Academic literature on the topic 'General Methods of Moments (GMM)'

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Journal articles on the topic "General Methods of Moments (GMM)"

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Standsyah, Rahmawati Erma, Bambang Widjanarko Otok, and Agus Suharsono. "Fixed Effect Meta-Analytic Structural Equation Modeling (MASEM) Estimation Using Generalized Method of Moments (GMM)." Symmetry 13, no. 12 (2021): 2273. http://dx.doi.org/10.3390/sym13122273.

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The fixed effect meta-analytic structural equation modeling (MASEM) model assumes that the population effect is homogeneous across studies. It was first developed analytically using Generalized Least Squares (GLS) and computationally using Weighted Least Square (WLS) methods. The MASEM fixed effect was not estimated analytically using the estimation method based on moment. One of the classic estimation methods based on moment is the Generalized Method of Moments (GMM), whereas GMM can possibly estimate the data whose studies has parameter uncertainty problems, it also has a high accuracy on data heterogeneity. Therefore, this study estimates the fixed effect MASEM model using GMM. The symmetry of this research is based on the proof goodness of the estimator and the performance that it is analytical and numerical. The estimation results were proven to be the goodness of the estimator, unbiased and consistent. To show the performance of the obtained estimator, a comparison was carried out on the same data as the MASEM using GLS. The results show that the estimation of MASEM using GMM yields the SE value in each coefficient is smaller than the estimation of MASEM using GLS. Interactive GMM for the determination of the optimal weight on GMM in this study gave better results and therefore needs to be developed in order to obtain a Random Model MASEM estimator using GMM that is much more reliable and accurate in performance.
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Adafre Bushashe, Million, and Yitbarek Takele Bayiley. "The effect of fiscal decentralization on economic growth in sub-national governments of Ethiopia: A two-step system general methods of moments (GMM) approach." Public and Municipal Finance 12, no. 2 (2023): 32–42. http://dx.doi.org/10.21511/pmf.12(2).2023.03.

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The study examines the impact of fiscal decentralization on Ethiopia’s Subnational (Regional) economic growth. The study followed a quantitative research procedure employing data from 2008 to 2021. The units of analysis in the study are Ethiopia’s sub-national governments (SNGs). The study used the two-step System General Method of Moments (GMM) of dynamic panel estimation because it resolves concerns such as endogeneity and heteroscedasticity. The study’s findings revealed that expenditure, revenue, and composite decentralization have a statistically significant negative effect on regional economic growth. Moreover, among the control variables, inflation and government size have a statistically significant detrimental effect on regional economic growth. However, human capital has no significant effect. Ethiopia’s fiscal decentralization contradicts the goals and theoretical underpinnings of fiscal federalism. This may be because fiscal decentralization and economic activities function within an ethnically based federalism framework. The primary implication is that the federal government needs to reevaluate the transfer of fiscal authority to SNGs. Transforming tax policy into a robust institutional mechanism for economic growth is vital. The revenue and spending sides of intergovernmental relations also need to be closely related. As opposed to prior studies, which utilized one or two fiscal decentralization indicators, this study used multiple indicators, making the study more thorough and closing the knowledge gap.
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M, Amany, Mousa, Ahmed A, El sheikh, Fatma El Zahraa S. Salama, and Ahmed M. Gad. "Reviewing of Different Methods for Handling Longitudinal Count data." Journal of University of Shanghai for Science and Technology 23, no. 08 (2021): 195–206. http://dx.doi.org/10.51201/jusst/21/08349.

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In this paper, we will review the methods that used to handle longitudinal data in the case of marginal models when inferences about the population average are the primary focus [1] or when future applications of the results require the expectation of the response as a function of the current covariates [7]. We will review the generalized estimating equations method (GEE), quadratic inference functions (QIF), generalized quasi likelihood (GQL) and the generalized method of moments (GMM). These methods will be reviewed by discussing its advantages and disadvantages in more details.
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Ozigbu, Johnbosco Chukwuma. "Trade Integration and Economic Well-being: Evidence from Generalised Methods of Moments (GMM) in the D-8 Countries." African Journal of Economics and Sustainable Development 6, no. 2 (2023): 64–75. http://dx.doi.org/10.52589/ajesd-w2wszuze.

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This paper contributes to the trade–development nexus by investigating the link between trade integration and economic well-being in the developing eight (D-8) countries comprising Bangladesh, Egypt, Indonesia, Iran, Malaysia, Nigeria, Pakistan, and Turkiye. Essentially, this paper examined how trade openness, financial openness, and the exchange rate contributed to gross national income (GNI) per capita (a proxy for economic well-being). The panel data obtained from the United Nations Conference on Trade and Development (UNCTAD), the World Bank’s World Development Indicator (WDI), and the Chinn-Ito index between 2005 and 2021 were analysed using the two-step generalized method of moments (GMM), panel unit root, and Rao cointegration, among others. Evidence of a long-run relationship among the variables was established from the Kao cointegration test results at the 5 per cent significance level. This suggests that trade integration has a forecasting ability for economic well-being in the D-8 countries. The results of the two-step GMM revealed that trade openness significantly enhanced the economic well-being of the D-8 countries. This finding explains that cross-border trade among the members of the D-8 countries plays a substantial role in improving the standard of living of the population. Similarly, the results showed that as the degree of financial openness grew, economic well-being improved significantly. However, the results further revealed that exchange rate depreciation had an insignificant negative effect on economic well-being. Given the findings, this paper recommends that policymakers in the D-8 countries should synergise to implement a non-restrictive trade policy, gradually collapse the barriers to financial openness, and promote exchange rate stability to create more opportunities for economic development.
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Kuersteiner, Guido M., and Ingmar R. Prucha. "Dynamic Spatial Panel Models: Networks, Common Shocks, and Sequential Exogeneity." Econometrica 88, no. 5 (2020): 2109–46. http://dx.doi.org/10.3982/ecta13660.

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This paper considers a class of generalized methods of moments (GMM) estimators for general dynamic panel models, allowing for weakly exogenous covariates and cross‐sectional dependence due to spatial lags, unspecified common shocks, and time‐varying interactive effects. We significantly expand the scope of the existing literature by allowing for endogenous time‐varying spatial weight matrices without imposing explicit structural assumptions on how the weights are formed. An important area of application is in social interaction and network models where our specification can accommodate data dependent network formation. We consider an exemplary social interaction model and show how identification of the interaction parameters is achieved through a combination of linear and quadratic moment conditions. For the general setup we develop an orthogonal forward differencing transformation to aid in the estimation of factor components while maintaining orthogonality of moment conditions. This is an important ingredient to a tractable asymptotic distribution of our estimators. In general, the asymptotic distribution of our estimators is found to be mixed normal due to random norming. However, the asymptotic distribution of our test statistics is still chi‐square.
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Breitung, J., N. R. Chaganty, R. M. Daniel, et al. "Discussion of “Generalized Estimating Equations: Notes on the Choice of the Working Correlation Matrix”." Methods of Information in Medicine 49, no. 05 (2010): 426–32. http://dx.doi.org/10.1055/s-0038-1625133.

