Pub Date : 2024-03-08DOI: 10.1080/07362994.2024.2321348
Stathis Chadjiconstantinidis
We derive new upper bounds for the total variation distance between compound Poisson distributions as well as between a random sum and a compound Poisson distribution, and as a result we also obtai...
我们为复合泊松分布之间以及随机和与复合泊松分布之间的总变异距离推导出了新的上限,并因此得出了...
{"title":"Total variation distance and compound poisson approximations for random sums","authors":"Stathis Chadjiconstantinidis","doi":"10.1080/07362994.2024.2321348","DOIUrl":"https://doi.org/10.1080/07362994.2024.2321348","url":null,"abstract":"We derive new upper bounds for the total variation distance between compound Poisson distributions as well as between a random sum and a compound Poisson distribution, and as a result we also obtai...","PeriodicalId":49474,"journal":{"name":"Stochastic Analysis and Applications","volume":"12 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140075965","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-26DOI: 10.1080/07362994.2024.2315149
Tongkeun Chang, Minsuk Yang
We study the initial-boundary value problem of the stochastic Navier–Stokes equations in half-space. We prove the existence of weak solutions in standard Besov space-valued random processes when th...
{"title":"On initial-boundary value problem of the stochastic Navier–Stokes equations in the half space","authors":"Tongkeun Chang, Minsuk Yang","doi":"10.1080/07362994.2024.2315149","DOIUrl":"https://doi.org/10.1080/07362994.2024.2315149","url":null,"abstract":"We study the initial-boundary value problem of the stochastic Navier–Stokes equations in half-space. We prove the existence of weak solutions in standard Besov space-valued random processes when th...","PeriodicalId":49474,"journal":{"name":"Stochastic Analysis and Applications","volume":"90 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139969515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-25DOI: 10.1080/07362994.2023.2295248
Ronald Ecklmair, Claudia Ibacache-Quirogab, M. Alejandro Dinamarcab, Jozef Kiseľák, Bastián Eduardo Barraza, Milan Stehlík
Eco-geographical heterogenicity of countries such as Chile and in cities exhibiting a territorial and demographic important diversity is relevant for the epidemiological studies of the apparition a...
智利等国的生态地理异质性,以及城市在地域和人口方面的多样性,对流行病学的研究具有重要意义。
{"title":"On analysis of complex administrative data: neural networks, modelling and prediction","authors":"Ronald Ecklmair, Claudia Ibacache-Quirogab, M. Alejandro Dinamarcab, Jozef Kiseľák, Bastián Eduardo Barraza, Milan Stehlík","doi":"10.1080/07362994.2023.2295248","DOIUrl":"https://doi.org/10.1080/07362994.2023.2295248","url":null,"abstract":"Eco-geographical heterogenicity of countries such as Chile and in cities exhibiting a territorial and demographic important diversity is relevant for the epidemiological studies of the apparition a...","PeriodicalId":49474,"journal":{"name":"Stochastic Analysis and Applications","volume":"465 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139577963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-12DOI: 10.1080/07362994.2024.2303099
Davide A. Bignamini, Simone Ferrari
We consider stochastic reaction-diffusion equations with colored noise on the space of real-valued and continuous functions on a compact subset of ℝd for d=1,2,3. We prove Schauder-type estimates, ...
{"title":"Schauder estimates for stationary and evolution equations associated to stochastic reaction-diffusion equations driven by colored noise","authors":"Davide A. Bignamini, Simone Ferrari","doi":"10.1080/07362994.2024.2303099","DOIUrl":"https://doi.org/10.1080/07362994.2024.2303099","url":null,"abstract":"We consider stochastic reaction-diffusion equations with colored noise on the space of real-valued and continuous functions on a compact subset of ℝd for d=1,2,3. We prove Schauder-type estimates, ...","PeriodicalId":49474,"journal":{"name":"Stochastic Analysis and Applications","volume":"250 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139463049","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
We consider a regime-switching model where the stock volatility dynamics is a semi-Markov process. Under this model assumption, we find the locally risk-minimizing price of some Asian options with ...
