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UNDERSTANDING THE IMPACT OF VACCINATION ON COVID-19 IN INDIA USING TIME INTERRUPTED SPATIAL PANEL DATA MODELS 利用时间中断空间面板数据模型了解疫苗接种对印度COVID-19的影响
IF 0.1
JP Journal of Biostatistics Pub Date : 2022-12-09 DOI: 10.17654/0973514322026
J. P. Antony, T. Prabakaran
{"title":"UNDERSTANDING THE IMPACT OF VACCINATION ON COVID-19 IN INDIA USING TIME INTERRUPTED SPATIAL PANEL DATA MODELS","authors":"J. P. Antony, T. Prabakaran","doi":"10.17654/0973514322026","DOIUrl":"https://doi.org/10.17654/0973514322026","url":null,"abstract":"COVID-19 is the biggest threat to the life of humankind around the globe. Vaccination became an important protective system against COVID-19 infection. The geographical aspect is an important factor in infection spreading. This study explores the effect of the vaccination on COVID-19 in India using the estimate of the spatial effects. Since the distribution of vaccination started in the middle of study period, time-interrupted spatial panel models were used. SDM model was selected as the best one. The spatial effect coefficients are statistically significant in SDM models (rho = 0.4057;p < 0.01 , rho = 0.3132;p < 0.01) and the spillover effect of second dose vaccination rate is statistically significant on both confirmed rate and deceased rate. The vaccination has a significant negative impact on deceased rate. There is a clear evidence for the requirement of second dose vaccination","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":" ","pages":""},"PeriodicalIF":0.1,"publicationDate":"2022-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41981668","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
MODELING AGE SPECIFIC FERTILITY RATES OF PAKISTAN WITH HADWIGER FUNCTION MODEL 用hawiger函数模型对巴基斯坦的年龄生育率进行建模
IF 0.1
JP Journal of Biostatistics Pub Date : 2022-12-06 DOI: 10.17654/0973514322025
H. Waseem, Farah Yasmeen
{"title":"MODELING AGE SPECIFIC FERTILITY RATES OF PAKISTAN WITH HADWIGER FUNCTION MODEL","authors":"H. Waseem, Farah Yasmeen","doi":"10.17654/0973514322025","DOIUrl":"https://doi.org/10.17654/0973514322025","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":" ","pages":""},"PeriodicalIF":0.1,"publicationDate":"2022-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42452087","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
APPLICATION OF MODEL-BASED CLUSTERING ALGORITHM TO COVID-19 VACCINE DATA 基于模型的聚类算法在COVID-19疫苗数据中的应用
IF 0.1
JP Journal of Biostatistics Pub Date : 2022-09-14 DOI: 10.17654/0973514322024
Seda Bağdatlı Kalkan, Ö. Başar
{"title":"APPLICATION OF MODEL-BASED CLUSTERING ALGORITHM TO COVID-19 VACCINE DATA","authors":"Seda Bağdatlı Kalkan, Ö. Başar","doi":"10.17654/0973514322024","DOIUrl":"https://doi.org/10.17654/0973514322024","url":null,"abstract":"In Covid-19 pandemic, countries have developed various policies to get over this period with minimum damage. These policies have been updated and are still being updated at each stage of the pandemic to maximize benefit to the society. Vaccination policies of countries have become crucial after vaccine was developed. Some inequalities such as opportunity of developed countries and inability of other countries to access vaccine and anti-vaccination are considerable hinders to prevent spread of the pandemic. We used Covid-19 data to cluster European Union Countries, Candidate Countries and Potential Candidate Countries. At the first stage of the study, optimum algorithm was determined with use of internal and stability validation indexes for clustering of countries. At the second stage of the study, model algorithm was applied and it was determined that there are 20 countries in the first cluster and 14 countries in the second cluster. In conclusion of the study, cluster-based variables analysis shows that deaths and positive rate are lower since vaccination rate is high no matter how high is the number of new cases and the reproduction rate.","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":" ","pages":""},"PeriodicalIF":0.1,"publicationDate":"2022-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45207411","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
IMPACT OF GEOLOGICAL FACTOR ON CATARACT EYE DISEASE USING COM-POISSON REGRESSION MODEL 应用COM-POISSON回归模型探讨地质因素对白内障眼病的影响
IF 0.1
JP Journal of Biostatistics Pub Date : 2022-09-13 DOI: 10.17654/0973514322023
Vyasa Rao Prasanna, S. A. Ahmed
{"title":"IMPACT OF GEOLOGICAL FACTOR ON CATARACT EYE DISEASE USING COM-POISSON REGRESSION MODEL","authors":"Vyasa Rao Prasanna, S. A. Ahmed","doi":"10.17654/0973514322023","DOIUrl":"https://doi.org/10.17654/0973514322023","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":" ","pages":""},"PeriodicalIF":0.1,"publicationDate":"2022-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49212243","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
