Takahiro Hoshino

SCM とDID によるキャッシュレス・ポイント還元事業の政策効果の因果効果推定

栃沢颯太, 星野崇宏

行動計量学, 50(2), Sep, 2023 Peer-reviewedLast authorCorresponding author

異質性の動的変化を考慮した競合リスクモデルによる購買間隔のモデリング：複数チャネルにおける消費者購買行動の分析

猪狩良介, 星野崇宏

日本統計学会誌, 52(2) 259-293, Mar, 2023 Peer-reviewedInvitedLast author

Handling the Inconsistency between Self-Report and the Actual Behavior

Makito takeuchi, Jun-ichiro Niimi, Takahiro Hoshino

International Journal of Market Research, 2023 Peer-reviewedLast authorCorresponding author

Stimulus-specific random effects inflate false-positive classification accuracy in multivariate-voxel-pattern-analysis: A solution with generalized mixed-effects modelling

Shogo Kajimura, Takahiro Hoshino, Kou Murayama

NeuroImage, 269 119901-119901, Jan, 2023 Peer-reviewed

Real-Time Survey of Vaccine Safety of the mRNA-1273 SARS-CoV-2 Vaccine in Workplace Vaccination at Keio University

Kaho Okumura, Azusa Hara, Isa Inada, Daisuke Sugiyama, Takahiro Hoshino, Takahiro Yakoh, Hirokazu Yokoyama, Hisashi Urushihara

Vaccines, 10(9) 1461, Sep, 2022 Peer-reviewed

Joint modeling of effects of customer tier program on customer purchase duration and purchase amount

Kazuki Nishio, Takahiro Hoshino

Journal of Retailing and Consumer Services, 66, May, 2022 Peer-reviewedLast authorCorresponding author

Effects of web-based learning for nurses on their care for pregnant women with hiesho (sensitivity of hands or feet to cold): A randomized controlled trial

Sachiyo Nakamura, Shoko Takeuchi, Takahiro Hoshino, Naoko Okubo, Shigeko Horiuchi

Japanese Journal of Nursing Science, in press(4) e12490, 2022 Peer-reviewed

Estimation of Local Average Treatment Effect by Data Combination

Kazuhiko Shinoda, Takahiro Hoshino

Proceedings of the AAAI Conference on Artificial Intelligence, 36, 2022 Peer-reviewedLast author

Semiparametric Bayes instrumental variable estimation with many weak instruments

Ryo Kato, Takahiro Hoshino

Stat, 10(1) e350, Dec, 2021 Peer-reviewedLast authorCorresponding author

Dynamic Two Stage Modeling for Category-Level and Brand-Level Purchases Using Potential Outcome Approach With Bayes Inference

Kei Miyazaki, Takahiro Hoshino, Ulf Böckenholt

Journal of Business & Economic Statistics, 39(3) 622-635, Jul 3, 2021 Peer-reviewedCorresponding author

Unplanned Purchase of New Products

Ryo Kato, Takahiro Hoshino

Journal of Retailing and Consumer Services, 59 102397, 2021 Peer-reviewedLast author

Kernel canonical correlation analysis for data combination of multiple-source datasets

Masaki Mitsuhiro, Takahiro Hoshino

Japanese Journal of Statistics and Data Science, 3(2) 669-691, Dec 3, 2020 Peer-reviewedLast authorCorresponding author

RFMC分析におけるClumpiness 指標の拡張と自社顧客の行動予測への応用：Clumpiness を活用した離脱時期と競合利用の予測手法の提案

星野崇宏, 新美潤一郎

行動計量学, 47(1) 27-40, Mar, 2020 Peer-reviewedLast authorCorresponding author

Prediction of the Customer Activity with Using the Improved Measure of Clumpiness

Junichiro NIIMI, Takahiro HOSHINO

Kodo Keiryogaku (The Japanese Journal of Behaviormetrics), 47(1) 27-40, 2020

実店舗内における高額商品選択を促す事前の購買行動の検討：スマートカートデータを活用した実証分析

齊藤勇樹, 星野崇宏

マーケティング・サイエンス, 28(1) 7-27, 2020 Peer-reviewedLast authorCorresponding author

Parametric identification of the joint distribution of the potential outcomes

Takahiro Hoshino, Keisuke Takahata

Stat, 8(1) e254-e254, Jan, 2020 Peer-reviewedLast authorCorresponding author

The Impact of Competitors’ Store Flyer Advertisements on EDLP/High-Low Chain Performance in a Highly Competitive Retail Market: GPS Information and POS Data Approach in Japan

