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Tytuł:
Algorithms for regression analysis.
Autorzy:
Bartkowiakowa, A.
Powiązania:
https://bibliotekanauki.pl/articles/748064.pdf
Data publikacji:
1976
Wydawca:
Polskie Towarzystwo Matematyczne
Tematy:
62J05
Opis:
Artykuł nie zawiera streszczenia
This is a superficial review of basic problems in linear regression analysis. The discussion is numerically oriented; it covers estimation of regression coefficients, tests of various hypotheses about them, and selection of the best subset of explanatory variables. For a comprehensive study of the selection problem and other closely related topics, see the recent survey article by R. R. Hocking [Biometrics 32 (1976), no. 1, 1–49; MR0398008]. (MR0448720)
Źródło:
Mathematica Applicanda; 1976, 4, 7
1730-2668
2299-4009
Pojawia się w:
Mathematica Applicanda
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Management of financial risks in Slovak enterprises using regression analysis
Autorzy:
Valaskova, Katarina
Kliestik, Tomas
Kovacova, Maria
Powiązania:
https://bibliotekanauki.pl/articles/18799016.pdf
Data publikacji:
2018
Wydawca:
Instytut Badań Gospodarczych
Tematy:
financial risk
default
bankruptcy
regression model
Opis:
Research background: Financial risk management is the task of monitoring financial risks and managing their impact. Financial risk is often perceived as the risk that a company may default on its debt payments. The issue of the debt, default or prosperity of the company are presented in the article as one of the ways of the risk management. A prediction of corporate default is an inseparable element of the risk management. Mainly the consequences of risk are the engine of research and development of methods and models, which enable to predict economic and financial situation in specific conditions of global economies. Purpose of the article: The main aim of the presented article is to assess financial risks of Slovak entities, realized by the identification of significant factors and determinants affecting the prosperity of Slovak companies. Methods: To conduct the research we have used the data of Slovak enterprises, obtained from annual financial reports covering the year 2015 and the calculated financial ratios of profitability, activity, liquidity and indebtedness that may affect the financial health of the company were applied in the regression analysis. Realizing the multiple regression analysis, the statistically significant determinants that affect the future financial development of the company are identified, as well as the regression model of the bankruptcy prediction. Findings & Value added: In the research aimed at the management of financial risks in Slovak enterprises, we focused on the revelation of significant economic risk factors using multiple regression. The results suggest that the most significant predictors are net return on capital, cash ratio, quick ratio, current ratio, net working capital, RE/TA ratio, current debt ratio, financial debt ratio and current assets turnover based on which the decision about the future company default can be made. These factors are significant enough to manage financial risks and to affect the profitability and prosperity of the company.
Źródło:
Oeconomia Copernicana; 2018, 9, 1; 105-121
2083-1277
Pojawia się w:
Oeconomia Copernicana
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Regression Analysis of Principal Dimensions and Speed of Aircraft Carriers
Autorzy:
Bi, J. Y.
Zong, Z.
Powiązania:
https://bibliotekanauki.pl/articles/260246.pdf
Data publikacji:
2014
Wydawca:
Politechnika Gdańska. Wydział Inżynierii Mechanicznej i Okrętownictwa
Tematy:
aircraft carriers
speed
principal dimensions
regression
variance
Opis:
In this paper empirical formulas relating the speed to principal dimensions of aircraft carriers have been obtained through regression analysis of the data of 105 aircraft carriers. To reduce uncertainty as much as possible, aircraft carriers are classified into several different categories. In each category, regression analysis is separately performed such that a variety of regression (empirical) formulas have thus been obtained for possible use at the initial design stage of a carrier. The goodness of fit of these formulas is finally analyzed through variance analysis.