{"title":"Locally risk minimizing pricing of Asian option in a semi-Markov modulated market","authors":"Bihan Chatterjee, Anindya Goswami, Ludger Overbeck","doi":"10.1080/07362994.2023.2295246","DOIUrl":"https://doi.org/10.1080/07362994.2023.2295246","url":null,"abstract":"We consider a regime-switching model where the stock volatility dynamics is a semi-Markov process. Under this model assumption, we find the locally risk-minimizing price of some Asian options with ...","PeriodicalId":49474,"journal":{"name":"Stochastic Analysis and Applications","volume":"77 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139414855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-28DOI: 10.1080/07362994.2023.2296528
Luc T. Tuyen, Vu T. Luan
The integral representation theorem for martingales has been widely used in probability theory. In this work, we propose and prove a general representation theorem for a class of set-valued submart...
{"title":"A representation theorem for set-valued submartingales","authors":"Luc T. Tuyen, Vu T. Luan","doi":"10.1080/07362994.2023.2296528","DOIUrl":"https://doi.org/10.1080/07362994.2023.2296528","url":null,"abstract":"The integral representation theorem for martingales has been widely used in probability theory. In this work, we propose and prove a general representation theorem for a class of set-valued submart...","PeriodicalId":49474,"journal":{"name":"Stochastic Analysis and Applications","volume":"65 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2023-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139068346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-11-08DOI: 10.1080/07362994.2023.2260871
Leslaw Skrzypek, Chi Phan, Yuncheng You
In this work we propose a new model of 2D cellular neural networks (CNN) in terms of the lattice FitzHugh-Nagumo equations with boundary feedback and prove a threshold condition for the exponential synchronization of the entire neural network through the emph{a priori} uniform estimates of solutions and the analysis of dissipative dynamics. The threshold to be satisfied by the gap signals between pairwise boundary cells of the network is expressed by the structural parameters and adjustable. The new result and method of this paper can also be generalized to 3D and higher dimensional FitzHugh-Nagumo type or Hindmarsh-Rose type cellular neural networks.
{"title":"Exponential synchronization of 2D cellular neural networks with boundary feedback","authors":"Leslaw Skrzypek, Chi Phan, Yuncheng You","doi":"10.1080/07362994.2023.2260871","DOIUrl":"https://doi.org/10.1080/07362994.2023.2260871","url":null,"abstract":"In this work we propose a new model of 2D cellular neural networks (CNN) in terms of the lattice FitzHugh-Nagumo equations with boundary feedback and prove a threshold condition for the exponential synchronization of the entire neural network through the emph{a priori} uniform estimates of solutions and the analysis of dissipative dynamics. The threshold to be satisfied by the gap signals between pairwise boundary cells of the network is expressed by the structural parameters and adjustable. The new result and method of this paper can also be generalized to 3D and higher dimensional FitzHugh-Nagumo type or Hindmarsh-Rose type cellular neural networks.","PeriodicalId":49474,"journal":{"name":"Stochastic Analysis and Applications","volume":" 15","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135292816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-10-29DOI: 10.1080/07362994.2023.2274108
Manfred Marvin Marchione, Enzo Orsingher