MEAN AGE OF MENARCHE AND THE PROBABILITY OF ATTAINING MENARCHE FOR NIGERIAN GIRLS 尼日利亚女孩月经初潮的平均年龄和月经初潮概率
IF 0.1
JP Journal of Biostatistics Pub Date : 2022-08-27 DOI: 10.17654/0973514322022
H. Okagbue, T. Olawande, O. A. Odetunmibi, A. Opanuga
{"title":"MEAN AGE OF MENARCHE AND THE PROBABILITY OF ATTAINING MENARCHE FOR NIGERIAN GIRLS","authors":"H. Okagbue, T. Olawande, O. A. Odetunmibi, A. Opanuga","doi":"10.17654/0973514322022","DOIUrl":"https://doi.org/10.17654/0973514322022","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":" ","pages":""},"PeriodicalIF":0.1,"publicationDate":"2022-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43851396","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
SPATIAL BAYESIAN ESTIMATION OF HIV INFECTION AMONG FEMALE SEX WORKERS (FSW) IN INDIA 印度女性性工作者(fsw) HIV感染的空间贝叶斯估计
IF 0.1
JP Journal of Biostatistics Pub Date : 2022-08-08 DOI: 10.17654/0973514322020
A. Elangovan
{"title":"SPATIAL BAYESIAN ESTIMATION OF HIV INFECTION AMONG FEMALE SEX WORKERS (FSW) IN INDIA","authors":"A. Elangovan","doi":"10.17654/0973514322020","DOIUrl":"https://doi.org/10.17654/0973514322020","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":" ","pages":""},"PeriodicalIF":0.1,"publicationDate":"2022-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46829930","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
COM-POISSON CURE RATE MODEL WITH GENERALIZED EXPONENTIAL LIFETIMES UNDER INTERVAL-CENSORING: AN EM-BASED APPROACH 区间截断下具有广义指数寿命的康泊松治愈率模型:一种基于em的方法
IF 0.1
JP Journal of Biostatistics Pub Date : 2022-08-06 DOI: 10.17654/0973514322019
Janani Amirtharaj, G. Vijayasree
{"title":"COM-POISSON CURE RATE MODEL WITH GENERALIZED EXPONENTIAL LIFETIMES UNDER INTERVAL-CENSORING: AN EM-BASED APPROACH","authors":"Janani Amirtharaj, G. Vijayasree","doi":"10.17654/0973514322019","DOIUrl":"https://doi.org/10.17654/0973514322019","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"31 1","pages":""},"PeriodicalIF":0.1,"publicationDate":"2022-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41261878","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
A MULTISTATE MARKOV MODEL DESCRIBING THE PROGRESSION OF VARIOUS DETERIORATING STAGES OF CHRONIC KIDNEY DISEASE 描述慢性肾脏疾病不同恶化阶段进展的多状态马尔可夫模型
IF 0.1
JP Journal of Biostatistics Pub Date : 2022-08-03 DOI: 10.17654/0973514322018
Meenaxi, Dalip Singh
{"title":"A MULTISTATE MARKOV MODEL DESCRIBING THE PROGRESSION OF VARIOUS DETERIORATING STAGES OF CHRONIC KIDNEY DISEASE","authors":"Meenaxi, Dalip Singh","doi":"10.17654/0973514322018","DOIUrl":"https://doi.org/10.17654/0973514322018","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":"133 1","pages":""},"PeriodicalIF":0.1,"publicationDate":"2022-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"67808042","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
FEATURE SELECTION FOR THE ATTRIBUTES OF AUTISM SPECTRUM DISORDER AWARENESS IN KARACHI, PAKISTAN 巴基斯坦卡拉奇自闭症谱系障碍认知属性的特征选择
IF 0.1
JP Journal of Biostatistics Pub Date : 2022-08-03 DOI: 10.17654/0973514322017
Sidra Ghayas, Sobia Iftikhar, Sumaira Ahmed, Najaf Usman, Haleema Moin
{"title":"FEATURE SELECTION FOR THE ATTRIBUTES OF AUTISM SPECTRUM DISORDER AWARENESS IN KARACHI, PAKISTAN","authors":"Sidra Ghayas, Sobia Iftikhar, Sumaira Ahmed, Najaf Usman, Haleema Moin","doi":"10.17654/0973514322017","DOIUrl":"https://doi.org/10.17654/0973514322017","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":" ","pages":""},"PeriodicalIF":0.1,"publicationDate":"2022-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49489847","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
ASSESSMENT AND DETERMINANT OF THE FACTORS RELATED TO PSYCHOLOGICAL DISTRESS, FEAR, AND COPING STRATEGIES DURING COVID-19 PANDEMIC AMONG STUDENTS IN HOTAT BANI TAMIM hotat bani tamim学生在COVID-19大流行期间的心理困扰、恐惧和应对策略相关因素的评估和确定
IF 0.1
JP Journal of Biostatistics Pub Date : 2022-06-06 DOI: 10.17654/0973514322016
A. Abdallah, Mohammed Omar Musa Mohammed
{"title":"ASSESSMENT AND DETERMINANT OF THE FACTORS RELATED TO PSYCHOLOGICAL DISTRESS, FEAR, AND COPING STRATEGIES DURING COVID-19 PANDEMIC AMONG STUDENTS IN HOTAT BANI TAMIM","authors":"A. Abdallah, Mohammed Omar Musa Mohammed","doi":"10.17654/0973514322016","DOIUrl":"https://doi.org/10.17654/0973514322016","url":null,"abstract":"","PeriodicalId":40703,"journal":{"name":"JP Journal of Biostatistics","volume":" ","pages":""},"PeriodicalIF":0.1,"publicationDate":"2022-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41979781","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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