Research Interests:
Research Interests: Statistics and Sankhya
Research Interests: Statistics and Sankhya
Research Interests:
Research Interests:
Research Interests:
Research Interests:
Research Interests:
Machine generated data as recorded by the machine sensors is studied to detect possible outliers. Mahalanobis Distance as it follows F Distribution under normality assumptions, is used to detect the outliers. A near-real-time dashboard... more
Machine generated data as recorded by the machine sensors is studied to detect possible outliers. Mahalanobis Distance as it follows F Distribution under normality assumptions, is used to detect the outliers. A near-real-time dashboard plotting the outlier percentages over a moving window in time is proposed to monitor the health of the machine. Optimal stop for maintenance is suggested based on 'Secretary Problem'.
Research Interests:
The revenue of a business was to be predicted ahead of time, say by months. Keeping the revenue records as the target variable, several related explanatory variables were selected, data of which were collected from internet public domain.... more
The revenue of a business was to be predicted ahead of time, say by months. Keeping the revenue records as the target variable, several related explanatory variables were selected, data of which were collected from internet public domain. Best lag time ranges were calculated and multiple linear regression were performed for t. Minimum of the best lags was achieved as the lead time for the revenue prediction.
Research Interests:
Considered is a finite regular grid of squares. The main question addressed is on the minimum number of edges needed to be removed to make the grid square-free.