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JP Journal of Biostatistics最新文献

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GENTIAN VIOLET ADSORPTION ONTO BIOSORBENT CUPCAR: STATISTICAL PHYSICS MODELING AND CONSEQUENT INTERPRETATIONS 龙胆紫在生物吸附剂杯卡上的吸附：统计物理建模及相应的解释
IF 0.1
JP Journal of Biostatistics Pub Date : 2024-01-10 DOI: 10.17654/0973514324009
Salah Knani, R. Selmi, Abdellah Bouguettoucha, Nizar Lefi, Waad Albalwi
{"title":"GENTIAN VIOLET ADSORPTION ONTO BIOSORBENT CUPCAR: STATISTICAL PHYSICS MODELING AND CONSEQUENT INTERPRETATIONS","authors":"Salah Knani, R. Selmi, Abdellah Bouguettoucha, Nizar Lefi, Waad Albalwi","doi":"10.17654/0973514324009","DOIUrl":"https://doi.org/10.17654/0973514324009","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"5 8","pages":""},"PeriodicalIF":0.1,"publicationDate":"2024-01-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139440208","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
TRANSLATION AND VALIDATION OF THE ORGANIZATIONAL COMMITMENT SCALE: SAUDIAN CULTURAL CONTEXT 组织承诺量表的翻译和验证：沙特阿拉伯的文化背景
IF 0.1
JP Journal of Biostatistics Pub Date : 2023-12-22 DOI: 10.17654/0973514324008
A. Almarashi, Mohammad S. Alzahrani, Ibrahim M. Hawthari, Meshaal S. Alanazi, Ibrahim Y. Alasiri, Meshal M. Alqurayshah, Ali A. Almalki, Mohanad F. Allehyani, Raghid A. Mahrous, Yahia S. Alamri, Khushnoor Khan
{"title":"TRANSLATION AND VALIDATION OF THE ORGANIZATIONAL COMMITMENT SCALE: SAUDIAN CULTURAL CONTEXT","authors":"A. Almarashi, Mohammad S. Alzahrani, Ibrahim M. Hawthari, Meshaal S. Alanazi, Ibrahim Y. Alasiri, Meshal M. Alqurayshah, Ali A. Almalki, Mohanad F. Allehyani, Raghid A. Mahrous, Yahia S. Alamri, Khushnoor Khan","doi":"10.17654/0973514324008","DOIUrl":"https://doi.org/10.17654/0973514324008","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"41 8","pages":""},"PeriodicalIF":0.1,"publicationDate":"2023-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138945642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
TUMOR CELL CLASSIFICATION: AN APPLICATION OF MULTIVARIATE DATA PROCESSING METHOD 肿瘤细胞分类：多变量数据处理方法的应用
IF 0.1
JP Journal of Biostatistics Pub Date : 2023-12-22 DOI: 10.17654/0973514324007
Calwin S. Parthibaraj, Freeda M. Selvaraj, Anna P Joseph
{"title":"TUMOR CELL CLASSIFICATION: AN APPLICATION OF MULTIVARIATE DATA PROCESSING METHOD","authors":"Calwin S. Parthibaraj, Freeda M. Selvaraj, Anna P Joseph","doi":"10.17654/0973514324007","DOIUrl":"https://doi.org/10.17654/0973514324007","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"17 8","pages":""},"PeriodicalIF":0.1,"publicationDate":"2023-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138945904","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DESIGN OF AND CONTROL CHARTS FOR IMPRECISE DATA WITH MEDICAL APPLICATION 应用于医疗的不精确数据的设计和控制图
IF 0.1
JP Journal of Biostatistics Pub Date : 2023-11-29 DOI: 10.17654/0973514324006
N. Khan, Azhar Ali Janjua, Muhammad Aslam, P. Jeyadurga, S. Balamurali, M. Albassam
{"title":"DESIGN OF AND CONTROL CHARTS FOR IMPRECISE DATA WITH MEDICAL APPLICATION","authors":"N. Khan, Azhar Ali Janjua, Muhammad Aslam, P. Jeyadurga, S. Balamurali, M. Albassam","doi":"10.17654/0973514324006","DOIUrl":"https://doi.org/10.17654/0973514324006","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"1 1","pages":""},"PeriodicalIF":0.1,"publicationDate":"2023-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139209571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
CHARACTERISTICS OF SRIMIN-H DISTRIBUTION AND ITS BIOMEDICAL APPLICATION Srimin-H 分布特征及其生物医学应用
IF 0.1
JP Journal of Biostatistics Pub Date : 2023-11-27 DOI: 10.17654/0973514324005
C. B. Praseeja, C. B. Prasanth, C. Subramanian, T. Unnikrishnan
