On Lagrange Multiplier Tests in Multidimensional Item Response Theory: Information Matrices and Model Misspecification. [PDF]
Falk CF, Monroe S.
europepmc +1 more source
ABSTRACT The European Union has adopted a broad climate policy framework under the European Green Deal to support progress towards Sustainable Development Goal (SDG 13). However, empirical evidence remains limited regarding how institutional quality, green technological innovation, renewable energy, and trade openness jointly influence CO2 emissions ...
Mu Qiao +4 more
wiley +1 more source
Comparing performance between log-binomial and robust Poisson regression models for estimating risk ratios under model misspecification. [PDF]
Chen W, Qian L, Shi J, Franklin M.
europepmc +1 more source
Abstract Research Summary Using 14,108 Kickstarter crowdfunding campaigns, we examine three strategies to gather support from first‐time versus repeat backers: narrative distinctiveness aligning with backers' expectations of novelty, endorsement from Kickstarter staff, and campaign leadership's reciprocity of funding other campaigns.
Stephanie Hepp +2 more
wiley +1 more source
Ubiquitous bias and false discovery due to model misspecification in analysis of statistical interactions: The role of the outcome's distribution and metric properties. [PDF]
Domingue BW +4 more
europepmc +1 more source
Why theory matters for causal inference? Rethinking endogeneity in entrepreneurship research
Abstract Endogeneity in entrepreneurship research is often treated as a statistical complication addressable through advanced econometric tools. This commentary argues that such an approach overlooks a deeper issue: endogeneity is conceptual before it is statistical.
Daniel Tzabbar
wiley +1 more source
Evaluating Model Misspecification in Independent Component Analysis. [PDF]
Lee S, Caffo BS, Lakshmanan B, Pham DL.
europepmc +1 more source
Denoise Stepwise Signals by Diffusion Model‐Based Approach
This work presents SSDM, a diffusion‐model‐based framework for denoising stepwise signals in single‐molecule measurements. By learning the statistical structure of state transitions and noise, SSDM reconstructs signal levels and identifies transition time points more accurately than conventional approaches, enabling robust analysis of signals across ...
Xingdi Tong, Chenyu Wen
wiley +1 more source
Wolf in sheep's clothing: Model misspecification undermines tests of the neutral theory for life histories. [PDF]
Authier M, Aubry LM, Cam E.
europepmc +1 more source
Do Financialization and Innovation Enhance Environmental Sustainability in Sub‐Saharan Africa?
ABSTRACT This study addresses the perception of Sub‐Saharan Africa (SSA) as a region with limited financial capabilities and technological advancement to enhance environmental sustainability. Conducted across 24 SSA countries from 2000 to 2021, the research employs instrumental IV and panel quantile regressions.
Emmanuel Kwaku Manu +2 more
wiley +1 more source