Źródło:
Polish Maritime Research; 2014, 1; 35-41
1233-2585
Pojawia się w:
Polish Maritime Research
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Redescending M-estimators in regression analysis, cluster analysis and image analysis
Autorzy:
Müller, Christine
Powiązania:
https://bibliotekanauki.pl/articles/729806.pdf
Data publikacji:
2004
Wydawca:
Uniwersytet Zielonogórski. Wydział Matematyki, Informatyki i Ekonometrii
Tematy:
redescending M-estimator
regression
breakdown point
optimality
cluster analysis
image analysis
kernel estimator
Opis:
We give a review on the properties and applications of M-estimators with redescending score function. For regression analysis, some of these redescending M-estimators can attain the maximum breakdown point which is possible in this setup. Moreover, some of them are the solutions of the problem of maximizing the efficiency under bounded influence function when the regression coefficient and the scale parameter are estimated simultaneously. Hence redescending M-estimators satisfy several outlier robustness properties. However, there is a problem in calculating the redescending M-estimators in regression. While in the location-scale case, for example, the Cauchy estimator has only one local extremum this is not the case in regression. In regression there are several local minima reflecting several substructures in the data. This is the reason that the redescending M-estimators can be used to detect substructures in data, i.e. they can be used in cluster analysis. If the starting point of the iteration to calculate the estimator is coming from the substructure then the closest minimum corresponds to this substructure. This property can be used to construct an edge and corner preserving smoother for noisy images so that there are applications in image analysis as well.
Źródło:
Discussiones Mathematicae Probability and Statistics; 2004, 24, 1; 59-75
1509-9423
Pojawia się w:
Discussiones Mathematicae Probability and Statistics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
THE APPLICATION OF REGRESSION ANALYSIS IN TESTING UNCOVERED INTEREST RATE PARITY
Autorzy:
Kisielińska, Joanna
Czech, Katarzyna
Powiązania:
https://bibliotekanauki.pl/articles/453467.pdf
Data publikacji:
2013
Wydawca:
Szkoła Główna Gospodarstwa Wiejskiego w Warszawie. Katedra Ekonometrii i Statystyki
Tematy:
uncovered interest rate parity
exchange rate
linear regression model
Opis:
The aim of the paper is to evaluate and compare two linear regression models proposed by Froot and Frankel (1989) and to show their application in verification of the uncovered interest rate parity (UIP) hypothesis in the selected ten exchange rate markets. The paper shows that both models proposed by Froot and Frankel (1989) are formally equivalent, but they may give different regression results. Many researchers claim that uncovered interest rate parity tends to hold more frequently in emerging markets than in developed economies. The paper is focused on five developed and five emerging economies. It is partly confirmed that developing countries work better in terms of UIP.
Źródło:
Metody Ilościowe w Badaniach Ekonomicznych; 2013, 14, 1; 232-242
2082-792X
Pojawia się w:
Metody Ilościowe w Badaniach Ekonomicznych
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
On Regression Analysis under Heterogenous Observations
0 analizie regresji w warunkach niejednorodności obserwacji
Autorzy:
Nowak, Edward
Powiązania:
https://bibliotekanauki.pl/articles/906256.pdf
Data publikacji:
1992
Wydawca:
Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
Źródło:
Acta Universitatis Lodziensis. Folia Oeconomica; 1992, 123
0208-6018
2353-7663
Pojawia się w:
Acta Universitatis Lodziensis. Folia Oeconomica
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Informal Housing in Greece: A Multinomial Logistic Regression Analysis at the Regional Level
Autorzy:
POLYZOS, Serafeim
MINETOS, Dionysios
Powiązania:
https://bibliotekanauki.pl/articles/623885.pdf
Data publikacji:
2014-01-22
Wydawca:
Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
Tematy:
informal housing
land use changes
multinomial logistic regression
housing policy
Greece
Opis:
This paper deals with the primary causes of informal housing in Greece as well as the observed differentiations in informal housing patterns across space. The spatial level of analysis is the prefectural administrative level. The results of the multinomial logistic regression analysis indicate that Greek prefectures differ in the way they experience the informal housing phenomenon. An explanation for the observed differences may be the separate development paths followed and the diverse range of economic activities in each prefecture. The Greek state has not made provisions for creating the necessary ‘urban land stock’ in each prefecture, so that everyone interested can find land parcels at an affordable price. On the contrary, the state encourages the informal housing activity by legalizing large areas of such activity sporadically and by introducing legislative initiatives of limited success in dealing with the problem.
Źródło:
European Spatial Research and Policy; 2013, 20, 2
1231-1952
1896-1525
Pojawia się w:
European Spatial Research and Policy
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Use of regression analysis for comparative evaluation of accident hazard in Poland, by regions
Autorzy:
Prochowski, L.
Gidlewski, M.
Dąbrowski, F.
