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Wyświetlanie 1-15 z 58
Tytuł:
On inconsistency of Hellwigs variable choice method in regression models
Autorzy:
Bednarski, Tadeusz
Borowicz, Filip
Powiązania:
https://bibliotekanauki.pl/articles/729650.pdf
Data publikacji:
2009
Wydawca:
Uniwersytet Zielonogórski. Wydział Matematyki, Informatyki i Ekonometrii
Tematy:
model choice
econometric modeling
Opis:
It is shown that a popular variable choice method of Hellwig, which is recommended in the Polish econometric textbooks does not enjoy a very basic consistency property. It means in particular that the method may lead to rejection of significant variables in econometric modeling. A simulation study and a real data analysis case are given to support theoretical results.
Źródło:
Discussiones Mathematicae Probability and Statistics; 2009, 29, 1; 41-51
1509-9423
Pojawia się w:
Discussiones Mathematicae Probability and Statistics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Machine learning and traditional econometric models : a systematic mapping study
Autorzy:
Pérez-Pons, María E.
Parra-Dominguez, Javier
Omatu, Sigeru
Herrera-Viedma, Enrique
Corchado, Juan Manuel
Powiązania:
https://bibliotekanauki.pl/articles/2147125.pdf
Data publikacji:
2022
Wydawca:
Społeczna Akademia Nauk w Łodzi. Polskie Towarzystwo Sieci Neuronowych
Tematy:
machine learning
econometric models
regression
prediction
Opis:
Machine Learning (ML) is a disruptive concept that has given rise to and generated interest in different applications in many fields of study. The purpose of Machine Learning is to solve real-life problems by automatically learning and improving from experience without being explicitly programmed for a specific problem, but for a generic type of problem. This article approaches the different applications of ML in a series of econometric methods. Objective: The objective of this research is to identify the latest applications and do a comparative study of the performance of econometric and ML models. The study aimed to find empirical evidence for the performance of ML algorithms being superior to traditional econometric models. The Methodology of systematic mapping of literature has been followed to carry out this research, according to the guidelines established by [39], and [58] that facilitate the identification of studies published about this subject. Results: The results show, that in most cases ML outperforms econometric models, while in other cases the best performance has been achieved by combining traditional methods and ML applications. Conclusion: inclusion and exclusions criteria have been applied and 52 articles closely related articles have been reviewed. The conclusion drawn from this research is that it is a field that is growing, which is something that is well known nowadays and that there is no certainty as to the performance of ML being always superior to that of econometric models.
Źródło:
Journal of Artificial Intelligence and Soft Computing Research; 2022, 12, 2; 79--100
2083-2567
2449-6499
Pojawia się w:
Journal of Artificial Intelligence and Soft Computing Research
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Is there a growing social acceptance of earnings inequalities in Poland?
Autorzy:
Kumor, Paweł
Powiązania:
https://bibliotekanauki.pl/articles/653295.pdf
Data publikacji:
2018
Wydawca:
Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
Tematy:
social acceptance
earnings
inequalities
econometric model
Polska
Opis:
In our studies, we deal with the estimating of the optimal ranges of earnings – the optimal Gini indexes which are favourable to the maximisation of GDP growth in Poland. We suspect that the optimal Gini coefficients expressing the whole of society’s acceptance of earnings inequalities can increase. In the article, we formulated a hypothesis on society’s habituation to increasing earnings disparities. We verified the hypothesis on the basis of the model of economic growth using data from 1970 to 2007. We carried out econometric studies in two stages. In the first stage, we estimated the optimal Gini coefficients for short subsequent sub-periods. In the second stage, we studied the character of changes in the optimal Gini coefficients. In the studies, we proved the hypothesis on society’s habituation to increasing earnings disparities. The optimal Gini coefficients increase along with the increase of differences in earnings and the increase of the economic level per capita. The growth of the optimal Gini coefficients may be slowed down.
Źródło:
Annales. Etyka w Życiu Gospodarczym; 2018, 21, 8; 79-88
1899-2226
2353-4869
Pojawia się w:
Annales. Etyka w Życiu Gospodarczym
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Anticipating energy intensity of industry using software for creating econometric models
Autorzy:
Kott, M.
Wnukowska, B.
Grycan, W.
