CDVI - Cuddy-Della Valle Index for Capturing the Instability in Time Series Data
Cuddy-Della valle index gives the degree of instability present in the data by accommodating the effect of a trend. The adjusted R squared value of the best fitted model is chosen. The index is obtained by multiplying the coefficient of variation with square root of one minus the adjusted R-squared value. This package has been developed using concept of Shankar et al. (2022)<doi:10.3389/fsufs.2023.1208898>.
Last updated 10 months ago
1.00 score 1 scripts 195 downloadsCGR - Compound Growth Rate for Capturing the Growth Rate Over the Period
The compound growth rate indicates the percentage change of a specific variable over a defined period. It is calculated using non-linear models, particularly the exponential model. To estimate the compound growth rates, the growth model is first converted to semilog form and then analyzed using Ordinary Least Squares (OLS) regression. This package has been developed using concept of Shankar et al. (2022)<doi:10.3389/fsufs.2023.1208898>.
Last updated 10 months ago
1.00 score 1 scripts 196 downloads