In this paper we study pseudo-processes related to odd-order heat-type equations composed with L'evy stable subordinators. The aim of the article is twofold. We first show that the pseudo-density of the subordinated pseudo-process can be represented as an expectation of damped oscillations with generalized gamma distributed parameters. This stochastic representation also arises as the solution to a fractional diffusion equation, involving a higher-order Riesz-Feller operator, which generalizes the odd-order heat-type equation. We then prove that, if the stable subordinator has a suitable exponent, the time-changed pseudo-process becomes a genuine L'evy stable process. This result permits us to obtain a power series representation for the probability density function of an arbitrary asymmetric stable process of exponent $nu>1$ and skewness parameter $beta$, with $0
{"title":"Stable distributions and pseudo-processes related to fractional Airy functions","authors":"Manfred Marvin Marchione, Enzo Orsingher","doi":"10.1080/07362994.2023.2274108","DOIUrl":"https://doi.org/10.1080/07362994.2023.2274108","url":null,"abstract":"In this paper we study pseudo-processes related to odd-order heat-type equations composed with L'evy stable subordinators. The aim of the article is twofold. We first show that the pseudo-density of the subordinated pseudo-process can be represented as an expectation of damped oscillations with generalized gamma distributed parameters. This stochastic representation also arises as the solution to a fractional diffusion equation, involving a higher-order Riesz-Feller operator, which generalizes the odd-order heat-type equation. We then prove that, if the stable subordinator has a suitable exponent, the time-changed pseudo-process becomes a genuine L'evy stable process. This result permits us to obtain a power series representation for the probability density function of an arbitrary asymmetric stable process of exponent $nu>1$ and skewness parameter $beta$, with $0<lvertbetalvert<1$. The methods we use in order to carry out our analysis are based on the study of a fractional Airy function which emerges in the investigation of the higher-order Riesz-Feller operator.","PeriodicalId":49474,"journal":{"name":"Stochastic Analysis and Applications","volume":"18 10","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136157826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-10-17DOI: 10.1080/07362994.2023.2260863
Sahani Pathiraja
AbstractThe aim of this article is to obtain convergence in mean in the uniform topology of piecewise linear approximations of stochastic differential equations (SDEs) with C1 drift and C2 diffusion coefficients with uniformly bounded derivatives. Convergence analyses for such Wong-Zakai approximations most often assume that the coefficients of the SDE are uniformly bounded. Almost sure convergence in the unbounded case can be obtained using now standard rough path techniques, although Lq convergence appears yet to be established and is of importance for several applications involving Monte-Carlo approximations. We consider L2 convergence in the unbounded case using a combination of traditional stochastic analysis and rough path techniques. We expect our proof technique extend to more general piecewise smooth approximations.Keywords: Wong-Zakaiunbounded coefficientspiecewise smooth approximationsstochastic differential equationsrough paths AcknowledgmentsThe author is grateful to Wilhelm Stannat and Sebastian Reich for helpful feedback on this work, as well as anonymous reviewer for their insightful suggestions which has improved this manuscript.Disclosure statementNo potential conflict of interest was reported by the authors.Notes1. This holds for more general semimartingale drivers, but for the purposes of this article, we focus on the case of Wiener processes.2. the notation pi is used to refer to the ith index of a permutation of the set {1,2,⋯r}3. Here we are working with equivalence classesAdditional informationFundingThis research has been partially funded by Deutsche Forschungsgemeinschaft (DFG)- SFB1294/1 - 318763901.