Powiązania:
https://bibliotekanauki.pl/articles/97531.pdf
Data publikacji:
2010
Wydawca:
Politechnika Poznańska. Wydawnictwo Politechniki Poznańskiej
Tematy:
econometric model
GRETL program
energy consumption in industry
Opis:
The article presents the current problems of energetic and the current state of the mining industry and electric industry, as well as indicators of energy intensity projections were compiled using the program GRETL to create econometric models.
Źródło:
Computer Applications in Electrical Engineering; 2010, 8; 193-200
1508-4248
Pojawia się w:
Computer Applications in Electrical Engineering
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Relevance of Discretionary Accruals Information (DAI) in Ohlson model: the case of Mexico
Autorzy:
Durán-Vázquez, Rocío
Lorenzo-Valdés, Arturo
San Martín-Reyna, Juan Manuel
Powiązania:
https://bibliotekanauki.pl/articles/475165.pdf
Data publikacji:
2012
Wydawca:
Fundacja Upowszechniająca Wiedzę i Naukę Cognitione
Tematy:
financial markets
Jones and Ohlson Models
econometric estimation
Opis:
This study applied the modified Jones´ model (1991) for selected companies of Mexico. This model aims to assess the impact of Discretionary Accrual Information (DAI) on financial reporting statements, in order to identify the value relevance of “earnings quality”. We applied methodological criteria of Chung et al (2005) and Mukit & Iskandar (2009). We analyzed financial information of the 35 stock included in the Index of Prices and Quotations (IPC) of the Mexican Stock Exchange (BMV) for the period 2000 to 2011. 19 companies met the specifications of the model, for 48 quarters of information. The analysis was done in three parts: first, an analysis of the modified Jones´ model under panel data considerations by using fixed effects and adjustments of performing autocorrelation of order 1; second, a correlation analysis between the residuals of the modified Jones´model and the return of stock price in 3 annual closings years of study: 2007, 2008 and 2009; and third, we incorporated this variable (DAI) in the Ohlson model (of the financial and corporate accounting literature) and we tested it with panel data analysis, under fixed effects, throughout the study period.
Źródło:
Journal of Entrepreneurship, Management and Innovation; 2012, 8, 3; 21-34
2299-7075
2299-7326
Pojawia się w:
Journal of Entrepreneurship, Management and Innovation
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Financial Markets and Economic Growth in Poland: Simulations with an Econometric Model
Rynki finansowe a wzrost gospodarczy w Polsce: analiza symulacyjna w oparciu o model ekonometryczny
Autorzy:
Wdowiński, Piotr
Powiązania:
https://bibliotekanauki.pl/articles/907294.pdf
Data publikacji:
2005
Wydawca:
Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
Tematy:
financial market
economic growth
econometric model
simulation
Polska
Opis:
W artykule przedstawiliśmy analizę symulacyjną rozwoju gospodarki Polski w oparciu o kwartalny model ekonometryczny. Model ten składa się z 22 równań stochastycznych, które opisują związki rynku finansowego z sektorem realnym gospodarki. Celem badania jest zaprezentowanie wpływu zmian krajowych i zagranicznych stóp procentowych oraz kursu walutowego EUR/USD na wzrost gospodarczy w Polsce w okresie Q2, 1993-Q2, 2003.
In this paper we present simulations of economic performance of the Polish economy based on a quarterly econometric model. The model consists of 22 stochastic equations which link the financial market with the real economy. The purpose of the research is to present effects o f changes to domestic and foreign interest rates and the EUR/USD exchange rate on economic growth in Poland over the period Q2, 1993 - Q2, 2003.
Źródło:
Acta Universitatis Lodziensis. Folia Oeconomica; 2005, 192
0208-6018
2353-7663
Pojawia się w:
Acta Universitatis Lodziensis. Folia Oeconomica
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
THE LONG TERM MODELING OF RESIDENTIAL PROPERTY PRICES IN POLAND
Autorzy:
Zbyrowski, Rafał
Powiązania:
https://bibliotekanauki.pl/articles/453602.pdf
Data publikacji:
2017
Wydawca:
Szkoła Główna Gospodarstwa Wiejskiego w Warszawie. Katedra Ekonometrii i Statystyki
Tematy:
Econometric modeling
VAR
VEC
real estate
residential real estate
Opis:
The main purpose of this article is to describe a dependence between prices of flats and index of creditworthiness in Poland. In the empirical part of this paper the author tests mentioned relations according to Engle-Granger's procedure. Moreover the long time relation had been verified by Johansen's procedure and a VAR model. This case leads to the examination and estimation cointegration with testing lags between very important variables on real estate market in Poland. The database used in the research contains monthly observations from the middle of 2010 to the beginning of 2014.
