Comparative analysis of statistical methods in clinical trials

Bazarbayev , Muratali, Ermetov , Erkinbay, Maksudov , Valijon, Bozarov , Ulug‘bek

Innovations in Science and Technologies · 2026-yil

Annotatsiya

“Comparative Analysis of Statistical Methods in Clinical Trials” is a study of various statistical approaches applied to assess the efficacy and safety of new medical drugs and treatment methods. The paper examines the primary statistical methods, such as ANOVA and regression analysis, used for analyzing clinical trial data, and it also addresses the peculiarities of their application depending on data structure, study type, and stage of clinical testing. Special attention is given to comparing different methods in terms of accuracy, reliability, and their ability to minimize the risks of Type I and Type II errors. The analysis includes practical examples where the choice of a statistical method significantly influences the research outcomes and clinical decision-making. The work aims to enhance the quality of statistical analysis and promote more effective use of statistical tools in making evidence-based medical decisions.

Maqola ma’lumotlari
MualliflarBazarbayev , Muratali, Ermetov , Erkinbay, Maksudov , Valijon, Bozarov , Ulug‘bek
JurnalInnovations in Science and Technologies
NashriyotТошкент давлат иқтисодиёт университети
ISSN3030-3451
Nashr sanasi2026-02-18
Jild3
Son2
Betlar96-103
TilIngliz
Ilmiy sohaIqtisodiyot
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

statistics, statistical hypothesis, total and residual variance, clinical test, regression analysis, ANOVA (analysis of variance), dependent and independent samples.

Ilmiy soha

Iqtisodiyot

Iqtibos keltirish

APABazarbayev , Muratali, Ermetov , Erkinbay, Maksudov , Valijon, & Bozarov , Ulug‘bek (2026). COMPARATIVE ANALYSIS OF STATISTICAL METHODS IN CLINICAL TRIALS. Innovations in Science and Technologies, 3(2), 96-103. https://innoist.uz/index.php/ist/article/view/1463
GOST (OAK)Bazarbayev , Muratali va b. COMPARATIVE ANALYSIS OF STATISTICAL METHODS IN CLINICAL TRIALS // Innovations in Science and Technologies. – 2026. – T. 3, № 2. – P. 96-103.
MLABazarbayev , Muratali, Ermetov , Erkinbay, Maksudov , Valijon, and Bozarov , Ulug‘bek. “COMPARATIVE ANALYSIS OF STATISTICAL METHODS IN CLINICAL TRIALS.” Innovations in Science and Technologies, 3(2), 96-103, 2026. https://innoist.uz/index.php/ist/article/view/1463
ChicagoBazarbayev , Muratali, Ermetov , Erkinbay, Maksudov , Valijon, and Bozarov , Ulug‘bek. “COMPARATIVE ANALYSIS OF STATISTICAL METHODS IN CLINICAL TRIALS.” Innovations in Science and Technologies, 3(2), 96-103 (2026). https://innoist.uz/index.php/ist/article/view/1463
HarvardBazarbayev , Muratali, Ermetov , Erkinbay, Maksudov , Valijon, and Bozarov , Ulug‘bek (2026) ‘COMPARATIVE ANALYSIS OF STATISTICAL METHODS IN CLINICAL TRIALS’, Innovations in Science and Technologies, 3(2), 96-103. https://innoist.uz/index.php/ist/article/view/1463
BibTeX
@article{bazarbayevmuratali2026,
  title = {COMPARATIVE ANALYSIS OF STATISTICAL METHODS IN CLINICAL TRIALS},
  author = {Bazarbayev , Muratali and Ermetov , Erkinbay and Maksudov , Valijon and Bozarov , Ulug‘bek},
  journal = {Innovations in Science and Technologies},
  year = {2026},
  volume = {3},
  number = {2},
  pages = {96-103},
  url = {https://innoist.uz/index.php/ist/article/view/1463}
}

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