Powiązania:
https://bibliotekanauki.pl/articles/246586.pdf
Data publikacji:
2017
Wydawca:
Instytut Techniczny Wojsk Lotniczych
Tematy:
regression analysis
road accidents
accident hazard by regions
Opis:
Calculations carried out made it possible to characterize changes in the accident hazard, in numerical terms, based on the course of the regression line. An analysis of the distribution, by regions, of the accident hazard and, above all, the showing of changes in this hazard is an important contribution to the actions taken to improve the road transport system. The rate of decrease in the number of accidents undergoes changes, which are particularly conspicuous in some voivodships (provinces) against the background of the general process of decline in the nationwide number of accidents. A graph to characterize this hazard has been presented, plotted with taking into account the changes in the number of accidents, recorded in monthly steps for a period of 7 years. The rate of these changes was also evaluated, in medium-term and short-term intervals. The calculation results were used to ascertain whether a decline in the total number of accidents in Poland is accompanied by similar changes taking place in individual regions. The symptoms of increasing share of the number of accidents that occur in a few regions in the total number of accidents taking place in Poland may be a cause for alarm.
Źródło:
Journal of KONES; 2017, 24, 4; 255-264
1231-4005
2354-0133
Pojawia się w:
Journal of KONES
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Modelling of investment development of national economy of Ukraine on basis of regression analysis
Autorzy:
Kuzmin, O.
Pyrog, O.
Powiązania:
https://bibliotekanauki.pl/articles/411317.pdf
Data publikacji:
2013
Wydawca:
Polska Akademia Nauk. Oddział w Lublinie PAN
Tematy:
modeling
investment development
national economy
Ukraine
postindustrial society
regression analysis
Opis:
The article considers the results of modeling of investment development of national economy of Ukraine during 2001-2011 on basis of regression analysis. Determine the influence of the investment to economic development of national economy of Ukraine. Sectors of national economy divided to three groups of level of investment impact to economic development.
Źródło:
ECONTECHMOD : An International Quarterly Journal on Economics of Technology and Modelling Processes; 2013, 2, 3; 47-52
2084-5715
Pojawia się w:
ECONTECHMOD : An International Quarterly Journal on Economics of Technology and Modelling Processes
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
The application of regression analysis for estimating the market value of commercial real estate
Autorzy:
Banaś, Marek
Czaja, Józef
Dąbrowski, Janusz
Powiązania:
https://bibliotekanauki.pl/articles/2055776.pdf
Data publikacji:
2022
Wydawca:
Akademia Górniczo-Hutnicza im. Stanisława Staszica w Krakowie. Wydawnictwo AGH
Tematy:
economic valuation
market analysis
commercial real estate
Opis:
The transaction price of a land property with commercial buildings depends on both its quantitative and qualitative attributes. Quantitative attributes include surface areas of plots of land and usable floor spaces of premises and buildings with various intended purposes, as well as values of rents. Qualitative attributes are represented by the global attributes of these properties. In the analysis of the land property market with commercial buildings, all pairs that relate a transaction price to individual attributes are considered. The market value prediction is based on multiple regression analysis for a two-dimensional random variable, represented by the price and the predetermined attribute. The final market value of the property being valued is calculated as the weighted average of the market values predicted for each attribute. This research paper presents the procedure for determining the market value of land with commercial buildings, which falls within the method of statistical analysis of the market. The derived formulas and substantively justified algorithms may be the basis for market analysis and estimation of the market value of such land. This procedure has been thoroughly verified using two practical numerical examples.
Źródło:
Geomatics and Environmental Engineering; 2022, 16, 1; 17--35
1898-1135
Pojawia się w:
Geomatics and Environmental Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Wielokrotna testowa procedura krocząca w analizie regresji
The Multiple Stepwise Procedure in Regression Analysis
Autorzy:
Parys, Dariusz
Powiązania:
https://bibliotekanauki.pl/articles/906580.pdf
Data publikacji:
2002
Wydawca:
Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
Tematy:
liniowy model regresji
testowanie wielokrotne
procedury kroczące
Opis:
The multiple procedure for stepwise regression analysis presented in this paper is based on traditional methods, such as F-lest and test of partial correlations. This procedure, having multiple testing character, keeps the multiple significance level at a predetermined value, at least approximately. This approach a way of dealing with, and reporting includes the dependencies among the explanatory variables, including their impact on the dependent one the procedure suggested in this paper does not introduce any new tests of call for any new distributions.