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Summary Objective: To discuss generalized estimating equations as an extension of generalized linear models by commenting on the paper of Ziegler and Vens “Generalized Estimating Equations: Notes on the Choice of the Working Correlation Matrix”. Methods: Inviting an international group of experts to comment on this paper. Results: Several perspectives have been taken by the discussants. Econometricians have established parallels to the generalized method of moments (GMM). Statisticians discussed model assumptions and the aspect of missing data. Applied statisticians commented on practical aspects in data analysis. Conclusions: In general, careful modeling correlation is encouraged when considering estimation efficiency and other implications, and a comparison of choosing instruments in GMM and generalized estimating equations (GEE) would be worthwhile. Some theoretical drawbacks of GEE need to be further addressed and require careful analysis of data. This particularly applies to the situation when data are missing at random.
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Malini, Helma, and Edwin Suwantono. "Indonesia Stock Exchange Resilience toward Crisis; Study Case of US and China Trade War." IJEBD (International Journal of Entrepreneurship and Business Development) 4, no. 2 (2021): 234–40. http://dx.doi.org/10.29138/ijebd.v4i2.1209.

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This paper investigates the resilience’s of Indonesia stock Exchange toward the US and China trade war. Emphasis is put on the influence of US and China trade war since 2016. We analyze data using five major sectoral indexes in IDX (Consumer Goods Industry Sector, Agriculture Sector, Infrastructure, Utility and Transportation Sector, Miscellaneous Industry Sector, and Mining Sector) using volatility modelling of Autoregressive Distributed Lag (ARDL) & Generalized Method of Moments (GMM) methods to find the correlation and co- integration between selected sector US and China trade war. We find inconclusiveness and no co-integration on correlated markets although the trade wars have impact for each sectoral index by using ARDL. GMM method showed a significance short-run relationship and long-run relationship. The market disequilibrium takes nearly about one and half week to clear any disequilibrium toward certain shocks or impacts.
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Latipah, Siti Lailatul, Hady Sutjipto, Rah Adi Fahmi Ginanjar, Sugeng Setyadi, and Saharuddin Didu. "Analysis of factors affecting regional financial independence in primary leading sector districts." Journal of Entrepreneurial Economic 2, no. 1 (2025): 70–93. https://doi.org/10.61511/jane.v2i1.2025.1432.

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Background: Regional autonomy has been implemented for more than two decades, but local governments can still not manage their local finances independently. Problems that occur in the implementation of regional autonomy can occur from within and outside the country. Domestic conditions indicate that people want openness and independence, while foreign conditions indicate that the increasing progress of globalization demands the competitiveness of each country, including the competitiveness of local governments. Methods: This study uses panel data consisting of time series data from 2018 - 2022 and cross-section data on 140 districts in Indonesia that have primary leading sectors. The analysis method is the Generalized Method of Moments (GMM) method with the System Generalized Method of Moments approach to address endogeneity problems and dynamic economic correlations. Findings: The results of this study indicate that the primary output variable and tax ratio have a positive and significant effect on regional financial independence. In contrast, natural resource revenue-sharing funds and general allocation funds have a negative and significant effect. Meanwhile, the special allocation fund variable does not affect regional financial independence. Conclusion: This study concludes that enhancing primary output and optimizing tax ratios are crucial for improving regional financial independence. However, reliance on revenue-sharing funds and general allocation funds can hinder financial autonomy. Policy implications suggest the need for local governments to strengthen their economic base and reduce dependency on central government transfers to achieve greater fiscal independence. Novelty/Originality of this Article: This study provides a novel approach to analyzing regional financial independence by utilizing the System Generalized Method of Moments (GMM) to address dynamic economic correlations and endogeneity issues.
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Chernozhukov, Victor, Whitney K. Newey, and Andres Santos. "Constrained Conditional Moment Restriction Models." Econometrica 91, no. 2 (2023): 709–36. http://dx.doi.org/10.3982/ecta13830.

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Shape restrictions have played a central role in economics as both testable implications of theory and sufficient conditions for obtaining informative counterfactual predictions. In this paper, we provide a general procedure for inference under shape restrictions in identified and partially identified models defined by conditional moment restrictions. Our test statistics and proposed inference methods are based on the minimum of the generalized method of moments (GMM) objective function with and without shape restrictions. Uniformly valid critical values are obtained through a bootstrap procedure that approximates a subset of the true local parameter space. In an empirical analysis of the effect of childbearing on female labor supply, we show that employing shape restrictions in linear instrumental variables (IV) models can lead to shorter confidence regions for both local and average treatment effects. Other applications we discuss include inference for the variability of quantile IV treatment effects and for bounds on average equivalent variation in a demand model with general heterogeneity.
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Halkos, George E. "Environmental Kuznets Curve for sulfur: evidence using GMM estimation and random coefficient panel data models." Environment and Development Economics 8, no. 4 (2003): 581–601. http://dx.doi.org/10.1017/s1355770x0300317.

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The purpose of this study is to test empirically the hypothesis of the inverted U-shaped relationship between environmental damage from sulfur emissions and economic growth as expressed by GDP. Using a large database of panel data consisting of 73 OECD and non-OECD countries for 31 years (1960–1990) we apply for the first time random coefficients and Arellano-Bond Generalized Method of Moments (A–B GMM) econometric methods. Our findings indicate that the EKC hypothesis is not rejected in the case of the A–B GMM. On the other hand there is no support for an EKC in the case of using a random coefficients model. Our turning points range from $2805–$6230/c. These results are completely different compared to the results derived using the same database and fixed and random effects models.
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Dissertations / Theses on the topic "General Methods of Moments (GMM)"

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Lahlou, Mehdi, and Sebastian Sandstedt. "Where There’s Smoke, There’s Fire : An Analysis of the Riksbank’s Interest Setting Policy." Thesis, Stockholms universitet, Nationalekonomiska institutionen, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-143163.

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We analyse the Swedish central bank, the Riksbank’s, interest setting policy in a Taylor rule framework. In particular, we examine whether or not the Riksbank has reacted to fluctuations in asset prices during the period 1995:Q1 to 2016:Q2. This is done by estimating a forward-looking Taylor rule with interest rate smoothing, augmented with stock prices, house prices and the real exchange rate, using IV GMM. In general, we find that the Riksbank’s interest setting policy is well described by a forward-looking Taylor rule with interest rate smoothing and that the use of factors as instruments, derived from a PCA, serves to alleviate the weak-identification problem that tend to plague GMM. Moreover, apart from finding evidence that the Riksbank exhibit a substantial degree of policy rate inertia and has acted so as to stabilize inflation and the real economy, we also find evidence that the Riksbank has been reacting to fluctuations in stock prices, house prices, and the real exchange rate.
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Liu, Xiaodong. "Econometrics on interactions-based models methods and applications /." Columbus, Ohio : Ohio State University, 2007. http://rave.ohiolink.edu/etdc/view?acc%5Fnum=osu1180283230.

