This article compares the size of selected subsets using nonparametric subset selection rules with two different scoring rules for the observations. The scoring rules are based on the expected values of order statisti...This article compares the size of selected subsets using nonparametric subset selection rules with two different scoring rules for the observations. The scoring rules are based on the expected values of order statistics of the uniform distribution (yielding rank values) and of the normal distribution (yielding normal score values). The comparison is made using state motor vehicle traffic fatality rates, published in a 2016 article, with fifty-one states (including DC as a state) and over a nineteen-year period (1994 through 2012). The earlier study considered four block design selection rules—two for choosing a subset to contain the “best” population (i.e., state with lowest mean fatality rate) and two for the “worst” population (i.e., highest mean rate) with a probability of correct selection chosen to be 0.90. Two selection rules based on normal scores resulted in selected subset sizes substantially smaller than corresponding rules based on ranks (7 vs. 16 and 3 vs. 12). For two other selection rules, the subsets chosen were very close in size (within one). A comparison is also made using state homicide rates, published in a 2022 article, with fifty states and covering eight years. The results are qualitatively the same as those obtained with the motor vehicle traffic fatality rates.展开更多
AIM:To investigate the outcomes of pancreas-sparing duodenectomy(PSD)with regional lymph node dissection vs pancreaticoduodenectomy(PD).METHODS:Between August 2001 and June 2014,228 patients with early-stage ampullary...AIM:To investigate the outcomes of pancreas-sparing duodenectomy(PSD)with regional lymph node dissection vs pancreaticoduodenectomy(PD).METHODS:Between August 2001 and June 2014,228 patients with early-stage ampullary carcinoma(Amp Ca)underwent surgical treatment(PD,n=159;PSD with regional lymph node dissection,n=69).The patients were divided into two groups:the PD group and the PSD group.Propensity scoring methods were used to select patients with similar disease statuses.A total of 138 matched cases,with 69 patients in each group,were included in the final analysis.RESULTS:The median operative time was shorter among the patients in the PSD group(435 min)compared with those in the PD group(481 min,P=0.048).The median blood loss in the PSD group was significantly less than that in the PD group.The median length of hospital stay was shorter for patients in the PSD group vs the PD group.The incidence of pancreatic fistula was higher among patients in the PD group vs the PSD group.The 1-,3-,and 5-year overall survival and disease-free survival rates for patients in the PSD group were 83%,70%,44%and 73%,61%,39%,respectively,and these values were not different than compared with those in the PD group(P=0.625).CONCLUSION:PSD with regional lymph node dissection presents an acceptable morbidity in addition to its advantages over PD.PSD may be a safe and feasible alternative to PD in the treatment of earlystage Amp Ca.展开更多
Selecting which explanatory variables to include in a given score is a common difficulty, as a balance must be found between statistical fit and practical application. This article presents a methodology for construct...Selecting which explanatory variables to include in a given score is a common difficulty, as a balance must be found between statistical fit and practical application. This article presents a methodology for constructing parsimonious event risk scores combining a stepwise selection of variables with ensemble scores obtained by aggregation of several scores, using several classifiers, bootstrap samples and various modalities of random selection of variables. Selection methods based on a probabilistic model can be used to achieve a stepwise selection for a given classifier such as logistic regression, but not directly for an ensemble classifier constructed by aggregation of several classifiers. Three selection methods are proposed in this framework, two involving a backward selection of the variables based on their coefficients in an ensemble score and the third involving a forward selection of the variables maximizing the AUC. The stepwise selection allows constructing a succession of scores, with the practitioner able to choose which score best fits his needs. These three methods are compared in an application to construct parsimonious short-term event risk scores in chronic HF patients, using as event the composite endpoint of death or hospitalization for worsening HF within 180 days of a visit. Focusing on the fastest method, four scores are constructed, yielding out-of-bag AUCs ranging from 0.81 (26 variables) to 0.76 (2 variables).展开更多
