Autoregressive Integrated Moving Average (ARIMA) is popularly known as Box-Jenkins method. The emphasis of this method is on analyzing the probabilistic or stochastic properties of a single time series. Unlike regression models where Y is explained by X1 X2….XN regressor (like the introductory case where GDP is explained by GFC and PFC), ARIMA allows Y (GDP) to be explained by its own past or lagged values.
Challenges of bibliometrics arise at every step of the study, selection of the specific software and type of analyses done. Thus, this article presented both the challenges and the solutions occurring in data analysis of bibliometrics.
Neural network, popularly known as Artificial Neural Network (ANN) is an information processing system with a large number of nodes and connections as part of a structure which helps in processing complex information.
Until recently, Karl Pearson Correlation analysis was one of the most popular methods to measure linear association between two or more than two variables in a data set. For example, establishing the Karl Pearson Correlation between X variable and Y variable, where both variables belong to a single data set. Canonical Correlation Analysis (CCA), on the other hand, helps measure the correlation among variables which are in different datasets.
A decision tree is a graphical representation of possible solutions to a problem based on given conditions. It is called a tree because diagrammatically it starts with a single box (target variable) and ends up in numerous branches and roots (numerous solutions).
Traditionally, India has had a bank dominated financial sector. Even so, there have always been Non-Banking Financial Companies (NBFC) to provide finance to mainly unorganized markets. NBFC have continued to complement banks in providing infrastructure finance.
This article explains the data entry methodology, for performing meta-analysis on the outcomes of studies having a single group. For this purpose, the single group of patients who were administered drug treatment will be taken into consideration.
Microfinance institutions (MFI) are faced with many problems which restrict their potential. These issues, mainly associated with credit risk, are discussed here.