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Broizat, Damien. "Existence, unicité, approximations de solutions d'équations cinétiques et hyperboliques." Phd thesis, Université Nice Sophia Antipolis, 2013. http://tel.archives-ouvertes.fr/tel-00916993.

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Les travaux de cette thèse s'inscrivent dans le contexte des systèmes de particules. Nous considérons différents systèmes physiques, décrits de manière continue, et dont la dynamique est modélisée par des équations aux dérivées partielles décrivant l'évolution temporelle de certaines quantités macroscopiques ou microscopiques, selon l'échelle de description envisagée. Dans une première partie, nous nous intéressons à une équation de type coagulation-fragmentation cinétique. Nous obtenons un résultat d'existence globale en temps, dans le cadre des solutions renormalisées de DiPerna-Lions, pour toute donnée initiale vérifiant les estimations naturelles et possédant une norme L1 et une norme Lp (p > 1) finies. La deuxième partie traite de méthodes de moments. L'objectif de ces méthodes est d'approcher un modèle cinétique par un nombre fini d'équations portant sur des quantités dépendant uniquement de la variable d'espace, et la question est de savoir comment fermer le système obtenu pour obtenir une bonne approximation de la solution du modèle cinétique. Dans un cadre linéaire, nous obtenons une méthode de fermeture explicite conduisant à un résultat de convergence rapide. Enfin, dans une troisième partie, nous travaillons sur la modélisation du trafic routier avec prise en compte de la congestion à l'aide d'un système hyperbolique avec contraintes, issu de la dynamique des gaz sans pression. En modifiant convenablement ce système, nous parvenons à modéliser des phénomènes de trafic routier "multi-voies", comme l'accélération, et la création de zones de vide. Un résultat d'existence et de stabilité des solutions de ce modèle modifié est démontré.
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Sibindi, Mkhululi. "Internationalisation theories and outward foreign direct investment: the case of South African multinational firms." Thesis, 2020. http://hdl.handle.net/10500/26733.