{"title":"<i>L</i> <sup>2</sup> convergence of smooth approximations of stochastic differential equations with unbounded coefficients","authors":"Sahani Pathiraja","doi":"10.1080/07362994.2023.2260863","DOIUrl":"https://doi.org/10.1080/07362994.2023.2260863","url":null,"abstract":"AbstractThe aim of this article is to obtain convergence in mean in the uniform topology of piecewise linear approximations of stochastic differential equations (SDEs) with C1 drift and C2 diffusion coefficients with uniformly bounded derivatives. Convergence analyses for such Wong-Zakai approximations most often assume that the coefficients of the SDE are uniformly bounded. Almost sure convergence in the unbounded case can be obtained using now standard rough path techniques, although Lq convergence appears yet to be established and is of importance for several applications involving Monte-Carlo approximations. We consider L2 convergence in the unbounded case using a combination of traditional stochastic analysis and rough path techniques. We expect our proof technique extend to more general piecewise smooth approximations.Keywords: Wong-Zakaiunbounded coefficientspiecewise smooth approximationsstochastic differential equationsrough paths AcknowledgmentsThe author is grateful to Wilhelm Stannat and Sebastian Reich for helpful feedback on this work, as well as anonymous reviewer for their insightful suggestions which has improved this manuscript.Disclosure statementNo potential conflict of interest was reported by the authors.Notes1. This holds for more general semimartingale drivers, but for the purposes of this article, we focus on the case of Wiener processes.2. the notation pi is used to refer to the ith index of a permutation of the set {1,2,⋯r}3. Here we are working with equivalence classesAdditional informationFundingThis research has been partially funded by Deutsche Forschungsgemeinschaft (DFG)- SFB1294/1 - 318763901.","PeriodicalId":49474,"journal":{"name":"Stochastic Analysis and Applications","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135944279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-10-13DOI: 10.1080/07362994.2023.2266492
L. M. Grilo, T. F. Braz, H. L. Grilo, J. P. Maidana, M. Stehlík
AbstractBorder officers experience stressful moments during the working day at the border point at Lisbon airport (Portugal) that can lead to “emotional exhaustion,” which is the core component of burnout, and relates with “cognitive fatigue (weariness)” and “physical fatigue.” These theoretical concepts cannot be measured (or observed) directly by what are considered latent variables/constructs that are available in Shirom-Melamed Burnout Measure (SMBM). These constructs are, however, operationalized by the questions available in the SMBM, which correspond to observed variables (or manifest variables) expressed in an ordinal scale of seven categories. This questionnaire, reliable and internationally validated, was used in our research and considering the specialized literature, we proposed a hypothetical structural path model that expresses a priori perceptions about the causal relationships between the mentioned latent constructs, where “physical fatigue” is the target construct. A reflective model was estimated based on the sample of primary data and using a Variance-Covariance estimator of Structural Equations Modeling (VB-SEM), the consistent Partial Least Squares (PLSc), that corrects for bias to consistently estimate SEM’s with common factors. The results obtained allow a better understanding of the profile and characteristics of Portuguese border officers who work at Lisbon airport, as well as reveal that the latent exogenous construct “emotional exhaustion” has a high positive direct effect on the “cognitive fatigue,” and through this latter (mediator construct), an indirect effect on the endogenous construct “physical fatigue.” In turn, “cognitive fatigue” has the greatest positive direct effect on “physical fatigue.” The biggest difference identified was between the direct effect of “Emotional exhaustion” on “Physical fatigue,” which is higher for workers with more years of service, as expected. However, the multigroup analysis (using the nonparametric Permutation test) showed that this difference was not statistically significant.Keywords: Consistent partial least squaresmultivariate analysispath modelpsychosocial riskssurvey AcknowledgmentsWe acknowledge support of the Editor and the informative and insightful suggestions of Referees.Disclosure statementNo potential conflict of interest was reported by the authors.Additional informationFunding This work is funded by national funds through the FCT - Fundaç∼ao para a Ciência e a Tecnologia, I.P., under the scope of the projects UIDB/00297/2020 and UIDP/00297/2020 (Center for Mathematics and Applications) and UIDB/04674/2020 (Research Center in Mathematics and Applications).
