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极小样本两独立定量资料假设检验方法比较
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作者 郭轶斌 李佳迅 +2 位作者 吴骋 郭威 何倩 《数理医药学杂志》 CAS 2023年第7期481-485,共5页
目的 探索极小样本两独立定量资料假设检验方法的表现性能。方法 使用蒙特卡洛方法产生不同均数差、分布和样本量的数据,分别使用t检验、Wilcoxon秩和检验和Bootstrap法进行假设检验,并估计每种情形下的统计效率。结果 当样本量极小时,W... 目的 探索极小样本两独立定量资料假设检验方法的表现性能。方法 使用蒙特卡洛方法产生不同均数差、分布和样本量的数据,分别使用t检验、Wilcoxon秩和检验和Bootstrap法进行假设检验,并估计每种情形下的统计效率。结果 当样本量极小时,Wilcoxon秩和检验的统计效率极低。当数据呈偏态分布时,Bootstrap置信区间法容易犯Ⅱ类错误。当均数差较大时,该法仍有较高的统计效率。不论数据是否服从正态分布,当样本量极小时,t检验的表现优于Wilcoxon秩和检验。结论 根据本模拟研究结果,当数据服从正态分布时,建议使用t检验对极小样本进行统计推断。当数据不服从正态分布时,建议使用Bootstrap置信区间法对极小样本进行统计推断。 展开更多
关键词 极小样本 定量资料 数据模拟 假设检验 非参数检验
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The presence of NAFLD in nonobese subjects increased the risk of metabolic abnormalities than obese subjects without NAFLD:a population-based cross-sectional study 被引量:4
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作者 Ping-Fang Hu Xin Zeng +8 位作者 Zi-Yuan Zou Wei Tang yi-bin guo Zong-Li Yuan Pei-Mei Shi Yu Tan Yan Song Yong-Quan Shi Wei-Fen Xie 《Hepatobiliary Surgery and Nutrition》 SCIE 2021年第6期811-824,I0008-I0010,共17页
Background:With lifestyle modification and over-nutrition,the prevalence of nonalcoholic fatty liver disease(NAFLD)has been increasing annually.Here we aimed to assess the updated prevalence of NAFLD,and to evaluate t... Background:With lifestyle modification and over-nutrition,the prevalence of nonalcoholic fatty liver disease(NAFLD)has been increasing annually.Here we aimed to assess the updated prevalence of NAFLD,and to evaluate the association of NAFLD with metabolic abnormalities according to gender,body mass index and age.Methods:A population-based cross-sectional study was conducted in Shanghai from December 2016 to July 2017.With a three-stage stratified sampling strategy,3,717 eligible participants were enrolled for the analysis.Results:In total,1,217 subjects(32.7%)had NAFLD.Among them,400(16.3%)of the nonobese and 817(65.0%)of the obese subjects had NAFLD.The prevalence of NAFLD was increased according to the quartiles of age and waist circumference(WC)in the nonobese subjects.Females with nonobese NAFLD had 1.6-,2.6-,2.0-,2.3-and 3.3-fold higher risks for metabolic syndrome,diabetes mellitus,hyperglycemia,hypertriglycerdemia(high TG)and low high-density lipoprotein cholesterol than obese subjects without NAFLD,respectively.Males had comparable metabolic profiles in both groups,except for a 2.0-fold higher risk of high TG in nonobese NAFLD subjects compared with obese subjects without NAFLD.More impressively,the homeostasis metabolic assessment insulin resistance index was comparable between the two groups.Conclusions:The increase of age and WC had significant impact on the risk of NAFLD in nonobese subjects.The presence of NAFLD in nonobese subjects increased the risk of metabolic diseases than obese subjects without NAFLD,especially in female. 展开更多
关键词 Non-alcoholic fatty liver disease(NAFLD) OBESITY metabolic syndrome(MetS) insulin resistance
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The prevalence and associated factors of simple hepatic cysts in Shanghai:a population-based cross-sectional study
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作者 Wen-Ping Xu Xiao-Hang Wang +5 位作者 Shao-Ping Wu Pei-Mei Shi Zong-Li Yuan yi-bin guo Xin Zeng Wei-Fen Xie 《Chinese Medical Journal》 SCIE CAS CSCD 2021年第10期1248-1250,共3页
To the Editor:Simple hepatic cyst is a common reason for consultation with gastroenterologists and hepatologists.Although most patients have a benign course,some suffer from serious complications,such as intracystic i... To the Editor:Simple hepatic cyst is a common reason for consultation with gastroenterologists and hepatologists.Although most patients have a benign course,some suffer from serious complications,such as intracystic infection,hemorrhage,and even rupture,or symptoms caused by severe oppression of the surrounding tissues and organs.Understanding the prevalence of,and characteristics of,and factors associated with simple hepatic cysts is helpful for better treatment of symptomatic patients.The reported prevalence of the disease varies widely,ranging from 2.5%to 18.0%,and most of them were based on hospital surveys.[1,2,3,4]As an asymptomatic disease in most cases,simple hepatic cysts are usually discovered incidentally on abdominal imaging.Therefore,surveys based on hospital populations cannot represent true prevalence.Furthermore,due to the absence of healthy controls,surveys with hospital populations have been unable to identify associated factors for simple hepatic cysts.[1,2,3,4]. 展开更多
关键词 PREVALENCE HEPATIC ORGANS
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