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Abstracts in English, Xhosa and Southern Sotho<br>This study critically explores the link between internationalisation theories and outward foreign direct investment (FDI) – a linkage which is well documented in the literature. Numerous studies have established that the internationalisation process recognises both firm- and market-specific aspects, which greatly determine the direction of outward FDI in terms of volume and pattern. In this interaction, path dependency is determined by the intensity of overlapping aspects or linkages, from firm-level heterogeneity and host market aspects that direct investment patterns in terms of the latter, to the volumes of firm-level adjustments. Firm-level heterogeneity comprises those traits, which enable an individual firm to make an investment decision, select a market-entry strategy and create the competitive advantages that will sustain its investments. Macro-level or country-specific aspects encompass those traits or characteristics of host markets, which encourage FDI on the part of multinational enterprises (MNEs). Most studies overlook the path dependency of country- and firm-specific aspects, which are crucial to the internationalisation processes of international business, economics and trade. Academic studies either focus on macro- or micro-level aspects, without paying specific attention to the path dependency of expansion strategies. The present study attempts to fill these gaps in the existing body of knowledge, by investigating international business in these contexts. The rationale for undertaking this study was two-fold: first, FDI holds proven benefits for host markets, which include economic growth, industry spillover, human capital development and transitory tacit knowledge. From a firm-level perspective, outward FDI largely enhances the capacity of MNEs, prompting an increase in asset accumulation, market share and human capital development, the more efficient utilisation of resources and return on equity. In this study, an argument is presented for measuring the variables of both firm- and market-specific aspects, since most existing studies in this genre focus either on micro- or macro-level determinants, or totally overlook the importance of linkages. Second, no documented research has investigated the path dependency of expansion strategies, especially in Africa. Crucially, the importance of path dependency of South Africa’s outward investment has not been documented either. Further, existing evidence on the role the path dependency of expansion strategies plays in outward FDI are scarce, with even fewer studies following a sectorial approach. This study attempts to fill these academic research gaps by reflecting both firm- and market-level data from various sources for the period 1995–2015, using panel dynamic regression models. The study found that the linkages between firm heterogeneity (firm-level evidence) and market-level aspects create a path dependency of expansion strategies. MNEs adopt either joint ventures or wholly owned subsidiaries (or both) as market-entry strategies, but the decision is informed by the intensity of those firm heterogeneity aspects that allow them to exploit opportunities and mitigate risk in host markets. Notably, the intensity of path dependency seemingly varies from one industrial segment to the next. The impulse response approach delivered evidence that one standard deviation shock of firm-specific variables led to a moderate improvement in firm-level capacities in the short run, but a significant improvement in the long run. The same result was recorded for market-level aspects, with the intensity of the results varying from one industry to the next. The causality test attempted to explore the causal relationship between the study variables in both firm- and market-level aspects. Empirical evidence from the study indicates that the size of the firm and its capacity to utilise its resources efficiently, influence their investment in host markets. As regards market-specific aspects, the size of the economy, levels of industry and trade openness were found to have a causal effect on the inflow of FDI in host markets. The intensity of causal aspects was also found to vary from one industry to the next, due to variations in firm-level heterogeneity and their linkage in terms of aspects related to the host market. In sum, this study complements existing material on the subject of international business.<br>Olu phononongo luphicotha ikhonkco phakathi kweengcingane zamazwe ngamazwe kunye notyalo-mali ngokuthe ngqo oluphuma ngaphandle kumazwe asemzini (i-FDI) –indibaniselo ebhalwe kakuhle kwimiqulu yoncwadi. Izifundo ezininzi ezenziweyo ziye zaqinisekisa ukuba inkqubo yamazwe ngamazwe iyazamkela zombini inkampani- kunye nemiba ekhethekileyo yemarike, ezihlola kakhulukazi imikhombandlela (izikhokelo) ye-FDI yangaphandle ngokomthamo kunye nephatheni. Kule ntsebenziswano, indlela yokuxhomekeka ifunyanwa ngobungakanani bezinto ezisebenzelelanayo/ezingenanayo okanye izenzo zokuhlangana, ukusuka kwiintlobo-ntlobo zamanqanaba enkampani kunye neemfuno zabasingathe imicimbi yeendawo zokuthengisa (iimarike) iimpahla ezilawula iiphatheni zotyalo-imali ngokweyokugqibela, kwimilinganiselo yokulungelelaniswa kwenqanaba lwenkampani. Iintlobo-ntlobo zamanqanaba enkampani ziquka ezo mpawu, ezenza inkampani nganye yenze isigqibo sotyalo-mali, ikhethe isicwangciso sokungeniswa kwimarike kwaye siyile amathuba amahle okhuphiswano aya kugcina utyalo-mali. Inqanaba eliphezulu okanye iinkalo ezithile zelizwe zibandakanya ezo zimo okanye iimpawu zeemarike ezamkelekileyo, ezikhuthaza i-FDI kwiinkampani zamazwe ngamazwe (i-MNEs). Uninzi lwezifundo aziyiniki ngqalelo indlela yokuxhomekeka yelizwe kwimicimbi ekhethekileyo nebalulekileyo yenkampani kwiinkqubo zangokwamazwe oshishino lwamazwe ngamazwe, uqoqosho norhwebo. Uphando lwemfundo ephakamileyo lugxininisa kwiinkcukacha ezikwinqanaba eliphezulu okanye eliphantsi ngokunganiki ngqalelo kwindlela yokuxhomekeka yeendlela zokwandisa. Uphononongo lwangoku luzama ukuvala izikhewu/izikroba kulwazi olukhoyo., ngokuphanda ishishini lwamazwe ngamazwe kule meko. Ingqiqo ekwenzeni olu phando yahlulwe kubini: okokuqala, i-FDI inenzuzo eqinisekisiweyo kwabasingethe iimarike, ezibandakanya ukukhula koqoqosho, ukuchuma kwamashishini, ukuphuhliswa kwezakhono zabantu kunye nolwazi oludlulileyo lwezakhono. Ngakwicala lenqanaba lenkampani, i-FDI yangaphandle iphakamisa amandla e-MNE, ikhawulezisa ukunyusa uqokelelo lwempahla, isabelo semarike kunye nophuhliso lwabantu, ukusetyenziswa ngokufanelekileyo kwezixhobo kunye nokubuyela kubulungisa bokulingana. Kolu phononongo, impikiswano inikezelwe ukulinganisa iinguqu zombini yenkampani- kunye nemimiselo ethile yemarike, njengoko olunye uphando oluninzi olwenziweyo kolu hlobo lugxininisa koonobangela abakwizinga elisezantsi okanye eliphezulu, okanye kunganikwa ngqalelo tu kukubaluleka kwezenzo zokudibana / zokunxibelelana. Okwesibini, akukho phando lubhaliweyo oluphande indlela yokuxhomekeka kweendlela zokwandisa, ngakumbi e-Afrika. Ngokusesikweni, ukubaluleka kwendlela yokuxhomekeka yotyalo-mali lwangaphandle eMzantsi Afrika alukaze nalo lubhalwe phantsi. Ukongezelela, ubungqina obukhoyo kwindima yendlela yokuxhomekeka yeendlela zokwandisa kwi-FDI yangaphandle zinqabile, kwakunye nezifundo ezimbalwa ezilandela indlela yamacandelo. Olu phononongo luzama ukuzalisa izikroba zophando zemfundo ephakamileyo ngokuzibonakalisa zombini inkampani- kunye nedatha yamanqanaba emarike avela kwimithombo eyahlukeneyo yexesha lowe-1995-2015, usebenzisa iimodeli zepaneli ezinamandla zokubuy’umva. Uphononongo