Takahiro Hoshino

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

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, 印刷中, 2023 Peer-reviewedInvitedLast author

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, Hirokatsu 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 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 Bockenholt

Journal of Business & Economic Statistics, 39(3) 622-635, Oct, 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

Inadvertent Learning on a Portal Site: A Longitudinal Field Experiment

Tetsuro Kobayashi, Takahiro Hoshino, Takashisa Suzuki

Communication Research, 47(5) 729-749, Jul, 2020 Peer-reviewed

Semiparametric Bayesian Multiple Imputation for Regression Models with Missing Mixed Continuous-Discrete Covariates

Ryo Kato, Takahiro Hoshino

Annals of the Institute of Statistical Mathematics, 72(3) 803-825, Apr, 2020 Peer-reviewedCorresponding 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

The impact of competitors store flyer advertisement on EDLP/HiLo chain performance in highly competitive retail market: GPS information and POS data approach in Japan

KATO Ryo, HOSHINO Takahiro

Journal of Advertising, 48(5) 569-587, 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

Doubly Robust-type Estimation of Population Moments or Parameters in Biased Sampling

Yuya Shimuzu, Takahiro Hoshino

Stat, 8(1) e241, Jan, 2020 Peer-reviewedLast authorCorresponding author

Parametric identification of the joint distribution of the potential outcomes

Keisuke Takahata, Takahiro Hoshino

Stat, 8(1) e254-e254, Jan, 2020 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

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