An effective rapid assessment technique, called ＂P25 Scoring Method＂, has been developed and tested on 26 different case studies recently, in order to predict the collapse vulnerability of the R/C buildings. After a...An effective rapid assessment technique, called ＂P25 Scoring Method＂, has been developed and tested on 26 different case studies recently, in order to predict the collapse vulnerability of the R/C buildings. After a short description of the approach, the study presents the sensitivity study of the method to the selected structural parameters by considering incremental deviation of the final scores from the base model. Further, the methodology was applied to an additional 100 damaged buildings in order to check the reliability of the method and some necessary modifications have been applied to the algorithm after considering this larger database. The evaluation of the results has been interpreted as a beneficial guidance for local authorities. The risk bands are defined according to the final scores and the effect of changing the band-width has also been studied through a safe but an economical procedure. A satisfactory correlation of the method with real damage states is obtained and a ready-to-use methodology has been introduced for future studies.展开更多
Clubfoot malformation is the most common serious congenital anomaly affecting the foot in children. Its treatment by the Ponseti method is simple, profitable and widely used in the world. Objective: The objective of t...Clubfoot malformation is the most common serious congenital anomaly affecting the foot in children. Its treatment by the Ponseti method is simple, profitable and widely used in the world. Objective: The objective of this study was to identify the factors of the failure of its treatment by the Ponseti method. Material and Method: We carried out a retrospective and descriptive study of cases of congenital equinus clubfoot varus at the Reference Health Care Center of Commune III of Bamako over 26 months from September 2020 to November 2022. Data were treated with the utmost anonymity. Result: This study was performed on 44 children seen for clubfoot: male (68%) and female (32%), with a sex ratio of 2.1. We obtained 13 cases of recidivism including 7 boys and 6 girls. We found 21 cases of unilateral and 23 bilateral;among which 9 recurrences were found against 4 in the unilateral forms. 85% of recurrences did not have good adherence to the splint and 62% did not come regularly for follow-up consultation. We obtained 33 children with idiopathic clubfeet (75%) with a recurrence of 24%, and 7 children with secondary clubfeet with 71 % recurrence. There was no recurrence in the postural type. Among the recurrences, 38.5% started treatment between 1 and 6 months, 23.1% from 0 to 1 month and 15.4% at 2 years and more. 85% of recurrences had a Pirani score between 4.5 to 6 at the start of treatment and 15% at a score of 2.5 to 4. Conclusion: The factors of the failure of the Ponseti method are mainly non-compliance with treatment, secondary clubfeet, and a high Pirani score at the start of treatment.展开更多
提升降水量级预报精度,有助于优化灾害预警与决策支持。选取2018年1月1日至2021年1月山东省逐12 h降水观测数据和欧洲中期天气预报中心(the European Centre for Medium-Range Weather Forecasting,ECMWF)的集合预报集合平均(Ensemble P...提升降水量级预报精度,有助于优化灾害预警与决策支持。选取2018年1月1日至2021年1月山东省逐12 h降水观测数据和欧洲中期天气预报中心(the European Centre for Medium-Range Weather Forecasting,ECMWF)的集合预报集合平均(Ensemble Prediction Ensemble Mean,EPEM)结果进行72 h内逐12 h降水量级预报统计订正,然后对比ECMWF集合平均降水预报插值的原始预报(EC_EPEM)、基于EC_EPEM的输出统计(Model Output Statistics,MOS)预报(EC_EPEM_MOS)、利用最优TS(Threat Score)评分订正(Optimal Threat Score,OTS)预报(EC_EPEM_OTS)的效果。结果表明:EC_EPEM_MOS在较小量级上表现最优,但在大量级上订正效果稍差,甚至略低于EC_EPEM;EC_EPEM_OTS仅在0.1、10 mm量级上低于EC_EPEM_MOS,其他量级均为最优,尤其在较大量级上订正效果更明显。在50、100 mm大量级上,EC_EPEM_OTS在12~72 h时效订正效果均最优,这是由于EC_EPEM_OTS在稍大量级上提高订正系数使得大量级降水漏报率减小,同时对大量级降水使用较小订正系数也减小了空报率。在较小量级降水中短期预报时效除了山东中部山区外EC_EPEM_MOS表现最佳,山区EC_EPEM_OTS最佳;中等以上量级、尤其较大量级降水,山东大部分地区EC_EPEM_OTS表现最佳。EC_EPEM_MOS订正预报有效地减小了EC_EPEM的空报问题。EC_EPEM_OTS的订正效果最佳,在大范围强降雨过程中与实况降雨分布更为接近,降水总体分布把握较好。展开更多
文摘This article compares the size of selected subsets using nonparametric subset selection rules with two different scoring rules for the observations. The scoring rules are based on the expected values of order statistics of the uniform distribution (yielding rank values) and of the normal distribution (yielding normal score values). The comparison is made using state motor vehicle traffic fatality rates, published in a 2016 article, with fifty-one states (including DC as a state) and over a nineteen-year period (1994 through 2012). The earlier study considered four block design selection rules—two for choosing a subset to contain the “best” population (i.e., state with lowest mean fatality rate) and two for the “worst” population (i.e., highest mean rate) with a probability of correct selection chosen to be 0.90. Two selection rules based on normal scores resulted in selected subset sizes substantially smaller than corresponding rules based on ranks (7 vs. 16 and 3 vs. 12). For two other selection rules, the subsets chosen were very close in size (within one). A comparison is also made using state homicide rates, published in a 2022 article, with fifty states and covering eight years. The results are qualitatively the same as those obtained with the motor vehicle traffic fatality rates.