Ryo Kato, Takahiro Hoshino

Journal of Advertising, 48(5) 1-19, Oct 20, 2019 Peer-reviewedLast authorCorresponding author

小学1年生から中学3年生を対象とした学力テストの垂直尺度化

山口一大, 敷島千鶴, 星野崇宏, 繁桝算男, 赤林英夫

心理学研究, 90(4) 408-418, Oct, 2019 Peer-reviewed

Influenza Vaccination Effectiveness in Japan, 2013/2014 Season: an Application of Doubly Robust Method to Large-scale, Real-world Dataset

Natsumi Shibata, Shinya Kimura, Takahiro Hoshino, Hisashi Urushihara

BMC Infectious Diseases, 19(586), Jun, 2019 Peer-reviewed

Semiparametric Bayesian multiple imputation for regression models with missing mixed continuous–discrete covariates

Takahiro Hoshino

Annals of the Institute of Statistical Mathematics, 72(3) 803-825, Mar 11, 2019 Peer-reviewedCorresponding author

マーケティングと行動経済学：二重過程理論と文脈効果に関するレビューと購買履歴データからの実証分析

星野崇宏, 竹内真登

行動経済学, 12(1) 51-61, Mar, 2019 Peer-reviewedInvitedLead authorCorresponding author

Doubly robust‐type estimation of population moments and parameters in biased sampling

Yuya Shimizu, Takahiro Hoshino

Stat, 8(1) e241, Jan, 2019 Peer-reviewedLast authorCorresponding author

A Bayesian data combination approach for repeated durations under unobserved missing indicators: Application to interpurchase-timing in marketing

Ryosuke Igari, Takahiro Hoshino

Computational Statistics and Data Analysis, 126 150-166, Oct 1, 2018 Peer-reviewedLast authorCorresponding author

中高生におけるインターネット上のいじめ被害と加害の関連性：大規模横断調査による検討

浦野由平, 大賀真伊, 滝沢龍, 星野崇宏, 下山晴彦

臨床心理学, 18(4) 486-491, Jul, 2018 Peer-reviewed

Effectiveness of influenza vaccination for children in Japan: Four-year observational study using a large-scale claims database

Natsumi Shibata, Shinya Kimura, Takahiro Hoshino, Masato Takeuchi, Hisashi Urushihara

Vaccine, 36(20) 2809-2815, May 11, 2018 Peer-reviewed

大規模調査データによる消費者の保険加入行動の理解(1)：属性やリスク資産保有との関係

竹内真登, 星野崇宏

損害保険研究, 79(4) 1-38, Feb, 2018 InvitedLast authorCorresponding author

Inadvertent Learning on a Portal Site: A Longitudinal Field Experiment

Takahiro Hoshino

Communication Research, 47(5) 729-749, 2018 Peer-reviewed

A Survival Analysis Incorporating Auxiliary Information by Bayesian Generalized Method of Moment: Application to Interpurchase-timing Modeling

Ryosuke Igari, Takahiro Hoshino

Journal of the Japanese Society of Computational Statistics, 30(1) 27-44, Dec, 2017 Peer-reviewedCorresponding author

企業ブランドイメージと広告費、財務指標の関連性に関する実証分析

加藤諒, 星野崇宏

日経広告研究所報, 294 18-25, Sep, 2017 Invited

An Out-of-Pocket Cost Removal Intervention on Fecal Occult Blood Test Attendance

Takahiro Tabuchi, Hiroshi Murayama, Takahiro Hoshino, Tomio Nakayama

American Journal of Preventive Medicine, 53(2) E51-E62, Aug, 2017 Peer-reviewed

The impact of product based reward promotions: Which sales strategies are more effective for retail companies, price discounts or point incentives?

NAKAGAWA Hiromichi, HOSHINO Takahiro

Journal of Marketing & Distribution, 20(2) 1-15, Jul, 2017 Peer-reviewed

Respondents with low motivation tend to choose middle category: Survey questions on happiness in Japan

Takahiro Hoshino

Behaviormetrika, 44(2) 593-605, Jun, 2017 Peer-reviewed

Researchers' choice of the number and range of levels in experiments affects the resultant variance-accounted-for effect size