【摘要】葡萄牙里斯本机场边检站的边防工作人员在工作过程中会经历一些紧张的时刻,这些时刻会导致“情绪衰竭”,这是倦怠的核心组成部分,与“认知疲劳”和“身体疲劳”有关。这些理论概念不能通过Shirom-Melamed倦怠测量(SMBM)中可用的潜在变量/结构直接测量(或观察)。然而,这些结构是由SMBM中可用的问题来操作的,这些问题对应于用七个类别的有序尺度表示的观察变量(或明显变量)。我们的研究使用了这一可靠且经过国际验证的问卷,并考虑到专业文献,我们提出了一个假设的结构路径模型,该模型表达了对上述潜在构念之间因果关系的先验认知,其中“身体疲劳”是目标构念。基于原始数据样本,使用结构方程建模(VB-SEM)的方差-协方差估计器,即一致偏最小二乘(PLSc),对偏差进行校正,以一致地估计具有共同因素的SEM。研究结果可以更好地理解在里斯本机场工作的葡萄牙边境官员的形象和特征,同时也揭示了潜在的外生构念“情绪耗竭”对“认知疲劳”有很高的正面直接影响,并通过后者(中介构念)间接影响内生构念“身体疲劳”。反过来,“认知疲劳”对“身体疲劳”有最大的积极直接影响。发现的最大差异是“情绪疲惫”对“身体疲劳”的直接影响,正如预期的那样,工作年限越长,“身体疲劳”的程度越高。然而,多组分析(使用非参数排列检验)表明这种差异没有统计学意义。关键词:一致偏最小二乘多变量分析路径模型心理社会风险调查感谢我们感谢编辑的支持和审稿人提供的信息和有见地的建议。披露声明作者未报告潜在的利益冲突。本工作由国家基金通过FCT - Fundaç ~ ao para a Ciência ea tecologia, i.p.资助,项目范围为UIDB/00297/2020和UIDP/00297/2020(数学与应用中心)和UIDB/04674/2020(数学与应用研究中心)。
{"title":"Modeling the facets of burnout in Lisbon airport border officers using PLSc-SEM estimator","authors":"L. M. Grilo, T. F. Braz, H. L. Grilo, J. P. Maidana, M. Stehlík","doi":"10.1080/07362994.2023.2266492","DOIUrl":"https://doi.org/10.1080/07362994.2023.2266492","url":null,"abstract":"AbstractBorder officers experience stressful moments during the working day at the border point at Lisbon airport (Portugal) that can lead to “emotional exhaustion,” which is the core component of burnout, and relates with “cognitive fatigue (weariness)” and “physical fatigue.” These theoretical concepts cannot be measured (or observed) directly by what are considered latent variables/constructs that are available in Shirom-Melamed Burnout Measure (SMBM). These constructs are, however, operationalized by the questions available in the SMBM, which correspond to observed variables (or manifest variables) expressed in an ordinal scale of seven categories. This questionnaire, reliable and internationally validated, was used in our research and considering the specialized literature, we proposed a hypothetical structural path model that expresses a priori perceptions about the causal relationships between the mentioned latent constructs, where “physical fatigue” is the target construct. A reflective model was estimated based on the sample of primary data and using a Variance-Covariance estimator of Structural Equations Modeling (VB-SEM), the consistent Partial Least Squares (PLSc), that corrects for bias to consistently estimate SEM’s with common factors. The results obtained allow a better understanding of the profile and characteristics of Portuguese border officers who work at Lisbon airport, as well as reveal that the latent exogenous construct “emotional exhaustion” has a high positive direct effect on the “cognitive fatigue,” and through this latter (mediator construct), an indirect effect on the endogenous construct “physical fatigue.” In turn, “cognitive fatigue” has the greatest positive direct effect on “physical fatigue.” The biggest difference identified was between the direct effect of “Emotional exhaustion” on “Physical fatigue,” which is higher for workers with more years of service, as expected. However, the multigroup analysis (using the nonparametric Permutation test) showed that this difference was not statistically significant.Keywords: Consistent partial least squaresmultivariate analysispath modelpsychosocial riskssurvey AcknowledgmentsWe acknowledge support of the Editor and the informative and insightful suggestions of Referees.Disclosure statementNo potential conflict of interest was reported by the authors.Additional informationFunding This work is funded by national funds through the FCT - Fundaç∼ao para a Ciência e a Tecnologia, I.P., under the scope of the projects UIDB/00297/2020 and UIDP/00297/2020 (Center for Mathematics and Applications) and UIDB/04674/2020 (Research Center in Mathematics and Applications).","PeriodicalId":49474,"journal":{"name":"Stochastic Analysis and Applications","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135855068","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}