Procedura wielokrotna krocząca jest oparta na tradycyjnych testach z analizy regresji takich jak testy F oraz testy korelacji cząstkowej. Nowa procedura utrzymuje wielokrotny poziom istotności na poziomie wcześniej ustalonym. Procedura ta nie wymaga nowych rozkładów i tablic wartości krytycznych, a jednocześnie jako procedura wielokrotna w przypadku odrzucenia hipotezy zerowej pozwala na wykrycie zależności, które i w jakim stopniu ze zmiennych zależnych X są skorelowane ze zmienną zależną Y.
Źródło:
Acta Universitatis Lodziensis. Folia Oeconomica; 2002, 162
0208-6018
2353-7663
Pojawia się w:
Acta Universitatis Lodziensis. Folia Oeconomica
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Predictive factors for preeclampsia in pregnant women: a unvariate and multivariate logistic regression analysis
Autorzy:
Direkvand-Moghadam, Ashraf
Khosravi, Afra
Sayehmiri, Kourosh
Powiązania:
https://bibliotekanauki.pl/articles/1039684.pdf
Data publikacji:
2012
Wydawca:
Polskie Towarzystwo Biochemiczne
Tematy:
preeclampsia
risk factors
independent predictive factors
Opis:
Introduction: Several risk factors have been used to predict preeclampsia. The role of some risk factors as predictors associated with preeclampsia among Iranian women was analyzed in the present study using logistic regression. Materials and Methods: 610 women attending the obstetric ward of Mustafa hospital in Ilam were enrolled in this study. Demographic variables such as age, Body Mass Index (BMI), medical and obstetrics variables such as education, number of pregnancy, abortion and parity from May to September 2010 were analyzed. We used the unvaried and multiple logistic regression analyses to predict preeclampsia. Results: The history of preeclampsia, hypertension, and infertility showed to be good independent predicator variables for preeclampsia using multivariate logistic regression analysis (OR was 5.46, 2.34 and 3.07 respectively). Area Under the Receiver Operation Character (AUROC) was estimated to be 0.67 (95% CI 0.59-0.67, p<0.01) indicating the efficacy of the model for the prediction. Conclusion: The history of preeclampsia, hypertension and infertility predict preeclampsia with an increased odds ratio. Using such variables in regression analysis can help to diagnose preeclampsia beforehand and hence allow timely intervention.
Źródło:
Acta Biochimica Polonica; 2012, 59, 4; 673-677
0001-527X
Pojawia się w:
Acta Biochimica Polonica
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Uncertainty analysis of production in open pit mines – operational parameter regression analysis of mining machinery
Autorzy:
Lanke, A. A.
Ghodarati, B.
Hoseinie, S. H.
Powiązania:
https://bibliotekanauki.pl/articles/88986.pdf
Data publikacji:
2016
Wydawca:
Politechnika Wrocławska. Wydział Geoinżynierii, Górnictwa i Geologii. Instytut Górnictwa
Tematy:
mine production
availability
utilization
regression
Opis:
In mining uncertainties related to equipment and operation are major reasons for loss of production. In order to address this issue, a wide literature review was done in this study. It showed that reliability of equipment, spare part availability, automation of equipment are researched areas focused. However, a methodology which relates operational issues directly to production levels has been not studied with detailed analysis. In order to overcome this issue and propose, a method to achieve production assurance is the objective of this study. A case study with 2.5 years of data from a large open pit mine is carried out. Following the statistical principles, multiple regressions modelling with details analysis, optimization of payload and interpretation of analysis are used. It showed that at system level availability, utilization and maximum capacities are important criteria for finding root cause in loss of production. Model for shovel fleet showed that availability is the most important characteristics hindering it to achieve a higher level of production. It was also seen that 3 to 4 number of shovels are optimal for achieving current level of production. For truck fleet model represented that capacities involved are less important factor as compared to the utilization of the fleet.