{"title":"CHARACTERISTICS OF SRIMIN-H DISTRIBUTION AND ITS BIOMEDICAL APPLICATION","authors":"C. B. Praseeja, C. B. Prasanth, C. Subramanian, T. Unnikrishnan","doi":"10.17654/0973514324005","DOIUrl":"https://doi.org/10.17654/0973514324005","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"12 1","pages":""},"PeriodicalIF":0.1,"publicationDate":"2023-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139230838","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ESTABLISHING CUT-OFF POINTS FOR CONSISTENCY IN REPORTING HYPOGLYCEMIA SYMPTOMS AMONG DIABETES PATIENTS 确定糖尿病患者低血糖症状报告一致性的临界点
IF 0.1
JP Journal of Biostatistics Pub Date : 2023-11-21 DOI: 10.17654/0973514324004
Afsana Al Sharmin, H. S. Zulkafli, Nazihah Mohamed Ali
{"title":"ESTABLISHING CUT-OFF POINTS FOR CONSISTENCY IN REPORTING HYPOGLYCEMIA SYMPTOMS AMONG DIABETES PATIENTS","authors":"Afsana Al Sharmin, H. S. Zulkafli, Nazihah Mohamed Ali","doi":"10.17654/0973514324004","DOIUrl":"https://doi.org/10.17654/0973514324004","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"32 1","pages":""},"PeriodicalIF":0.1,"publicationDate":"2023-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139252157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
STATISTICAL ANALYSIS STUDYING THE FACTORS AFFECTING HEMOGLOBIN 研究影响血红蛋白因素的统计分析
JP Journal of Biostatistics Pub Date : 2023-11-08 DOI: 10.17654/0973514324003
Maysoon A. Sultan
{"title":"STATISTICAL ANALYSIS STUDYING THE FACTORS AFFECTING HEMOGLOBIN","authors":"Maysoon A. Sultan","doi":"10.17654/0973514324003","DOIUrl":"https://doi.org/10.17654/0973514324003","url":null,"abstract":"This is a descriptive, cross-sectional study to analyze the effect of alcohol and smoking in the hemoglobin present in blood and determining the other factors that affect it. The data was obtained from the national health insurance service in Korea. The multiple linear regression model was performed on the sample size of 65535 individuals, which contain adults aged between 20 to 85 years of both males and females in Korea. This sample covers people who smoke and drink during their lifetime. There is a statistically significant effect of the explanatory variables (Sex, Age, Height, Weight, Smoking state, Drinking state) on the dependent variable (Hemoglobin), with F-stat (10325.983) and P-value (0.000) at 5% level of significant. The variance inflation factor (VIF) ranged between (1.280 to 3.327); is less than 5; which means that there is no collinearity. Also, the R squared (0.486) is less than Durbin Watson statistic (2.006) which means this model is not spurious suggesting that there is no autocorrelation, or partial correlation in the data. The explanatory variables explain 48.6% of the total variation in hemoglobin levels in the blood. Received: September 7, 2023 Accepted: November 2, 2023","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135342677","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MATRIX VISUALIZATION OF THE DEGREES OF HISTOCHEMICAL ACTIVITY OF ENZYMES IN THE SKIN GLANDS OF NORWAY RATS 挪威大鼠皮肤腺体酶组织化学活性程度的基质可视化
JP Journal of Biostatistics Pub Date : 2023-11-02 DOI: 10.17654/0973514324002
A. B. Kiladze, N. K. Dzhemukhadze
{"title":"MATRIX VISUALIZATION OF THE DEGREES OF HISTOCHEMICAL ACTIVITY OF ENZYMES IN THE SKIN GLANDS OF NORWAY RATS","authors":"A. B. Kiladze, N. K. Dzhemukhadze","doi":"10.17654/0973514324002","DOIUrl":"https://doi.org/10.17654/0973514324002","url":null,"abstract":"Using the example of the skin glands of adult female Norway rats, a matrix of gray shades has been developed using the Python programming language, each element of which corresponds to a certain level of histoenzymatic activity. The matrix is based on the transformation of the sign form of enzyme activity into RGB coordinates, which formed the basis of an array comprising four enzymes (acid phosphatase, alkaline phosphatase, adenosine triphosphatase and peroxidase) for five topographic areas (nape, mouth corners, upper eyelids, anal area and soles of paws). The resulting matrix can give additional visualization to the results, and can also be used in comparative data analysis to solve various biological problems. Received: August 27, 2023Accepted: October 14, 2023","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"16 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135935133","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
