51 citations · 58 across the 4 of their papers we have counts for
4 papers
The mbsts package: Multivariate Bayesian Structural Time Series Models in R
Ning Ning, Jinwen Qiu
The multivariate Bayesian structural time series (MBSTS) model is a general machine learning model that deals with inference and prediction for multiple correlated time series, whe…
Linear Iterative Feature Embedding: An Ensemble Framework for Interpretable Model
Agus Sudjianto, Jinwen Qiu, Miaoqi Li +1
A new ensemble framework for interpretable model called Linear Iterative Feature Embedding (LIFE) has been developed to achieve high prediction accuracy, easy interpretation and ef…
Evolution of Regional Innovation with Spatial Knowledge Spillovers: Convergence or Divergence?
Jinwen Qiu, Wenjian Liu, Ning Ning
This paper extends endogenous economic growth models to incorporate knowledge externality. We explores whether spatial knowledge spillovers among regions exist, whether spatial kno…
Multivariate Bayesian Structural Time Series Model
S. Rao Jammalamadaka, Jinwen Qiu, Ning Ning
This paper deals with inference and prediction for multiple correlated time series, where one has also the choice of using a candidate pool of contemporaneous predictors for each t…