Path analysis is a graphical representation of multiple regression models. In this analysis, the graphs represent the relationship between dependent and independent variables with the help of square and arrows.
How to conduct a survival analysis?
Survival analysis is a method under predictive modeling where the dependent variable is time. Therefore, it involves time-to-event prediction modeling. The methodology is that our outcome variable is time until the occurrence of a certain event.
How to perform nonlinear regression?
Regression analysis is a statistical tool to study the relationship between variables. These variables are the outcome variable and one or more exposure variables. In other words, regression analysis is an equation which predicts a response from the value of a certain predictor.
How to perform and apply Monte Carlo simulation?
Monte Carlo simulation is an extension of statistical analysis where simulated data is produced. This method uses repeated sampling techniques to generate simulated data.
Preparing a model to showcase industry expertise using the data point system
To showcase industry expertise I was supposed to develop a model for any particular industry and based on the model the graph was to be prepared. The main motive of developing such model was to show our expertise in the industry and keep up to date with latest trends and changes.
Manufacturing industries as the major source of air pollution in India
Air contamination is defined as the presence of toxins that affect the environment (Vallero 2011). India, as a rapidly developing nation, needs to manage its ecological issues well to minimise contamination of air, water and soil.
Major initiatives by different stakeholders for affordable housing in India
Supply of formal affordable housing has continually lingered behind household projections. Furthermore, the Technical Group on Urban Housing Shortage (2012-17) has pegged the aggregate housing shortage at 18.78 million staying units.
Behavioral approach of measuring performance of employees
Behavioural approach is the most commonly adopted approach and comprises of vertical scales which are based on certain parameters.