Archive for August 2016

Time Series Analysis of Sensor Data

The IOT revolution brings along with it a glut of sensor data. The sensor data glut in turn brings with it a set of challenges in statistical modeling and scalable machine learning for sensor data analysis. This is an overview of sensor data analysis. We look at sensor characteristics such as bias, linearity, stability, precision and accuracy. We also understand gage analysis approaches, time series analysis in the univariate and multivariate forms, such as AR and VAR models. We look at caveats