Źródło:
Mining Science; 2016, 23; 147-160
2300-9586
2353-5423
Pojawia się w:
Mining Science
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Determination of the calcium sulfate hemihydrate content by regression analysis using the initial setting time
Autorzy:
Li, Bing
Powiązania:
https://bibliotekanauki.pl/articles/231074.pdf
Data publikacji:
2020
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
gips
modyfikacja
czas wiązania
analiza regresji
hemihydrat siarczanu wapnia
gypsum
modification
setting time
regression analysis
calcium sulfate hemihydrate
Opis:
In this paper, we randomly select 75 sets data of calcium sulfate hemihydrate (CSH) content and initial setting time, and the traditional test method of CSH and analyses initial setting time was used by complexometric titration. So the close relationship between them was studied in depth, which classification fitting data to be analyzed by regression analysis. The result shows that this regression analysis method can accurately determine CSH content in modified industrial by-product gypsum. The determination method has the advantages of simplification and rapid operation. As well as, the XRF quantitative analytical method was used to test the CSH content, which verified the accuracy of regression analysis method. The results also show that this method has high accuracy, and can simplify the traditional experimental process. The method developed is easier and more convenient and has broad prospects in application.
Źródło:
Archives of Civil Engineering; 2020, 66, 2; 421-437
1230-2945
Pojawia się w:
Archives of Civil Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Friction modeling of Al-Mg alloy sheets based on multiple regression analysis and neural networks
Autorzy:
Lemu, H. G.
Trzepieciński, T.
Kubit, A.
Fejkiel, R.
Powiązania:
https://bibliotekanauki.pl/articles/102791.pdf
Data publikacji:
2017
Wydawca:
Stowarzyszenie Inżynierów i Techników Mechaników Polskich
Tematy:
friction coefficient
friction
GRNN
neural networks
RBF network
sheet metal forming
Opis:
This article reports a proposed approach to a frictional resistance description in sheet metal forming processes that enables determination of the friction coefficient value under a wide range of friction conditions without performing time-consuming experiments. The motivation for this proposal is the fact that there exists a considerable amount of factors affect the friction coefficient value and as a result building analytical friction model for specified process conditions is practically impossible. In this proposed approach, a mathematical model of friction behaviour is created using multiple regression analysis and artificial neural networks. The regression analysis was performed using a subroutine in MATLAB programming code and STATISTICA Neural Networks was utilized to build an artificial neural networks model. The effect of different training strategies on the quality of neural networks was studied. As input variables for regression model and training of radial basis function networks, generalized regression neural networks and multilayer networks the results of strip drawing friction test were utilized. Four kinds of Al-Mg alloy sheets were used as a test material.
Źródło:
Advances in Science and Technology. Research Journal; 2017, 11, 1; 48-57
2299-8624
Pojawia się w:
Advances in Science and Technology. Research Journal
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Relationship between Mindful Attention Awareness and Cognitive Flexibility among Pre-Service Teachers: A Regression Analysis
Autorzy:
Kaur, Birender
Powiązania:
https://bibliotekanauki.pl/articles/29520779.pdf
Data publikacji:
2024-03-31
Wydawca:
Wydawnictwo Adam Marszałek
Tematy:
cognitive flexibility
mindful attention
awareness
pre-service teachers
Opis:
The main purpose of this study is to explore the predictive ability of mindful attention awareness towards cognitive flexibility among pre-service teachers. A descriptive survey approach was employed. The purposive sample method is employed to collect data from 100 pre-service teachers pursuing a Bachelor of Education from the public university of Kurukshetra. The Cognitive Flexibility Inventory by Denis and Vander (2010) and the Mindful Attention Awareness scale by Brown and Ryan were used for data collection. Statistical analysis indicated (i) mindful attention awareness is significantly and positively correlated with cognitive flexibility (ii) mindful attention awareness explains 30.6% of the cognitive flexibility among pre-service teachers. Education implications are further discussed.
