Sparse Multiresponse Regression Estimation to Select the Variables Affecting Thyroid Disorders
| المصدر: | مجلة القادسية للعلوم الإدارية والاقتصادية |
|---|---|
| الناشر: | جامعة القادسية - كلية الادارة والاقتصاد |
| المؤلف الرئيسي: | Hussein, Saja Mohammad (Author) |
| مؤلفين آخرين: | Jasim, Abdulqader Ahmed (Co-Author) |
| المجلد/العدد: | مج24, ع1 |
| محكمة: | نعم |
| الدولة: |
العراق |
| التاريخ الميلادي: |
2022
|
| الصفحات: | 421 - 426 |
| ISSN: |
1816-9171 |
| رقم MD: | 1269712 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | EcoLink |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
High Dimension | Multiresponse | Sparse | Dimension Reduction | SiER | SRRR | SPLS | Remap
|
| رابط المحتوى: |
الناشر لهذه المادة لم يسمح بإتاحتها. |
| LEADER | 02240nam a22002297a 4500 | ||
|---|---|---|---|
| 001 | 2023362 | ||
| 041 | |a eng | ||
| 044 | |b العراق | ||
| 100 | |a Hussein, Saja Mohammad |e Author |9 676262 | ||
| 245 | |a Sparse Multiresponse Regression Estimation to Select the Variables Affecting Thyroid Disorders | ||
| 260 | |b جامعة القادسية - كلية الادارة والاقتصاد |c 2022 | ||
| 300 | |a 421 - 426 | ||
| 336 | |a بحوث ومقالات |b Article | ||
| 520 | |b With the advance of technology, the collection and storage of data have become routine. Huge amounts of data are increasingly produced from biology, meteorology, psychology, chemistry, and economics experiments. As technology progresses, these high-dimension problems are becoming more and more common. The "large p, small n" problem, in which there are more variables than samples, is currently a challenge that many statisticians face especially when it becomes multiresponse. Many researchers have resorted to using the sparse regression of the response variable in the multivariate case. A sparse matrix is defined as a matrix with the majority of its members equal to zero. A sparse matrix's zero entries reduced the number of parameters that may be interpreted. In this paper, we focus on the comparison between the four method: SiER, SRRR, remMap, SPLS in the selection of variables that affect the hormones that cause for the data of a group of patients with thyroid disorders. Software implementing the method is publicly available in the R package sparse-reg. | ||
| 653 | |a التحليل الإحصائي |a الإنحدار الخطي |a الغدة الدرقية |a الإدارة الصحية | ||
| 692 | |b High Dimension |b Multiresponse |b Sparse |b Dimension Reduction |b SiER |b SRRR |b SPLS |b Remap | ||
| 700 | |9 676265 |a Jasim, Abdulqader Ahmed |e Co-Author | ||
| 773 | |4 الاقتصاد |6 Economics |c 043 |e Al-Qadisiyah Journal for Administrative & Economic Sciences |f Maǧallaẗ al-qādisiyyaẗ li-l-ʻulūm al-idāriyyaẗ wa-al-iqtiṣādiyyaẗ |l 001 |m مج24, ع1 |o 0478 |s مجلة القادسية للعلوم الإدارية والاقتصادية |v 024 |x 1816-9171 | ||
| 856 | |u 0478-024-001-043.pdf | ||
| 930 | |d n |p y |q n | ||
| 995 | |a EcoLink | ||
| 999 | |c 1269712 |d 1269712 | ||
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