
      National University of Singapore Macroeconomics Seminar
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Time-varying jump tail risk measure using high-frequency options data2020

    • Author(s)
      Masato Ubukata
    • Organizer
      HSI2020-The 6th Hitotsubashi Summer Institute
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fiscal multipliers in the most aged country: Empirical evidence and theoretical interpretation2020

    • Author(s)
      Hiroshi Morita
    • Organizer
      HSI2020-The 6th Hitotsubashi Summer Institute
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fiscal multipliers in the most aged country: Empirical evidence and theoretical interpretation2020

    • Author(s)
      Hiroshi Morita
    • Organizer
      Webinar of Bayesian Econometrics 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fiscal multipliers in the most aged country: Empirical evidence and theoretical interpretation2020

    • Author(s)
      Hiroshi Morita
    • Organizer
      The 14th International Conference on Computational and Financial Econometrics (CFE2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Book] マクロ経済構造の分析2023

    • Author(s)
      森田 裕史
    • Total Pages
      208
    • Publisher
      日本評論社
    • ISBN
      9784535540606
    • Related Report
      2022 Annual Research Report
  • [Book] 資産価格としての為替レート2022

    • Author(s)
      加納 隆
    • Total Pages
      162
    • Publisher
      三菱経済研究所
    • ISBN
      9784943852841
    • Related Report
      2022 Annual Research Report
  • [Book] Pythonによるマクロ経済予測入門2022

    • Author(s)
      新谷 元嗣、前橋 昂平
    • Total Pages
      224
    • Publisher
      朝倉書店
    • ISBN
      9784254129014
    • Related Report
      2022 Annual Research Report
  • [Book] 原油価格と国内ガソリン価格2021

    • Author(s)
      塩路 悦朗
    • Total Pages
      103
    • Publisher
      三菱経済研究所
    • ISBN
      9784943852827
    • Related Report
      2020 Annual Research Report
  • [Funded Workshop] Webinar of Bayesian Econometrics 20232023

    • Related Report
      2022 Annual Research Report
  • [Funded Workshop] HSI2021-The 7th Hitotsubashi Summer Institute “Macro- and Financial Econometrics”2021

    • Related Report
      2021 Annual Research Report
  • [Funded Workshop] Webinar of Bayesian Econometrics 20212021

    • Related Report
      2021 Annual Research Report
  • [Funded Workshop] HSI2020-6th Hitotsubashi Summer Institute2020

    • Related Report
      2020 Annual Research Report

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Published: 2020-04-28   Modified: 2024-01-30  

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