基金Supported by National Natural Science Foundation of China,No.81170453 and No.81301025Tianjin City High School Science and Technology Fund Planning Project,No.20120118
文摘AIM:To investigate the outcomes of pancreas-sparing duodenectomy(PSD)with regional lymph node dissection vs pancreaticoduodenectomy(PD).METHODS:Between August 2001 and June 2014,228 patients with early-stage ampullary carcinoma(Amp Ca)underwent surgical treatment(PD,n=159;PSD with regional lymph node dissection,n=69).The patients were divided into two groups:the PD group and the PSD group.Propensity scoring methods were used to select patients with similar disease statuses.A total of 138 matched cases,with 69 patients in each group,were included in the final analysis.RESULTS:The median operative time was shorter among the patients in the PSD group(435 min)compared with those in the PD group(481 min,P=0.048).The median blood loss in the PSD group was significantly less than that in the PD group.The median length of hospital stay was shorter for patients in the PSD group vs the PD group.The incidence of pancreatic fistula was higher among patients in the PD group vs the PSD group.The 1-,3-,and 5-year overall survival and disease-free survival rates for patients in the PSD group were 83%,70%,44%and 73%,61%,39%,respectively,and these values were not different than compared with those in the PD group(P=0.625).CONCLUSION:PSD with regional lymph node dissection presents an acceptable morbidity in addition to its advantages over PD.PSD may be a safe and feasible alternative to PD in the treatment of earlystage Amp Ca.
文摘Selecting which explanatory variables to include in a given score is a common difficulty, as a balance must be found between statistical fit and practical application. This article presents a methodology for constructing parsimonious event risk scores combining a stepwise selection of variables with ensemble scores obtained by aggregation of several scores, using several classifiers, bootstrap samples and various modalities of random selection of variables. Selection methods based on a probabilistic model can be used to achieve a stepwise selection for a given classifier such as logistic regression, but not directly for an ensemble classifier constructed by aggregation of several classifiers. Three selection methods are proposed in this framework, two involving a backward selection of the variables based on their coefficients in an ensemble score and the third involving a forward selection of the variables maximizing the AUC. The stepwise selection allows constructing a succession of scores, with the practitioner able to choose which score best fits his needs. These three methods are compared in an application to construct parsimonious short-term event risk scores in chronic HF patients, using as event the composite endpoint of death or hospitalization for worsening HF within 180 days of a visit. Focusing on the fastest method, four scores are constructed, yielding out-of-bag AUCs ranging from 0.81 (26 variables) to 0.76 (2 variables).
文摘An effective rapid assessment technique, called ＂P25 Scoring Method＂, has been developed and tested on 26 different case studies recently, in order to predict the collapse vulnerability of the R/C buildings. After a short description of the approach, the study presents the sensitivity study of the method to the selected structural parameters by considering incremental deviation of the final scores from the base model. Further, the methodology was applied to an additional 100 damaged buildings in order to check the reliability of the method and some necessary modifications have been applied to the algorithm after considering this larger database. The evaluation of the results has been interpreted as a beneficial guidance for local authorities. The risk bands are defined according to the final scores and the effect of changing the band-width has also been studied through a safe but an economical procedure. A satisfactory correlation of the method with real damage states is obtained and a ready-to-use methodology has been introduced for future studies.
文摘Clubfoot malformation is the most common serious congenital anomaly affecting the foot in children. Its treatment by the Ponseti method is simple, profitable and widely used in the world. Objective: The objective of this study was to identify the factors of the failure of its treatment by the Ponseti method. Material and Method: We carried out a retrospective and descriptive study of cases of congenital equinus clubfoot varus at the Reference Health Care Center of Commune III of Bamako over 26 months from September 2020 to November 2022. Data were treated with the utmost anonymity. Result: This study was performed on 44 children seen for clubfoot: male (68%) and female (32%), with a sex ratio of 2.1. We obtained 13 cases of recidivism including 7 boys and 6 girls. We found 21 cases of unilateral and 23 bilateral;among which 9 recurrences were found against 4 in the unilateral forms. 85% of recurrences did not have good adherence to the splint and 62% did not come regularly for follow-up consultation. We obtained 33 children with idiopathic clubfeet (75%) with a recurrence of 24%, and 7 children with secondary clubfeet with 71 % recurrence. There was no recurrence in the postural type. Among the recurrences, 38.5% started treatment between 1 and 6 months, 23.1% from 0 to 1 month and 15.4% at 2 years and more. 85% of recurrences had a Pirani score between 4.5 to 6 at the start of treatment and 15% at a score of 2.5 to 4. Conclusion: The factors of the failure of the Ponseti method are mainly non-compliance with treatment, secondary clubfeet, and a high Pirani score at the start of treatment.
