Evaluating the Performance of Nonparametric Methods in Applied Statistics
| المصدر: | مجلة ميسان للدراسات الأكاديمية |
|---|---|
| الناشر: | جامعة ميسان - كلية التربية الأساسية |
| المؤلف الرئيسي: | Al-Farttoosi, Sami Atiyah Sayyid (Author) |
| المجلد/العدد: | مج22, ع47 |
| محكمة: | نعم |
| الدولة: |
العراق |
| التاريخ الميلادي: |
2023
|
| الشهر: | أيلول |
| الصفحات: | 478 - 491 |
| DOI: |
10.54633/2333-022-047-026 |
| ISSN: |
1994-697X |
| رقم MD: | 1414743 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | EduSearch, HumanIndex |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Performance Evaluation | Nonparametric Methods | Hypothesis Testing | Null hypothesis | Power Analysis | MannWhitney U Test
|
| رابط المحتوى: |
عدد مرات التحميل
4
| LEADER | 01995nam a22002417a 4500 | ||
|---|---|---|---|
| 001 | 2163377 | ||
| 024 | |3 10.54633/2333-022-047-026 | ||
| 041 | |a eng | ||
| 044 | |b العراق | ||
| 100 | |9 748438 |a Al-Farttoosi, Sami Atiyah Sayyid |e Author | ||
| 245 | |a Evaluating the Performance of Nonparametric Methods in Applied Statistics | ||
| 260 | |b جامعة ميسان - كلية التربية الأساسية |c 2023 |g أيلول | ||
| 300 | |a 478 - 491 | ||
| 336 | |a بحوث ومقالات |b Article | ||
| 520 | |b Nonparametric methods play a crucial role in applied statistics, particularly when dealing with data that does not conform to traditional parametric assumptions. This article aims to evaluate the performance of various nonparametric methods commonly used in applied statistics. The evaluation is conducted based on their ability to handle different types of data, their computational efficiency, and their robustness against outliers. The results of this evaluation provide researchers and practitioners with valuable insights into the strengths and limitations of nonparametric methods, enabling them to make informed decisions when choosing the appropriate method for their specific research questions. | ||
| 653 | |a الإحصاء التطبيقي |a الأساليب اللامعلمية |a الافتراضات البارامترية التقليدية | ||
| 692 | |b Performance Evaluation |b Nonparametric Methods |b Hypothesis Testing |b Null hypothesis |b Power Analysis |b MannWhitney U Test | ||
| 773 | |4 التربية والتعليم |4 العلوم الإنسانية ، متعددة التخصصات |6 Education & Educational Research |6 Humanities, Multidisciplinary |c 026 |e Maisan Journal of Academic Studies |f Maǧallaẗ Mīsān li-l-dirāsāt al-akādīmiyyaẗ |l 047 |m مج22, ع47 |o 2333 |s مجلة ميسان للدراسات الأكاديمية |v 022 |x 1994-697X | ||
| 856 | |u 2333-022-047-026.pdf | ||
| 930 | |d y |p y |q y | ||
| 995 | |a EduSearch | ||
| 995 | |a HumanIndex | ||
| 999 | |c 1414743 |d 1414743 | ||
عناصر مشابهة
-
A NONPARAMETRIC CONTROL CHART BASED ON ORDER STATISTICS
بواسطة: Al Tukife, Fahad S. منشور: (2001) -
Performance of Parametric Bayesian Methods for Estimating the Survivor Function in Uncensored Data Using Monte-Carlo Simulation
بواسطة: Hassan, Mohammed El-Amin منشور: (2021) -
Parametric Diagrams Method ( PDM )
بواسطة: Et Toam, Gamal Abdalla A. M. منشور: (2018) -
Survival Analysis of Time-to-Event Data on Marriage to the First Birth Interval
بواسطة: Al Shanfari, Noora Said Salim منشور: (2020) -
The Importance of Selecting Bayesian Nonparametric Survival Models: Application to the Estimation of Unemployment Durations
بواسطة: Hamimes, Ahmed منشور: (2022)
