Zobrazeno 1 - 10
of 34 384
pro vyhledávání: '"Statistics - Applications"'
Wind and solar electricity generation account for 14% of total electricity generation in the United States and are expected to continue to grow in the next decades. In low carbon systems, generation from renewable energy sources displaces conventiona
Externí odkaz:
http://arxiv.org/abs/2408.05209
Autor:
Sarmah, Bhaskarjit, Hall, Benika, Rao, Rohan, Patel, Sunil, Pasquali, Stefano, Mehta, Dhagash
Extraction and interpretation of intricate information from unstructured text data arising in financial applications, such as earnings call transcripts, present substantial challenges to large language models (LLMs) even using the current best practi
Externí odkaz:
http://arxiv.org/abs/2408.04948
Difference-in-differences (DiD) is the most popular observational causal inference method in health policy, employed to evaluate the real-world impact of policies and programs. To estimate treatment effects, DiD relies on the "parallel trends assumpt
Externí odkaz:
http://arxiv.org/abs/2408.04617
Estimating the total treatment effect (TTE) of a new feature in social platforms is crucial for understanding its impact on user behavior. However, the presence of network interference, which arises from user interactions, often complicates this esti
Externí odkaz:
http://arxiv.org/abs/2408.04441
There is currently a focus on statistical methods which can use external trial information to help accelerate the discovery, development and delivery of medicine. Bayesian methods facilitate borrowing which is "dynamic" in the sense that the similari
Externí odkaz:
http://arxiv.org/abs/2408.04327
Autor:
Franck, Christopher T.
This chapter provides a tutorial that the reader can follow towards analyzing discounting data. Previous chapters have already described the breadth of outcomes associated with discounting (Odum et al. 2020) and other background information (Odum 201
Externí odkaz:
http://arxiv.org/abs/2408.03929
In this study, we explored whether and how area-wide air pollution affected individuals' activity participation and travel behaviors, and how these effects differed by neighborhood context. Using multi-day travel survey data provided by 403 adults fr
Externí odkaz:
http://arxiv.org/abs/2408.03839
There is interest in learning about the causal effect of family planning (FP) on empowerment related outcomes. Experimental data related to this question are available from trials in which FP programs increase access to FP. While program assignment i
Externí odkaz:
http://arxiv.org/abs/2408.03777
Narwhals in the Arctic are increasingly exposed to human activities that can temporarily or permanently threaten their survival by modifying their behavior. We examine GPS data from a population of narwhals exposed to ship and seismic airgun noise du
Externí odkaz:
http://arxiv.org/abs/2408.03741
Autor:
Soto, Juan L. P.
A critical problem in extreme value theory (EVT) is the estimation of parameters for the limit probability distributions. Block maxima (BM), an approach in EVT that seeks estimates of parameters of the generalized extreme value distribution (GEV), ca
Externí odkaz:
http://arxiv.org/abs/2408.03738