Źródło:
The New Educational Review; 2024, 75; 217-227
1732-6729
Pojawia się w:
The New Educational Review
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Jak Polacy poszukują pracy? – analiza logitowa
How do the Polish People Seek Work? – Logistic Regression Analysis
Autorzy:
Kubiak, Paweł
Powiązania:
https://bibliotekanauki.pl/articles/596437.pdf
Data publikacji:
2017
Wydawca:
Łódzkie Towarzystwo Naukowe
Tematy:
bezrobocie
poszukiwania pracy
metody poszukiwań pracy
unemployment
job search
job search methods
Opis:
Modele poszukiwań na rynku pracy traktują proces poszukiwania pracy jako inwestycję w zdobywanie informacji o możliwościach uzyskania zatrudnienia. Podejmowane działania wymagają ponoszenia określonych kosztów i nakładów w celu znalezienia najlepszych warunków zatrudnienia. W artykule podejmuję próbę identyfikacji czynników mających wpływ na prawdopodobieństwo znalezienia pracy przez osoby bezrobotne. Badanie przeprowadzam w oparciu o dane jednostkowe pochodzące z BAEL. Tworzę panel, w którym każda jednostka obserwowana jest w czterech momentach. Zabieg taki pozwala określić wpływ wybranych czynników na poszukiwania pracy oraz ustalić, jak zmienia się ich znaczenie wraz z wydłużaniem się okresu poszukiwań. Wyniki badań wskazują, że takie cechy respondentów, jak płeć, wiek, stan cywilny, wykształcenie, posiadane doświadczenie zawodowe aproksymowane stażem pracy i zawodem wykonywanym w przeszłości, miejsce zamieszkania oraz podejmowane działania w celu znalezienia zatrudnienia istotnie różnicują prawdopodobieństwo znalezienia pracy przez osoby bezrobotne, a siła ich oddziaływania zmienia się wraz z wydłużaniem się okresu poszukiwań.
The job search models treat the search process as the way to collect information about the job offers. The search process is time and resource consuming. The agents bear theses costs to find the most suitable job postings. In this study, I try to identify factors that determine the probability of the job offer encountering by the unemployed individuals. I use individual LFS data and create a panel in which each individual is observed 4 times. I analyse the impact of particular factor and test whether their importance is time varying. The results prove that sex, age, marital status, place of residence and applied search methods diversify likelihood of a job match. Moreover, the impact of particular factors changes long the unemployment duration.
Źródło:
Studia Prawno-Ekonomiczne; 2017, 103; 193-202
0081-6841
Pojawia się w:
Studia Prawno-Ekonomiczne
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Zastosowanie analizy regresji w reprezentacyjnych badaniach społeczno-gospodarczych
Application of regression analysis in socio-economic sample surveys
Autorzy:
Raczkiewicz, Dorota
Powiązania:
https://bibliotekanauki.pl/articles/424803.pdf
Data publikacji:
2016
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
regression analysis
sample surveys
complex sample
Opis:
The aim of the article is to present how to carry out the classical and logistic regression analyses in sample surveys, describing the socio-economic phenomena, to which complex a sample was drawn. The object of the study are households in Poland, surveyed in the household budgets survey, conducted annually by the Central Statistical Office. The essence of the methods analysis of complex samples is based on taking into account an appropriate design sampling scheme in the estimation which includes stratification, weigh-ing, multistage sampling and adjustments for non-sampling errors. Parameters’ estimates and their variances’ estimates which measure the precision of the parameters’ estimates are different when using appropriate procedures for complex samples from the results which would be obtained if the procedures for simple sample were used. The SAS procedures for regression from complex samples were applied. It was possible due to the significant advances in computational techniques including the development of modeling software as well as increase its availability to users.
Źródło:
Econometrics. Ekonometria. Advances in Applied Data Analytics; 2016, 1 (51); 31-47
1507-3866
Pojawia się w:
Econometrics. Ekonometria. Advances in Applied Data Analytics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Prognostic factors in acute mesenteric ischemia and evaluation with multiple logistic regression analysis effecting morbidity and mortality
Autorzy:
Ozturk, Safak
Unver, Mutlu
Ozdemir, Murat
Bozbıyık, Osman
Turk, Yigit
Firat, Ozgur
Calıskan, Cemil
Powiązania:
https://bibliotekanauki.pl/articles/1391520.pdf
Data publikacji:
2021
Wydawca:
Index Copernicus International
Tematy:
acidosis
colectomy
logistic models
mesenteric ischemia
shock
short bowel syndrome
small intestine
Opis:
Background: Acute mesenteric ischaemia (AMI) is a catastrophic abdominal emergency characterized by sudden critical interruption to the intestinal blood flow which commonly leads to bowel infarction and death. AMI still has a poor prognosis with an in-hospital mortality rate of 50-69 %. This high mortality rate is related to the delay in diagnosis which is often diffucult and overlooked. Early intervention is crucial and the potential for intestinal viability. Methods: The charts of 140 patients who were hospitalazed with AMI between May 1997 and August 2013 in Ege University Faculty of Medicine, department of general surgery were retrospectively reviewed. Demographical and clinical features of patients determining the best predictors which effect on morbidity and mortality were evaluated by Multiple Logistic Regression analysis by Enter method after adjustment for all possible confounding factors. Results: After Multiple LR analysis by Enter method after adjustment for all possible confounding factors affecting morbidity; shock, exploration and stay in hospital were statistically significant. Age, cardiac comorbidities, ASA scores, the time delay between onset of acute abdominal pain to surgery, the presence of acidosis and shock, the involved organs (small bowel and both), type of surgery and medical treatment and small bowel length under 100 cm were statistically significant on mortality. Conclusion: Risk factors related to mortality and morbidity have been poorly analyzed due to lack of prospective studies and smaller number of patients. Early diagnosis generally depends on clinical awareness and suspicion. Age and time of delay between onset of acute abdominal pain to surgery longer than 24 hours are the most important parameters that predict the mortality for patients presenting with shock and acidosis.