Źródło:
Metody Ilościowe w Badaniach Ekonomicznych; 2017, 18, 1; 143-156
2082-792X
Pojawia się w:
Metody Ilościowe w Badaniach Ekonomicznych
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Determinants of Salary Expectations – A Survey of Accounting and Controlling Students
Autorzy:
Kurek, Bartosz
Górowski, Ireneusz
Powiązania:
https://bibliotekanauki.pl/articles/1013404.pdf
Data publikacji:
2020-10-26
Wydawca:
Akademia Ignatianum w Krakowie
Tematy:
Salary Expectations
Accounting Students
Tertiary Education
Survey
Econometric Model
Opis:
RESEARCH OBJECTIVE: The aim of the paper is to identify and quantify selected salary expectations determinants (including gender) of Accounting and Controlling students at Cracow University of Economics. THE RESEARCH PROBLEM AND METHODS: We conduct a survey of expected salaries among students . We use Shapiro-Wilk W test and Wilcoxon signed-rank test for initial analysis. We then build econometric linear models in which salary expectations are dependent variables, whereas GPA, holding a foreign language certificate, gender and age are independent variables. We estimate these models by OLS. We use Huber/White robust standard errors to assess statistical significance of each parameter. THE PROCESS OF ARGUMENTATION: Graduates of accounting programmes are sought at the labour market. For cognitive purposes and educational policy implications it is of utmost importance to understand which observable factors differentiate students in their salaries’ expectations. RESEARCH RESULTS: We find a number of variables that are statistically significant and associated with the expected salary. Higher salaries for graduates of Accounting and Controlling major are expected by: students with lower GPA, holders of a foreign language certificate, male students, younger students. On the contrary, lower salaries are expected by students with higher GPA, students who do not hold a foreign language certificate, female students, older students. CONCLUSIONS, INNOVATIONS, AND RECOMMENDATIONS: Students differ among themselves – thus we observe various salary expectations. Nonetheless, some of the obtained results are puzzling. We find that female students demand lower salaries. Similarly it is surprising that students with lower GPA expect higher salaries. As a result, we recommend to further investigate determinants of salary expectations.
Źródło:
Horyzonty Polityki; 2020, 11, 37; 15-28
2082-5897
Pojawia się w:
Horyzonty Polityki
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Residential electricity consumption in Poland
Autorzy:
Ropuszyńska-Surma, E.
Węglarz, M.
Powiązania:
https://bibliotekanauki.pl/articles/406401.pdf
Data publikacji:
2016
Wydawca:
Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
Tematy:
forecasting
demand forecasting
econometric model
electricity consumption
HDD index
Opis:
Key factors influencing electricity consumption in the residential sector in Poland have been identified. A fixed-effects model was used, which includes time effects, and a set of covariates, based on the model developed by Houthakker et al. This model estimates electricity demand by using lagged values of the dependent variable along with current and lagged values of electricity prices, and other variables that affect electricity demand such as: population, economic growth, income per capita, price of related goods, etc. The model has been identified according to the research results of the authors and those obtained by Bentzen and Engsted. The set of covariates was extended to the lagged electricity price given by a tariff (taken from two years previous to the time of interest) and heating degree days index, a very important factor in European Union countries, where the climate is temperate. The authors propose four models of residential electricity demand, for which a confidence interval of 95% has been assumed. Estimation was based on Polish quarterly data for the years 2003–2013.
Źródło:
Operations Research and Decisions; 2016, 26, 3; 69-82
2081-8858
2391-6060
Pojawia się w:
Operations Research and Decisions
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
National Income, Strategic Discontinuity, and Converging Trajectories of Macroeconomic Policy Initiatives: An Empirical Study of China
Autorzy:
Lux Tonn, Victor
Wendian, Chen
Li, Hsi C.