Kensuke Okada, Takahiro Hoshino

PSYCHONOMIC BULLETIN & REVIEW, 24(2) 607-616, Apr, 2017 Peer-reviewedLast author

Predicting Purchases with Using the Variety of Customer Behaviors

Junichiro Niimi, Takahiro Hoshino

Transactions of the Japanese Society for Artificial Intelligence, 32(2) B-G63_1-B-G63_9, Mar, 2017 Peer-reviewedCorresponding author

Prediction of Product Purchase based on Conjoint Measurement with Process Simulation : Manipulation with Photos and Confirmation of Improvement in Prediction Accuracy through Follow-up Survey

44(1) 45-56, Mar, 2017 Peer-reviewed

効果的な効果検証？：非無作為化デザインによる刑事政策の因果効果の推定

高橋哲, 只野智弘, 星野崇宏

更生保護学研究 (日本更生保護学会), 9 52-74, Dec, 2016 Peer-reviewed

統計的データ融合を用いた広告・価格販促の効果の推定

猪狩良介, 星野崇宏

日経広告研究所報, 289(5) 2-9, Oct, 2016

Long-term radiographic evaluation of risk factors related to implant treatment: suggestion for alternative statistical analysis of marginal bone loss

Masakazu Hasegawa, Yasunori Hotta, Takahiro Hoshino, Koji Ito, Shinichi Komatsu, Takashi Saito

CLINICAL ORAL IMPLANTS RESEARCH, 27(10) 1283-1289, Oct, 2016 Peer-reviewed

Online-Offlineチャネルにおける消費者の購買間隔と購買金額の同時モデリング

猪狩良介, 星野崇宏

オペレーションズ・リサーチ, 61(9) 589-599, Sep, 2016 Peer-reviewed

A Modeling of Category-level Purchase and Brand-level Purchase which Allows Simultaneous Brand Purchase

43(2) 167-180, Sep, 2016 Peer-reviewed

因果効果推定の応用―CM接触の因果効果と調整効果

KATO Ryo, 星野崇宏

岩波データサイエンス刊行委員会編『岩波データサイエンス』, Vol. 3, Jun, 2016

National Survey of Psychology Education Programs and Their Content in Japan

Takashi Kusumi, Hiroshi Yama, Kensuke Okada, Satoru Kikuchi, Takahiro Hoshino

JAPANESE PSYCHOLOGICAL RESEARCH, 58(S1) 4-18, Jun, 2016 Peer-reviewed

Are Partial Workplace Smoking Bans as Effective as Complete Smoking Bans? A National Population-Based Study of Smoke-Free Policy Among Japanese Employees

Takahiro Tabuchi, Takahiro Hoshino, Tomio Nakayama

Nicotine & Tobacco Research, 18(5) 1265-1273, May, 2016 Peer-reviewed

Awareness and use of electronic cigarettes and heat-not-burn tobacco products in Japan.

Takahiro Tabuchi, Kosuke Kiyohara, Takahiro Hoshino, Kanae Bekki, Yohei Inaba, Naoki Kunugita

Addiction (Abingdon, England), 111(4) 706-13, Apr, 2016 Peer-reviewed

Predicting the Consumers Behavior with Using the Variety of User Access Patterns

Junichiro Niimi, Takahiro Hoshino

Japanese Journal of Applied Statistics, 44(3) 121-143, Oct, 2015 Peer-reviewed

Developmental Trajectories of Social Skills during Early Childhood and Links to Parenting Practices in a Japanese Sample

Yusuke Takahashi, Kensuke Okada, Takahiro Hoshino, Tokie Anme

PLOS ONE, 10(8) e0135357, Aug, 2015 Peer-reviewed

解釈レベルの操作を伴うコンジョイント測定法の開発：マーケティングリサーチに生じるバイアスの排除に関する実証分析

竹内真登, 星野崇宏

マーケティング・サイエンス, 23 15-34, Jul, 2015 Peer-reviewed

反復横断データから消費者セグメントの構成比の変化・生成・消滅を理解するための潜在クラスモデルと段階推定法

加藤諒, 星野崇宏, 堀江尚之

マーケティング・サイエンス, 23 35-59, Jul, 2015 Peer-reviewedCorresponding author

教育・臨床実践のための介入効果の解析と評価

Tomoyuki YASUDA, Takahiro HOSHINO

The Annual Report of Educational Psychology in Japan, 54 221-226, 2015

A Joint Analysis of Acquiring Visitors and Website Usage Behavior Using Hierarchical Bayes Dynamic Sample Selection Model

IGARI Ryosuke, HOSHINO Takahiro

Journal of the Japan Statistical Society, 43(2) 185-214, Mar, 2014 Peer-reviewed

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