Źródło:
Polish Journal of Surgery; 2021, 93, 1; 25-33
0032-373X
2299-2847
Pojawia się w:
Polish Journal of Surgery
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Studies of the Kinetics for Rhodium Adsorption onto Gallic Acid Derived Polymer: the Application of Nonlinear Regression Analysis
Autorzy:
Can, M.
Powiązania:
https://bibliotekanauki.pl/articles/1193890.pdf
Data publikacji:
2015-04
Wydawca:
Polska Akademia Nauk. Instytut Fizyki PAN
Tematy:
82.30.Hk
Opis:
The kinetic behaviors of solute adsorption at solid/solution interfaces of rhodium (III) complexes from chloride solutions (1 M HCl) onto gallic acid formaldehyde resol polymer were studied by batch mode. Kinetics was analyzed by the pseudo first-order, the pseudo second-order, the Elovich and the intraparticle diffusion kinetic equations using nonlinear regression analysis. The rate constants of four models were calculated. The Non-linear Chi-square analysis and correlation coefficients have been calculated in order to assess which model provides the best fitting predicted data with experimental results. The pseudo second-order equation provides the best fit to experimental data. The first initial kinetics is governed by the rate of surface reaction. When the adsorbed amount reaches about 95% of the equilibrium coverage in the first sixty minutes, it switches to another kinetics governed by the rate of intraparticle diffusion. The proposed adsorption of the aquachlororhodium (III) species mostly takes place via a ligand exchange mechanism.
Źródło:
Acta Physica Polonica A; 2015, 127, 4; 1308-1310
0587-4246
1898-794X
Pojawia się w:
Acta Physica Polonica A
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Construction and analysis of mathematical models of hydrodynamic forces and moment on the ships hull using multivariate regression analysis
Autorzy:
Kryvyi, O.
Miyusov, M. V.
Powiązania:
https://bibliotekanauki.pl/articles/2063993.pdf
Data publikacji:
2021
Wydawca:
Uniwersytet Morski w Gdyni. Wydział Nawigacyjny
Tematy:
mathematical model
hydrodynamic forces
ship's hull
multivariate regression analysis
hydrodynamic moment
fisher's criteria
student's criteria
hydrodynamic characteristics
Opis:
To analyse the existing mathematical models of hydrodynamic forces and moment on the ship's hull and build new effective ones, an approach based on multivariate regression analysis is suggested. As factors (regressors), various dimensionless ratios of the geometric parameters of the vessel, such as length, breadth, draught, and block coefficient, were taken. When analysing existing mathematical models of hydrodynamic derivatives and building new ones, the value of the multiple correlation coefficient R and the value of standard errors were estimated. The significance of the models and the significance of all factors (regressors) included in the model were assessed using Fisher's and Student's criteria. As a result, new adequate mathematical models have been obtained for hydrodynamic constants with a high degree of correlation and an excellent level of significance of regressors.
Źródło:
TransNav : International Journal on Marine Navigation and Safety of Sea Transportation; 2021, 15, 3; 854--864
2083-6473
2083-6481
Pojawia się w:
TransNav : International Journal on Marine Navigation and Safety of Sea Transportation
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Methods of calculating ship resistance on limited waterways
Autorzy:
Skupień, E.
Prokopowicz, J.
