Random Integrated Subdata Ensemble Method for Key Variable Selection in Rare Event Setting
ABSTRACT We propose a general variable selection procedure to identify key input variables by applying elastic net regression to representative subdata in place of the full sample to select variables. We combine the lists of selected variables from each subdata through ensemble techniques, using the frequency of selecting the variable across different ...
Ching‐Chi Yang +3 more
wiley +1 more source
The time-varying bidirectional causal relationship between household education expenditure and resident credit behavior: Dynamic quantile evidence and heterogeneous mechanisms. [PDF]
Jiang C, Wang Y, Li W, Ding R.
europepmc +1 more source
Forecasting House Prices: The Role of Market Interconnectedness
ABSTRACT While the existing research uncovers interconnections between various housing markets, it largely ignores the question of whether such linkages can improve house price predictions. To address this issue, we proceed in two steps. First, we forecast disaggregated house price growth rates from Australia and China to determine whether ...
Zac Chen +3 more
wiley +1 more source
The effect of leverage manipulation on real estate firms' financial risk: Based on the interest conflicts perspective. [PDF]
Huang L, Yu L, Huang W.
europepmc +1 more source
ABSTRACT Compensation plays a pivotal role in shaping employee behavior, motivation, and well‐being. Although extant research has explored various dimensions of compensation, questions about how important pay is to employees and concerns (on the part of employers and/or employees) about the unintended negative (in addition to intended positive ...
Barry Gerhart, Ji Hyun Kim, Shan He
wiley +1 more source
Measurement model of credit risk for unlisted agricultural enterprises. [PDF]
Liang K, Chen Y, Guo T, He T.
europepmc +1 more source
Eliminating Bad Debt Reimbursement to Hospitals Serving Traditional Medicare Beneficiaries.
Buxbaum JD, Ne'eman AD, Kosar CM.
europepmc +1 more source
Unpacking the role of financial literacy in the debt-mental health nexus: evidence from China. [PDF]
Cai Y.
europepmc +1 more source
Induced poverty, increased remittances: unveiling the lived realities of Nepali migrant workers. [PDF]
Ghimire A, Neupane MS.
europepmc +1 more source

