Exploratory Data Analysis in Schools: A Logic Model to Guide Implementation

Developing a Fuzzy Logic Model to Predict Asphaltene Precipitation during Natural Depletion based on Experimental Data

Application of C-A fractal model and exploratory data analysis (EDA) to delineate geochemical anomalies in the: Takab 1:25,000 geochemical sheet, NW Iran

Abstract Most conventional statistical methods aiming at defining geochemical concentration thresholds for separating anomalies from background have limited effectiveness in areas with complex geological settings and variable lithology. In this paper, median+2MAD as a method of exploratory data analysis (EDA) and concentration-area (C-A) fractal model as two effective approaches in separation g...

Extension of Logic regression to Longitudinal data: Transition Logic Regression

Logic regression is a generalized regression and classification method that is able to make Boolean combinations as new predictive variables from the original binary variables. Logic regression was introduced for case control or cohort study with independent observations. Although in various studies, correlated observations occur due to different reasons, logic regression have not been studi...

A Model to Guide the Open Government Data Implementation in Public Agencies

This paper presents a model to diagnose maturity and capabilities of Public Agencies (PAs) in pursuing the open data principles and practices. The open data maturity model, called OD-MM, was piloted in ten PAs from three Latin American countries, validating in this way the web tool that operationalizes the model. This web tool is a valuable diagnostic tool for PA's, since it shows all weaknesse...

The Logic of Exploratory and Confirmatory Data Analysis

Exploratory Data Analysis (EDA) and Confirmatory Data Analysis (CDA) are two statistical methods widely used in scientific research. They are typically applied in sequence: first, EDA helps form a model or a hypothesis to be tested, and then CDA provides the tools to confirm if that model or hypothesis holds true. When both analyses are applied within a single experiment, two main types of erro...