Comparison of Newton-Raphson Algorithm and Maxlik Function
Our main objective is in antagonizing the performance of two approaches: the Newton-Raphson (N-R) algorithm and maxLik function in the statistical software R to obtain optimization roots of estimating functions. We present the approach of algorithms, examples and discussing about two approaches in d...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Ton Duc Thang University
2018-12-01
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| Series: | Journal of Advanced Engineering and Computation |
| Online Access: | http://jaec.vn/index.php/JAEC/article/view/219 |
| _version_ | 1819265354473406464 |
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| author | Kim-Hung Pho Vu-Thanh Nguyen |
| author_facet | Kim-Hung Pho Vu-Thanh Nguyen |
| author_sort | Kim-Hung Pho |
| collection | DOAJ |
| description | Our main objective is in antagonizing the performance of two approaches: the Newton-Raphson (N-R) algorithm and maxLik function in the statistical software R to obtain optimization roots of estimating functions. We present the approach of algorithms, examples
and discussing about two approaches in detail. Besides, we prove that the N-R algorithm can
perform if our data set contain missing values, while maxLik function cannot execute in this situation. In addition, we also compare the results, as well as, the time to run code to output the result of two approaches through an example is introduced in [1].
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited. |
| first_indexed | 2024-12-23T20:44:03Z |
| format | Article |
| id | doaj.art-f3932b734cbc415d8bda8fb2869f8f66 |
| institution | Directory Open Access Journal |
| issn | 1859-2244 2588-123X |
| language | English |
| last_indexed | 2024-12-23T20:44:03Z |
| publishDate | 2018-12-01 |
| publisher | Ton Duc Thang University |
| record_format | Article |
| series | Journal of Advanced Engineering and Computation |
| spelling | doaj.art-f3932b734cbc415d8bda8fb2869f8f662022-12-21T17:31:51ZengTon Duc Thang UniversityJournal of Advanced Engineering and Computation1859-22442588-123X2018-12-012428129210.25073/jaec.201824.21980Comparison of Newton-Raphson Algorithm and Maxlik FunctionKim-Hung Pho0Vu-Thanh Nguyen1Ton Duc Thang University, Ho Chi Minh City, VietnamTon Duc Thang University, Ho Chi Minh City, VietnamOur main objective is in antagonizing the performance of two approaches: the Newton-Raphson (N-R) algorithm and maxLik function in the statistical software R to obtain optimization roots of estimating functions. We present the approach of algorithms, examples and discussing about two approaches in detail. Besides, we prove that the N-R algorithm can perform if our data set contain missing values, while maxLik function cannot execute in this situation. In addition, we also compare the results, as well as, the time to run code to output the result of two approaches through an example is introduced in [1]. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited.http://jaec.vn/index.php/JAEC/article/view/219 |
| spellingShingle | Kim-Hung Pho Vu-Thanh Nguyen Comparison of Newton-Raphson Algorithm and Maxlik Function Journal of Advanced Engineering and Computation |
| title | Comparison of Newton-Raphson Algorithm and Maxlik Function |
| title_full | Comparison of Newton-Raphson Algorithm and Maxlik Function |
| title_fullStr | Comparison of Newton-Raphson Algorithm and Maxlik Function |
| title_full_unstemmed | Comparison of Newton-Raphson Algorithm and Maxlik Function |
| title_short | Comparison of Newton-Raphson Algorithm and Maxlik Function |
| title_sort | comparison of newton raphson algorithm and maxlik function |
| url | http://jaec.vn/index.php/JAEC/article/view/219 |
| work_keys_str_mv | AT kimhungpho comparisonofnewtonraphsonalgorithmandmaxlikfunction AT vuthanhnguyen comparisonofnewtonraphsonalgorithmandmaxlikfunction |