lufumanise ukuba ukudibana phakathi kweentlobo-ntlobo zenkampani (ubungqina bezinga lenkampani) kunye nemilinganiselo yezinga lemarike zidala indlela yoxhomekeko yeendlela zokukhula. Ii-MNE zamkela intsebenziswano ngokuhlangeneyo okanye bazibambele ngokwabo ngokupheleleyo (okanye zombini) njengeendlela zokungena kwimarike, kodwa isigqibo siphenjelelwa bubungakanani beentlobo-ntlobo zemicimbi yenkampani evumela ukuba baxhaphaze amathuba kwaye banciphise umngcipheko kwiimarike zenkampani. Ngokuphawulekayo, ubukhulu bokuxhomekeka wendlela yokuxhomekeka kukhangeleka kusahluka ukusuka kwicandelo elinye lozoshishino ukuya kwelinye elilandelayo. Indlela yokuphendula ngokungxama inikezele ubungqina bokuba ukuphazamiseka okusesikweni kwizinto eziguquguqukayo zenkampani ezikhethekileyo zikhokelele ekuphuculeni okusezingeni eliphakathi kwinqanaba kubungakanani benqanaba lenkampani ngexeshana, kodwa ukuphuculwa okubonakalayo nokubalulekileyo ekuhambeni kwexesha. Isiphumo esifanayo sabhalwa phantsi kwiinkalo zemarike, nobukhulu beziphumo zohluka ukusuka kwelinye ishishini ukuya kwelinye. Uvavanyo lwamaxesha athile luzame ukuphonononga ubudlelwane bamaxesha athile phakathi kwezifundo zezinto eziguquguqukayo kwiinkalo zombini inkampani –kunye nenqanaba lemarike/ neemeko zemarike. Ubungqina bamava obuvela kuphando lubonisa ukuba ubungakanani benkampani kunye namandla okusebenzisa uvimba wezixhobo ngokufanelekileyo, ziphembelela utyalo-mali kwiimarike zenkampani. Ngokubhekiselele kwimimandla ethile yemarike, ubungakanani boqoqosho, amazinga oshishino kunye nokuvuleka kwezorhwebo kufunyaniswe ukuba kunefuthe elenzekayo ngamaxesha athile ekungeneni kwe-FDI kubasingathi beemarike. Ubungakanani bemicimbi eyenzeka ngamaxesha athile yafunyanwa kwakhona ukuba yohlukile ukusuka kwelinye ishishini ukuya kwelinye, ngenxa yeenguqu kwiintlobo-ntlobo zeamanqanaba enkampani kunye nokudibana kwabo ngokwemiba enxulumene nabasingethe imarike. Kafutshane esi sifundo, sigcwalisa izixhobo ezikhoyo kwisihloko sezoshishino lamazwe ngamazwe.<br>Dinyakišišo tše di utolla ka tsinkelo kgokagano gareng ga diteori tša peyomaemong a boditšhabatšhaba le peeletšothwii ye e tšwago dinageng tša ka ntle (FDI) – e lego kgokagano yeo go ngwadilwego ka yona kudu ka dingwalweng. Dinyakišišo tše mmalwa di utollotše gore tshepedišo ya go bea maemong a boditšhabatšhaba e lemoga bobedi dilo tša difeme le tše di amanago le difeme, tšeo di laolago kudu fao FDI ya dinaga tša ka ntle e lebilego gona mabapi le bontši le mokgwa. Ka tirišanong ye, go tšea diphetho go ya ka maemo go laolwa ke bontši bja dilo tšeo di dirwago ka nako e tee goba dikamano, go tloga go go farologanya ditšweletšwa ka femeng le dilo tša mmaraka wa ka nageng tšeo di laolago mekgwa ya dipeeletšo mabapi le go ya ka mmaraka wa ka nageng, go ya go mehuta ye mentši ya dipeakanyo tša ka femeng. Go farologanya ditšweletšwa ka femeng go bopilwe ke diphetogo tše, tšeo di kgontšhago feme ye itšego go tšea sephetho sa mabapi le peeletšo, go kgetha maano a go tsena ka mmarakeng le go hlama menyetla ye mekaone yeo e tlago tšwetša pele peeletšo ya yona. Dikokwane tša ekonomi ye kgolo goba tša ka nageng di akaretša diphetogo tšeo goba dipharologantšhi tša mebaraka ya ka nageng, tšeo di hlohleletšago FDI ka karolong ya dikgwebo tša dinaga tša ka ntle (di-MNE). Dinyakišišo tše ntši di hlokomologile go tšea diphetho go ya ka maemo ga naga le ga dilo tša ka femeng ye itšego, tšeo di lego bohlokwa go tshepedišo ya peyomaemong a boditšhabatšhaba ya dikgwebo tša boditšhabatšhaba, diekonomi le kgwebišano. Dinyakišišo tša dirutegi di ka be di lebeletše kudu dilo tša ekonomi ye kgolo goba tša ye nnyane, ka ntle le go lebiša šedi ye kgolo go go tšea diphetho go ya ka maemo a boditšhabatšhaba ga maano a katološo. Dinyakišišo tše di leka go tlatša dikgoba tše ka tsebo ye e lego gona, ka go nyakišiša dikgwebo tša boditšhabatšhaba ka maemong a. Maikemišetšo a go dira dinyakišišo tše e bile a mabedi: sa mathomo, FDI e na le dikholego tšeo di tiišeditšwego go mebaraka ya ka dinageng, tšeo di akaretšago kgolo ya ekonomi, khuetšano ya diintasteri, tlhabollo ya bokgoni bja bašomi le phetišetšo ya tsebo ye e lego nyanyeng. Go ya ka maemong a difeme, FDI ye e tšwago dinageng tša ka ntle e godiša bokgoni bja di- MNE, ya hlohleletša koketšego ya khwetšo ya dithoto, ya kabelano ya mmaraka le ya tlhabollo ya bokgoni bja bašomi, tšhomišo ye kaone kudu ya methopo le go hwetša poelo go dikabelano. Ka mo dinyakišišong tše, go hlagišwa ntlha ya go ela diphapano tša bobedi dilo tša ka femeng le tša ka mmarakeng, ka ge bontši bja dinyakišišo tše di lego gona ka mo lekaleng le la dinyakišišo di lebeletše kudu tšeo di laolago ekonomi ye nnyane goba ye kgolo goba tšeo di hlokomologago ka botlalo bohlokwa bja dikgokagano. Sa bobedi, ga go dinyakišišo tšeo di ngwadilwego tšeo di nyakišišitšego go tšea diphetho go ya ka maemo ga maano a katološo, kudukudu ka Afrika. Se bohlokwa ke gore, bohlokwa bja go tšea diphetho go ya ka maemo ga peeletšo ya Afrika Borwa ya dinaga tša ka ntle ga se gwa ngwalwa le ge go le bjale. Godimo ga fao, bohlatse bjo bo lego gona ka ga mošomo wa go tšea diphetho go ya ka maemo fao go ralokago ka ga maano a katološo ka go FDI ya dinaga tša ka ntle e se bjo bontši, gomme go na le dinyakišišo tše mmalwa go latela mokgwa wo o lebeletšego makala. Dinyakišišo tše di leka go tlatša dikgoba tše tša dinyakišišo tša dirutegi ka go laetša tshedimošo ya bobedi ka maemong a difeme le ka mebarakeng go tšwa methopong ya mehutahuta go tloga ka mengwaga ya 1995–2015, ka go šomiša mekgwa ya kakanyo ya dikamano ye e fetogago. Dinyakišišo di hweditše gore dikamano gareng ga go farologanya ditšweletšwa (bohlatse bja ka maemong a difeme) le dilo tša maemo a ka mmarakeng di hlola go tšea diphetho go ya ka maemo ga maano a katološo. Di-MNE di šomiša masolo a mohlakanelwa goba dikhamphani tša ka fasana tšeo di laolwago ka botlalo (goba ka bobedi) bjalo ka maano a go tsena ka mmarakeng, eupša sephetho se laolwa ke bontši bja dilo tšeo tša go farologanya ditšweletšwa tšeo di di dumelelago go nyaka dibaka le go fokotša kotsi ka mebarakeng ya ka nageng. Seo se lemogilwego ke gore, bontši bja go tšea diphetho go ya ka maemo go bonala go fapane go ya ka karolo ya intasteri go ya go ye nngwe. Mokgwa wa go arabela kgoketšo wo o hlagišitšwego ka bohlatseng bja gore phapogo ya tlwaelo ya diphapano tša ka femeng e feleleditše ka kaonafalo ya magareng ya bokgoni bja difeme lebakeng le lekopana, eupša ka kaonafalo ye kgolo mo lebakeng le letelele. Dipoelo tše di swanago di begilwe ka go dilo tša maemo a ka mmarakeng, gomme bontši bja dipoelo tša fapana go ya ka diintasteri. Teko ya mathata yeo e bego e leka go utolla kamano ya tšeo di bakago se gareng ga phapano ya dinyakišišo ka go bobedi ka dilo tša ka femeng le tša ka mmarakeng. Bohlatse bja maitemogelo go tšwa ka mo dinyakišišong bo laetša gore bogolo bja feme le bokgoni bja yona bja go šomiša methopo ya yona gabotse ntle le mathata, di huetša peeletšo ya yona ka mebarakeng ya ka nageng. Mabapi le dilo tša ka mmarakeng, bogolo bja ekonomi, maemo a intasteri le go hloka sephiri ka kgwebišanong di bonwe di na le seabe sa go baka seemo go tseneng ga FDI ka mebarakeng ya ka nageng. Bontši bja dilo tše di bakago maemo go hweditšwe gape gore go fapana go ya ka diintasteri, ka lebaka la diphapano ka go farologanyo ya ditšweletšwa ka difemeng le kamano ya tšona mabapi le dilo tšeo di amanago le mmaraka wa ka nageng. Bjalo ka kakaretšo, dinyakišišo tše di tlaleletša dingwalwa tšeo di lego gona ka ga hlogotaba ya dikgwebo tša boditšhabatšhaba.<br>Business Management<br>D. Phil. (Business Management)
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Books on the topic "General Methods of Moments (GMM)"

