Table 1 Some elements of existing and suggested estimators.

From: Construction of improved comprehensive classes of estimators for population distribution function

\(\alpha\)

\(\beta\)

\({\widehat{\mathcal{F}}}_{GK}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{1}}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{2}}(\mathcal{Y})\)

1

\({C}_{{F}_{x}}\)

\({\widehat{\mathcal{F}}}_{GK}^{(1)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{1}}^{(1)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{2}}^{(1)}(\mathcal{Y})\)

1

\({\beta }_{2}\)

\({\widehat{\mathcal{F}}}_{GK}^{(2)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{1}}^{(2)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{2}}^{(2)}(\mathcal{Y})\)

\({\beta }_{2}\)

\({C}_{{F}_{x}}\)

\({\widehat{\mathcal{F}}}_{GK}^{(3)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{1}}^{(3)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{2}}^{(3)}(\mathcal{Y})\)

\({C}_{{F}_{x}}\)

\({\beta }_{2}\)

\({\widehat{\mathcal{F}}}_{GK}^{(4)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{1}}^{(4)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{2}}^{(4)}(\mathcal{Y})\)

1

\({\rho }_{12}\)

\({\widehat{\mathcal{F}}}_{GK}^{(5)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{1}}^{(5)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{2}}^{(5)}(\mathcal{Y})\)

\({C}_{{F}_{x}}\)

\({\rho }_{12}\)

\({\widehat{\mathcal{F}}}_{GK}^{(6)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{1}}^{(6)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{2}}^{(6)}(\mathcal{Y})\)

\({\rho }_{12}\)

\({C}_{{F}_{x}}\)

\({\widehat{\mathcal{F}}}_{GK}^{(7)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{1}}^{(7)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{2}}^{(7)}(\mathcal{Y})\)

\({\beta }_{2}\)

\({\rho }_{12}\)

\({\widehat{\mathcal{F}}}_{GK}^{(8)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{1}}^{(8)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{2}}^{(8)}(\mathcal{Y})\)

\({\rho }_{12}\)

\({\beta }_{2}\)

\({\widehat{\mathcal{F}}}_{GK}^{(9)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{1}}^{(9)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{2}}^{(9)}(\mathcal{Y})\)

1

\(N\mathcal{F}(x)\)

\({\widehat{\mathcal{F}}}_{GK}^{(10)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{1}}^{(10)}(\mathcal{Y})\)

\({\widehat{\mathcal{F}}}_{P{r}_{2}}^{(10)}(\mathcal{Y})\)