COMPARING ACCURACY OF LOGISTIC REGRESSION, K-NEAREST NEIGHBOR, SUPPORT VECTOR MACHINE, AND NAÏVE BAYES MODELS USING TRACKING ENSEMBLE MACHINE LEARNING 比较使用跟踪集成机器学习的逻辑回归、k近邻、支持向量机和naÏve贝叶斯模型的准确性
JP Journal of Biostatistics Pub Date : 2023-10-26 DOI: 10.17654/0973514324001
Kuntoro Kuntoro
{"title":"COMPARING ACCURACY OF LOGISTIC REGRESSION, K-NEAREST NEIGHBOR, SUPPORT VECTOR MACHINE, AND NAÏVE BAYES MODELS USING TRACKING ENSEMBLE MACHINE LEARNING","authors":"Kuntoro Kuntoro","doi":"10.17654/0973514324001","DOIUrl":"https://doi.org/10.17654/0973514324001","url":null,"abstract":"Selecting model for classifying target correctly is important. Logistic regression (LR), K-nearest neighbor (KNN), Support vector machine (SVM), and Naïve Bayes (NB) are base models in classifying target. Tracking ensemble is the method for comparing accuracy in machine learning. Datasets are generated by a code of Python as recommended by Brownlee [1]. Five sample sizes of 1,000, 3,000, 5,000, 7,000, and 10,000 are selected. The number of features is 20 having informative and redundant features, respectively, as 15 and 5. The result shows that support vector machine (SVM) has the highest mean of accuracy and the lowest coefficient of variation of accuracy in all sample sizes. Naïve Bayes (NB) has the lowest mean of accuracy and the highest coefficient of variation of accuracy in all sample  sizes. It is recommended to select support vector machine (SVM) for classifying target. Received: August 13, 2023Accepted: October 9, 2023","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136382199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ANALYSIS OF CORONA PATIENTS USING UNCERTAINTY-BASED NON-PARAMETRIC MEDIAN TEST 基于不确定性的非参数中位数检验对冠状病毒患者的分析
JP Journal of Biostatistics Pub Date : 2023-10-21 DOI: 10.17654/0973514323018
Muhammad Aslam, Muhammad Saleem
{"title":"ANALYSIS OF CORONA PATIENTS USING UNCERTAINTY-BASED NON-PARAMETRIC MEDIAN TEST","authors":"Muhammad Aslam, Muhammad Saleem","doi":"10.17654/0973514323018","DOIUrl":"https://doi.org/10.17654/0973514323018","url":null,"abstract":"Duckworth’s test is a well-known non-parametric statistical test  used for comparing the medians of two populations. However, the conventional Duckworth’s test, based on classical statistics, is inadequate when dealing with data originating from neutrosophic populations. This paper presents a modified version of Duckworth’s test, specifically designed for neutrosophic statistics. This novel approach enables the application of Duckworth’s test to imprecise, uncertain, or data recorded in indeterminate intervals. The proposed test statistic under neutrosophic statistics is introduced and applied to real-world Covid-19 data. Through comprehensive analysis and simulation studies, the efficacy of the proposed Duckworth’s test under neutrosophic statistics is demonstrated to surpass that of the existing Duckworth’s test under classical statistics. Received: August 7, 2023Accepted: September 25, 2023","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"56 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135513055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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