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NIMS Thematic Workshop (2010 Inch'ŏn, Korea). Mathematical and statistical methods for imaging: NIMS Thematic Workshop, August 10-13, 2010, Inha University, Incheon, Korea. Edited by Ammari Habib. American Mathematical Society, 2011.

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My First Year In The Classroom 50 Stories That Celebrate The Good The Bad And Most Unforgettable Moments. Adams Media Corporation, 2009.

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NANDE-VÁZQUEZ, Edgard Alfredo, Teodoro REYES-FONG, and Omar Alejandro PÉREZ-CRUZ. The Generalized Least Squares Method (GMM) as a tool for causal analysis of spending, budget management and electoral results. ECORFAN, 2021. http://dx.doi.org/10.35429/b.2021.8.1.130.

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In the different fields of science, many times, there is a need to estimate the associations between variables, as an approach to understanding the interaction of one as a function of the others. It is usually done by applying restrictive models, such as analysis of variance and linear regression. This type of analysis requires that the dependent variable be continuous, have a normal and constant distribution of the mean and variance. However, when the dependent variable is discrete or categorical, the linear model is not viable. Faced with this impediment, the theory of linear models arises and is expanded to broader categories, which have been called Generalized Linear Models. This category assumes that all distribution functions are exponential, in which the normal distribution is located. In this sense, in this research, Generalized Least Squares methods were applied in their various variants: of moments, ordinary and feasible. These models allow calculating the parameters of models in which the dependent variable has a Poisson or multinomial distribution. In such a way that the Generalized Least Squares serve as a tool to analyze the effect of the elections on public spending and its relationship with the electoral results, analyzing the variables of a budgetary nature, derived from the possibility that the government in power continues or is re-elected. For this, data related to the states and municipalities of México in the period 2007 to 2019 are used.
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Golan, Amos. Info-Metrics and Statistical Inference. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780199349524.003.0013.

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In this chapter I concentrate on continuous inferential problems: problems where the dependent variable is continuous, such as classical regression problems. As in the previous chapter, using duality theory, I show that the info-metrics framework is general enough to include the class of information-theoretic methods as a special case. The formulation is developed for the classical regression problem, but the results apply to many other problems. A detailed discussion of the benefits and costs of using the info-metrics framework is provided and contrasted with other approaches. I use theoretical examples and policy-relevant applications to demonstrate the method. The common problem of misspecification is also discussed and studied within the info-metrics framework. I show that a misspecified model and a correctly specified one can yield similar answers. The appendices provide detailed discussions of the generalized method of moments and the Bayesian method of moments. Both are connected to info-metrics.
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Rubin, Donald, Xiaoqin Wang, Li Yin, and Elizabeth Zell. Bayesian causal inference: Approaches to estimating the effect of treating hospital type on cancer survival in Sweden using principal stratification. Edited by Anthony O'Hagan and Mike West. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780198703174.013.24.

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This article discusses the use of Bayesian causal inference, and more specifically the posterior predictive approach of Rubin’s causal model (RCM) and methods of principal stratification, in estimating the effects of ‘treating hospital type’ on cancer survival. Using the Karolinska Institute in Stockholm, Sweden, as a case study, the article investigates which type of hospital (large patient volume vs. small volume) is superior for treating certain serious conditions. The study examines which factors may reasonably be considered ignorable in the context of covariates available, as well as non-compliance complications due to transfers between hospital types for treatment. The article first provides an overview of the general Bayesian approach to causal inference, primarily with ignorable treatment assignment, before introducing the proposed approach and motivating it using simple method-of-moments summary statistics. Finally, the results of simulation using Markov chain Monte Carlo (MCMC) methods are presented.
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Book chapters on the topic "General Methods of Moments (GMM)"

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Asari, Fadli Fizari Abu Hassan, Suriyani Muhamad, Mahyudin Ahmad, Jumadil Saputra, and Salwani Affandi. "Investigating the Demand of Asian Countries on Malaysian Public Universities: An Application of Panel Generalised Methods of Moments (GMM) Estimation." In Corporate Management Ecosystem in Emerging Economies. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-41578-4_18.

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Hall, Alastair R. "Related Methods of Estimation." In Generalized Method of Moments. Oxford University PressOxford, 2004. http://dx.doi.org/10.1093/oso/9780198775218.003.0010.

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Abstract In this chapter, we briefly review two other methods for exploiting moment conditions in estimation. Section 10.1 describes simulation based estimators known as Simulated Method of Moments, Indirect Inference and Efficient Method of Moments. Section 10.2 describes the method of Empirical Likelihood. The purpose of this discussion is to provide the intuition behind the methods in question and to explain their connections to GMM. References are provided for those readers interested in a rigourous analysis of the statistical properties of these estimators.
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Breitung, Jörg, and Michael Lechner. "Alternative GMM Methods for Nonlinear Panel Data Models." In Generalized Method of Moments Estimation. Cambridge University Press, 1999. http://dx.doi.org/10.1017/cbo9780511625848.010.

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Hall, Alastair R. "Moment Selection in Theory and in Practice." In Generalized Method of Moments. Oxford University PressOxford, 2004. http://dx.doi.org/10.1093/oso/9780198775218.003.0007.

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Abstract A researcher is typically faced with a large set of alternatives from which to choose the q elements of the population moment condition. This choice can be made in an ad hoc fashion, condition is the score vector because the resulting GMM estimator is the MLE and the latter is known to be to the literature on moment selection within the GMM framework. From the mid-1980s until the mid-1990s, attention focused on the use of theoretical arguments to characterize the optimal choice of moment condition within the class of GMM estimators known as Generalized Instrumental Variables. More recently, attention has focused on data-based methods for moment selection using information criteria. Both phases of the literature are reviewed in this chapter.
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Hall, Alastair R. "Alternative Approximations to Finite Sample Behaviour." In Generalized Method of Moments. Oxford University PressOxford, 2004. http://dx.doi.org/10.1093/oso/9780198775218.003.0008.

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Abstract In Chapter 6, it is seen that the available simulation evidence indicates that the asymptotic theory developed in Chapters 3 and 5 may not provide a good approximation to the finite sample behaviour of the GMM estimator in certain circumstances of interest. The situation can be ameliorated by careful selection of moment conditions, and this motivates the methods described in the previous chapter. However, while the use of such moment selection procedures may lead to an improvement, the overall quality of the asymptotic approximation may still leave something to be desired. Therefore, in this chapter, we consider three alternative methods for approximating the finite sample behaviour of the GMM estimator and its associated statistics.
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Hall, Alastair R. "Empirical Examples." In Generalized Method of Moments. Oxford University PressOxford, 2004. http://dx.doi.org/10.1093/oso/9780198775218.003.0009.

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Abstract Section 9.1 implements the mutual fund evaluation measure proposed by Chen and Knez (1996). This discussion illustrates the potential sensitivity of inferences based on the overidentifying restrictions test to choice of the restrictions on the derivative imposed by Assumption 3.5 because the derivative of the minimand is not defined at all values of the parameter space. This non-existence causes problems for gradient methods of optimization and so necessitates the use of an alternative algorithm. inference is based on the Wald, LM or D tests discussed in Section 5.4. One possible explanation is that the LM and D tests use the full sample GMM estimator instead of the restricted GMM
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Elisabete Duarte Neves, Maria, Joana Monteiro, and Carmem Leal. "Determinants of Banking Profitability in Portugal and Spain: Evidence with Panel Data." In Banking and Accounting Issues. IntechOpen, 2022. http://dx.doi.org/10.5772/intechopen.103142.

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This article aims to study the determinants of banking performance in the countries of the Iberian Peninsula, Portugal and Spain. To achieve the proposed objective, the methodology of panel data was used, specifically the estimation method Generalized Method of Moments (GMM-system). An unbalanced panel of 267 banks was used, of which 122 belong to the Portuguese banking sector and 145 to the Spanish banking sector. Two variables were used as performance measures, the average return on total assets (ROAA) and the average return on equity (ROAE). The results show that bank profitability is generally influenced by internal variables, and not so much by sector-specific or macroeconomic variables. Therefore, the results suggest that management decisions are the ones that most influence performance. We conclude that bordering countries, despite having different economies, have very similar influences on bank profitability.
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Akematsu Yuji and Tsuji Masatsugu. "Does Telecare Reduce the Number of Treatment Days?" In Studies in Health Technology and Informatics. IOS Press, 2012. https://doi.org/10.3233/978-1-61499-101-4-507.

