Log-ratio type estimation for the finite population mean under simple random sampling without replacement with theory, simulation and application.
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| Title: | Log-ratio type estimation for the finite population mean under simple random sampling without replacement with theory, simulation and application. |
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| Authors: | Shakoor, Fazal1 (AUTHOR), Atif, Muhammad1 (AUTHOR), Ali, Hameed2 (AUTHOR), Alshammari, Abdulrahman Obaid3 (AUTHOR), Himmat, Bilal4 (AUTHOR) bilalhimmat@sjau.edu.af, Kefi, Khaled5 (AUTHOR) Khaled_kefi@yahoo.fr |
| Source: | Scientific Reports. 1/1/2026, Vol. 16 Issue 1, p1-14. 14p. |
| Database: | Academic Search Ultimate |
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| ISSN: | 20452322 |
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| DOI: | 10.1038/s41598-025-29127-7 |