Powiązania:
https://bibliotekanauki.pl/articles/259720.pdf
Data publikacji:
2014
Wydawca:
Politechnika Gdańska. Wydział Inżynierii Mechanicznej i Okrętownictwa
Tematy:
ship resistance
inland waterways
regression analysis
Opis:
Nowadays predicting transportation costs is more and more important. Most significant part of inland navigation’s costs are the costs of fuel. Fuel consumption is related to operating conditions of ship’s propulsion system and its resistance. On inland waterways the ship resistance is strictly related to the depth of the waterway. There is a tendency to build a formula that allows its user to calculate the resistance of any inland waterway vessel, but researches claim that most of them are accurate only for particular types of ships and/or operating conditions. The paper presents selected methods of calculating ship resistance on inland waterways. These methods are examined for different types of ships and different conditions using results of model tests. The performed comparison enabled selecting the best option for pushboats and pushed barge trains, but also showed that any of the tested methods is good enough to be used for calculating the resistance of motor cargo vessels. For this reason, based on known equations and using the regression method, the authors have formulated a new method to calculate the resistance of motor cargo vessels on limited waterway. The method makes use of ship’s geometry and depth of waterway in relation to ship’s speed. Correlating the ship’s speed with its resistance and going further with fuel consumption, enables to calculate the costs of voyage depending on the delivery time. The comparison of the methods shows that the new equation provides good accuracy in all examined speed ranges and all examined waterway depths.
Źródło:
Polish Maritime Research; 2014, 4; 12-17
1233-2585
Pojawia się w:
Polish Maritime Research
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Regression and Correlation Analysis of Labour and Resource Productivity Indicators Compared within the V4 Countries
Autorzy:
Jílková, Eva
Říhová, Veronika
Powiązania:
https://bibliotekanauki.pl/articles/1826066.pdf
Data publikacji:
2017-12-31
Wydawca:
Uniwersytet Przyrodniczo-Humanistyczny w Siedlcach
Tematy:
Labour efficiency, Productivity, Correlation, Regression analysis, Trend analysis
Opis:
The paper is focused on the evaluation of labour and resource productivity compared within the Visegrad countries in the time period 2010 - 2015. The aim of the paper is to identify certain relations and connections between the indicators of labour and material resource productivity and compare the V4 countries from the perspective of these indices. The authors use the methods of the correlation and regression analysis and development trends
Źródło:
Zeszyty Naukowe Uniwersytetu Przyrodniczo-Humanistycznego w Siedlcach; 2017, 42, 115; 171-183
2082-5501
Pojawia się w:
Zeszyty Naukowe Uniwersytetu Przyrodniczo-Humanistycznego w Siedlcach
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
The Effect of Lagos State Government Expenditure on Maternal Mortality Ratio
Autorzy:
Abdulahi, Musodiq Adewale
Adegbite, Fadhilat Motunrayo
Powiązania:
https://bibliotekanauki.pl/articles/2122386.pdf
Data publikacji:
2019
Wydawca:
Polska Akademia Nauk. Czytelnia Czasopism PAN
Tematy:
Maternal mortality
government expenditure
regression analysis
Opis:
Maternal mortality has posed a great problem in the health sector of most African countries. Nigeria’s maternal mortality ratio remains high despite efforts made to meet millennium development goal 5 (MDG5). This study used the Lagos state community health survey 2011 and the Lagos state health budget allocations 2011 to examine the effect of government expenditure on maternal mortality ratio. Factors like inadequate transportation facilities, lack of awareness, inadequate infrastructures, which contribute to high maternal mortality rate, can be traced back to revenue though under different ministries. The other ministries need to work and support the ministry of health in the fight against maternal, especially in Lagos state. Secondary data was compiled from the state budget, records of death in different local governments in the state and relevant reviewed literature. Regression analysis was used to analyze the hypothesis and it was discovered that government expenditure does not have a significant effect on maternal mortality based on the R-square coefficient. However, correlation coefficient gives a contrasting result. Hence, further research work, government expenditure from other local government areas need to be taken into consideration to arrive at a valid conclusion. It is difficult to ascertain how much of the revenue allocated was put to appropriate use, due to a high level of corruption.
Źródło:
Polish Psychological Bulletin; 2019, 50, 3; 247-253
0079-2993
Pojawia się w:
Polish Psychological Bulletin
Dostawca treści:
Biblioteka Nauki
Artykuł
Wyświetlanie 1-25 z 369

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