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This paper analyzes the effect of telecare in reducing the number of days required for the treatment of telecare users. Statistical analysis was conducted on panel data about 400 individuals from 2002 to 2006 in Nishi-aizu Town, Fukushima Prefecture, Japan. Three estimation models were used, namely the Instrument Variable, Instrument Variable Panel, and system GMM (Generalized Method of Moments) methods, both to demonstrate causality and to ensure the robustness of the results. We attempted to reduce sample selection bias in this framework by controlling variables with bias. A negative correlation between outpatient days and telecare use was observed with the former two methods, while the system GMM proved causality for the effect of telecare in reducing the number of outpatient days. Telecare use reduced outpatient days in telecare users by 2.0 days per year. This result is consistent with those of other telecare implementations in the US and the UK.
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"Panel Dataset Analysis with Generalized Methods of Moments (GMM), Possible Endogeneity with the Predictor Variables." In Advanced Statistics for Health Research. WORLD SCIENTIFIC, 2023. http://dx.doi.org/10.1142/9789811262876_0013.

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Cowan, Glen. "The method of moments." In Statistical Data Analysis. Oxford University PressOxford, 1998. http://dx.doi.org/10.1093/oso/9780198501565.003.0008.

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Abstract Although the methods of maximum likelihood and least squares lead to estimators with optimal or nearly optimal properties, they are sometimes difficult to implement. An alternative technique of parameter estimation is the method of moments (MM). Although the variances of MM estimators are not in general as small as those from maximum likelihood, the technique is often simpler from a computational standpoint.
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Conference papers on the topic "General Methods of Moments (GMM)"

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Chen, Zhizhang, and Michel M. Ney. "Method of Moments: A General Framework for Frequency- and Time-domain Numerical Methods." In 2007 Workshop on Computational Electromagnetics in Time-Domain. IEEE, 2007. http://dx.doi.org/10.1109/cemtd.2007.4373527.

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Li, Guanglin, Bin Li, Changsheng Chen, Shunquan Tan, and Guoping Qiu. "Learning General Gaussian Mixture Model with Integral Cosine Similarity." In Thirty-First International Joint Conference on Artificial Intelligence {IJCAI-22}. International Joint Conferences on Artificial Intelligence Organization, 2022. http://dx.doi.org/10.24963/ijcai.2022/444.

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Gaussian mixture model (GMM) is a powerful statistical tool in data modeling, especially for unsupervised learning tasks. Traditional learning methods for GMM such as expectation maximization (EM) require the covariance of the Gaussian components to be non-singular, a condition that is often not satisfied in real-world applications. This paper presents a new learning method called G$^2$M$^2$ (General Gaussian Mixture Model) by fitting an unnormalized Gaussian mixture function (UGMF) to a data distribution. At the core of G$^2$M$^2$ is the introduction of an integral cosine similarity (ICS) function for comparing the UGMF and the unknown data density distribution without having to explicitly estimate it. By maximizing the ICS through Monte Carlo sampling, the UGMF can be made to overlap with the unknown data density distribution such that the two only differ by a constant scalar, and the UGMF can be normalized to obtain the data density distribution. A Siamese convolutional neural network is also designed for optimizing the ICS function. Experimental results show that our method is more competitive in modeling data having correlations that may lead to singular covariance matrices in GMM, and it outperforms state-of-the-art methods in unsupervised anomaly detection.
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Unterweger, Harald, and Markus Kettler. "Design of composite columns based on Eurocode – comparison between general and simplified methods." In 12th international conference on ‘Advances in Steel-Concrete Composite Structures’ - ASCCS 2018. Universitat Politècnica València, 2018. http://dx.doi.org/10.4995/asccs2018.2018.7064.

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In this paper, the results of a comprehensive parametric study for the member capacity of columns subjected to axial forces on the one hand and axial forces plus bending moments on the other hand are presented, considering all relevant types of composite sections: a) concrete encased sections, b) partially encased sections, c) concrete filled rectangular and circular tubes. Different steel grades and concrete strength classes are also considered. Firstly, the different methods of design in the Eurocode are briefly summed up: a) simplified method, based on buckling curves, for axial forces only, b) simplified method, based on a section verification with 2nd order moments, including equivalent geometric imperfections, c) a general method, based on geometrical and material nonlinear calculations with 3D-FEM-models. In the main part of the paper, the buckling resistance of the columns, based on these 3 methods, are compared, over the whole range of relative slenderness, for different section types, material strengths and type of loading (N, N + Mz, N + My). Also in the case of columns subjected to bending moments about the strong axis and axial forces, buckling about both axis is studied in detail.
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Papadimitriou, Dimitrios I., Zissimos P. Mourelatos, and Zhen Hu. "Reliability Analysis Using Second-Order Saddlepoint Approximation and Mixture Distributions." In ASME 2018 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2018. http://dx.doi.org/10.1115/detc2018-85267.

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This paper proposes a new second-order Saddlepoint Approximation (SOSA) method for reliability analysis of nonlinear systems with correlated non-Gaussian and multimodal random variables. The proposed method overcomes the limitation of current available SOSA methods which are applicable to problems with only Gaussian random variables, by employing a Gaussian Mixture Model (GMM). The latter is first constructed using the Expectation Maximization (EM) method to approximate the joint probability density function of the input variables. Expressions of the statistical moments of the response variables are then derived using a second-order Taylor expansion of the limit-state function and the GMM. The standard SOSA method is finally integrated with the GMM to effectively analyze the reliability of systems with correlated non-Gaussian random variables. The accuracy of the proposed method is compared with existing methods including a SOSA based on Nataf transformation. Numerical examples demonstrate the effectiveness of the proposed approach.
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Mutz, Alexander, and Manfred Schaaf. "Comparison Between Different Calculation Methods for Determining Bolting Up Moments." In ASME 2016 Pressure Vessels and Piping Conference. American Society of Mechanical Engineers, 2016. http://dx.doi.org/10.1115/pvp2016-63096.

