Published in Annual Review of Linguistics
Much has been written on the abuse and misuse of statistical methods, including p values, statistical significance, and so forth. I present some of the best practices in statistics using a running example data analysis. Focusing primarily on frequentist and Bayesian linear mixed models, I illustrate some defensible ways in which statistical inferen...
Published in Journal of Physics: Conference Series
The aim of this paper was to improve the automation of track inspection, data utilization rate, informationization of maintenance dispatch. We designed a track inspection vehicle based on multi-sensor information fusion, then gave the method of coordinate transformation and data fusion. And then researched the service of data displaying, data manag...
This paper was written with a research partner, Professional Assistance for Development Action (PRADAN). / In 2005, India passed the National Rural Employment Guarantee Act (NREGA, “the Act”), a law guaranteeing all rural households 100 days of work at a minimum wage through the building of durable assets, which created one of the largest anti-pove...
This paper was written with a research partner, Professional Assistance for Development Action (PRADAN). / In 2005, India passed the National Rural Employment Guarantee Act (NREGA, “the Act”), a law guaranteeing all rural households 100 days of work at a minimum wage through the building of durable assets, which created one of the largest anti-pove...
At the behest of CIMMYT's management committee a set of calculation procedures was developed to mix and match divergent data sets for research prioritization purposes. For transparency, reproducibility and re-useability of the procedures and other procedures like these ones, the agri-food data analysis modeling framework (ADAM) was conceived. ADAM ...
TCC (graduação) - Universidade Federal de Santa Catarina, Campus Joinville, Engenharia Mecatrônica. / Este trabalho visa apresentar técnicas de data science aplicadas à empresas juniores de modo a trazer para gestores maior previsibilidade de seus dados para uma melhor tomada de decisão. Com o auxílio da ferramenta Orange que disponibiliza algoritm...
Published in Frontiers in Astronomy and Space Sciences
Published in Nurse researcher
Questionnaires are perhaps the most widely used measuring tools in nursing research, as many studies conducted by nurses focus on understanding the underlying complex factors that are amenable to questionnaires. However, most questionnaires used in nursing research continue to display inadequate evidence of validity under the traditional methods wh...
Published in Frontiers in Physiology
Published in Frontiers in Astronomy and Space Sciences
All artificial intelligence models today require preprocessed and cleaned data to work properly. This crucial step depends on the quality of the data analysis being done. The Space Weather community increased its use of AI in the past few years, but a thorough data analysis addressing all the potential issues is not always performed beforehand. Her...