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There are several different standards for flange calculation used in the European and so in the Suisse context. The European Standard EN 1591-1 that is used for the calculation of bolted flanged joints and EN 13555 in which the determination of the required gasket characteristics are defined were reissued in 2013 and in 2014, respectively. The ASME BPVC, Section III, Appendix 11 regulates the flange calculation for class 2 and 3 components in Suisse nuclear power plants it is also used for class 1 flange connections. A standard for the determination of the required gasket characteristics is not well established which leads to a lack of clarity. As a hint, different m and y values for different kind of gaskets are invented in ASME BPVC Section III. As cited in the Note of table XI-3221.1-1 the values m and y are not mandatory. In Switzerland, mainly the ASME BPVC should be used for the calculation of flange connections. The aim of the ASME Code is more or less not the tightness of the flanges but the integrity. Therefore, stresses are derived for dimensioning the flanges. Following loads are not considered neither for calculation of stresses nor for calculation of tightness. Considering the experience with flanges in general it could be asked, if it is more useful to look at the tightness than at the stresses. The codes KTA 3201.2 and KTA 3211.2 regulate the calculation of flange connections in German nuclear power plants. Stresses in floating type and in metal-to-metal contact type of flange connections and the tightness are calculated for the different load cases. In this paper, the differences in the calculations are shown between KTA 3211.2, ASME BPVC, Section III, Appendix 11, EN 1591-1 and Finite element calculations. In all load cases leakage shouldn’t occur. Therefore, internal pressure and temperature in test and operational conditions after bolting-up are also considered for the stress calculation if it is possible in the calculation algorithm.
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Shirahatti, Uday S., and Pollapragada K. Raju. "A Variational Method for Solving Vibration Problems." In ASME 1993 Design Technical Conferences. American Society of Mechanical Engineers, 1993. http://dx.doi.org/10.1115/detc1993-0253.

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Abstract Rayleigh-Ritz and Galerkin methods are frequently used in engineering to solve boundary value and eigenvalue problems. The success in applying these methods depends entirely on the construction of a variational entity called the functional, and the choice of a system of elements known as the basis functions. This in some cases greatly narrows down the class of problems to which the above methods may be applied. Here, we present a specific but sufficiently general method known as the Methods of Moments for constructing the elements going into the expansion of the approximate solution. The Method of Moments has been shown to posses the capability of generating the basis functions successfully. The Method of Moments in its various forms has been widely used in electromagnetism. Due to generality involved in the construction of these basis functions, the Method of Moments may be readily used to solve a large variety of problems arising in discrete as well as continuous vibrating systems. This idea forms the central theme of this article.
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Drovnikov, A. N., and B. Yu Kalmykov. "ADAPTIVE DISTRIBUTION OF MOMENTS BETWEEN MODULES OF AGRICULTURAL TRANSPORT AND TECHNOLOGY MACHINES." In STATE AND DEVELOPMENT PROSPECTS OF AGRIBUSINESS. DSTU-PRINT, 2020. http://dx.doi.org/10.23947/interagro.2020.1.504-508.

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This article discusses a generalized model of a typical technological process of agricultural machinery, which is a multidimensional object subjected to random influences, with a complex relationship of input and output parameters. The study of adaptive torque distributors (AWP). Their structure has been studied, the ultimate goal of which is not so much analysis as synthesis of general or typical workstation structures. Such a generalization of the representation of AWP structures should be combined with a sufficient certainty of the notation and the effectiveness of practical use, including design variability and ease of use of design methods of design.
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Savery, Richard, Madhukesh Ayyagari, Keenan R. May, and Bruce N. Walker. "Soccer Sonification: Enhancing Viewer Experience." In ICAD 2019: The 25th International Conference on Auditory Display. Department of Computer and Information Sciences, Northumbria University, 2019. http://dx.doi.org/10.21785/icad2019.037.

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We present multiple approaches to soccer sonification, focusing on enhancing the experience for a general audience. For this work, we developed our own soccer data set through computer vision analysis of footage from a tactical overhead camera. This data set included X, Y, coordinates for the ball and players throughout, as well as passes, steals and goals. After a divergent creation process, we developed four main methods of sports sonification for entertainment. For the Tempo Variation and Pitch Variation methods, tempo or pitch is operationalized to demonstrate ball and player movement data. The Key Moments method features only pass, steal and goal data, while the Musical Moments method takes ex-isting music and attempts to align the track with important data points. Evaluation was done using a combination of qualitative focus groups and quantitative surveys, with 36 participants completing hour long sessions. Results indicated an overall preference for the Pitch Variation and Musical Moments methods, and revealed a robust trade-off between usability and enjoyability.
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Mair, David. "Demonstrating Leak Tight Joints During Piping Design." In ASME 2011 Pressure Vessels and Piping Conference. ASMEDC, 2011. http://dx.doi.org/10.1115/pvp2011-57923.

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Pipe stressing programs will often show that the selected class of flange is not capable of accommodating the applied piping moments. In this case, unless a higher class of flange is chosen or the piping layout changed to reduce the flange moments, the pipe stressing program will indicate that the piping does not meet all of the requirements of the piping code. If the moments acting on the flange cannot be reduced, must a higher class of flange be chosen or are there other flange analysis techniques that can be used to show that the moments are not excessive? This paper compares a range of flange analysis techniques to investigate the bending moments that may be accommodated; both from a flange stress and from a flange leakage point of view. The objective of the work is to illustrate the variations in computed results and to help the piping designer choose an appropriate method for assessing flange moments. There is a multitude of different flange configurations considering combinations of flange type, size, class, schedule, gasket and the results of any comparison will be affected by many other parameters such as pressure, temperature and bolt pretension. The comparisons have thus been limited to a range of commonly used flange configurations in sizes up to 12 inch in an attempt to draw some general conclusions about the various assessment methods.
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Liu, Yang, Chad Rollins, Nam Dinh, and Hong Luo. "Sensitivity Analysis of Interfacial Momentum Closure Terms in Two Phase Flow and Boiling Simulations Using MCFD Solver." In ASME 2017 Heat Transfer Summer Conference. American Society of Mechanical Engineers, 2017. http://dx.doi.org/10.1115/ht2017-4963.

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In this paper, a general workflow for the global Sensitivity Analysis (SA) has been proposed based on the coupling of VUQ toolkit DAKOTA and Multiphase Computational Fluid Dynamics (MCFD) solver boilEulerFoam. A surrogate model is first constructed based on sampling simulations from boilEulerFoam. This surrogate is based on Gaussian Processes Model (GPM) and is validated and proved to have good properties. The Morris Screening method is then applied based on the surrogate to those interfacial momentum closure terms for SA, including drag, lift, turbulent dispersion, wall lubrication, and virtual mass. Two different cases are considered, one is on low-pressure adiabatic flow, and the other is on high pressure boiling flow. Each case has its experimental background with data support. The radial void fraction distribution, gas velocity, relative velocity and liquid temperature (only for high pressure boiling case) are chosen as the Quantities of Interest (QoIs) which are of key interests for two-phase flow simulation and boiling crisis prediction. The interfacial force coefficient of each closure term is chosen as the input parameter. For the boiling case, the bubble diameter effect is also analyzed. Three remarks are drawn from this work on SA. First, it demonstrates the feasibility of surrogate model in the VUQ work for models in MCFD solver. The computational cost can be significantly reduced by employing the surrogate model. Secondly, through the Morris Sensitivity measurements, the importance of interfacial forces on different QoIs and regions can be analyzed and ranked for the two cases. Such analysis is also helpful for further model parameter calibration. Last but not least, the limitation of current work and the desired future work are discussed.
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