Powiązania:
https://bibliotekanauki.pl/articles/615888.pdf
Data publikacji:
2018
Wydawca:
Uniwersytet im. Adama Mickiewicza w Poznaniu
Tematy:
strategic discontinuity
systemic changes
econometric testing
advancing economy
China
Opis:
The framework of converging trajectories of macroeconomic policy initiatives is employed in the context of strategic discontinuity to study the national income of an advancing economy. A model of systemic changes based upon an equation of production and consumption is presented. In this study of the Chinese economy of 1980-2014, over time, the dynamics of policy imbalance is found to decrease considerably, which is consistent with the decreasing trend of shrinking the differences among the impact coefficients of government consumption, private investment, and private consumption.
Źródło:
Przegląd Politologiczny; 2018, 4; 131-152
1426-8876
Pojawia się w:
Przegląd Politologiczny
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Bayesian combined forecasts and Monte Carlo simulations to improve inflation rate predictions in Romania
Autorzy:
Simionescu, Mihaela
Powiązania:
https://bibliotekanauki.pl/articles/692557.pdf
Data publikacji:
2020
Wydawca:
Uniwersytet Ekonomiczny w Poznaniu
Tematy:
forecasts accuracy
Bayesian forecasts combination
shrinkage parameter
econometric model
Opis:
In this paper we applied the regression approach and Bayesian inference to obtain more accurate forecasts of the inflation rate in the case of the Romanian economy. The necessity of using the most accurate forecasts for the inflation rate is required by the realisation of economic criteria for the accession to the eurozone and by the inflation targeting strategy of the National Bank of Romania. Considering the assumption that simple econometric models provide better forecasts than complex models, in this paper we combined various forecasts from individual models using as prior information the expectations of experts. The empirical findings for Romanian inflation rate forecasts over the horizon of 2016-2018 indicated that a fixed effects model performed better than other simple models (autoregressive moving average model, dynamic model, simple and multiple linear model, VAR, Bayesian VAR, simultaneous equations model). The Bayesian combined forecasts that used experts’ predictions as priors, with a shrinkage parameter tending to infinity, improved the accuracy of all predictions using individual models, outperforming also naïve forecasts and zero and equal weights forecasts. However, predictions based on Monte Carlo simulation outperformed all the scenarios in terms of the mean error and mean absolute error.  
Źródło:
Research Papers in Economics and Finance; 2020, 4, 1; 7-20
2543-6430
Pojawia się w:
Research Papers in Economics and Finance
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Bayesian combined forecasts and Monte Carlo simulations to improve inflation rate predictions in Romania
Autorzy:
Simionescu, Mihaela
Powiązania:
https://bibliotekanauki.pl/articles/692571.pdf
Data publikacji:
2020
Wydawca:
Uniwersytet Ekonomiczny w Poznaniu
Tematy:
forecasts accuracy
Bayesian forecasts combination
shrinkage parameter
econometric model
Opis:
In this paper we applied the regression approach and Bayesian inference to obtain more accurate forecasts of the inflation rate in the case of the Romanian economy. The necessity of using the most accurate forecasts for the inflation rate is required by the realisation of economic criteria for the accession to the eurozone and by the inflation targeting strategy of the National Bank of Romania. Considering the assumption that simple econometric models provide better forecasts than complex models, in this paper we combined various forecasts from individual models using as prior information the expectations of experts. The empirical findings for Romanian inflation rate forecasts over the horizon of 2016-2018 indicated that a fixed effects model performed better than other simple models (autoregressive moving average model, dynamic model, simple and multiple linear model, VAR, Bayesian VAR, simultaneous equations model). The Bayesian combined forecasts that used experts’ predictions as priors, with a shrinkage parameter tending to infinity, improved the accuracy of all predictions using individual models, outperforming also naïve forecasts and zero and equal weights forecasts. However, predictions based on Monte Carlo simulation outperformed all the scenarios in terms of the mean error and mean absolute error.  
Źródło:
Research Papers in Economics and Finance; 2020, 4, 1; 7-20
2543-6430
Pojawia się w:
Research Papers in Economics and Finance
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Slowdown of the Polish Economy: Model-Based Simulations
Autorzy:
Welfe, Władysław
Florczak, Waldemar
Powiązania:
https://bibliotekanauki.pl/articles/953216.pdf
Data publikacji:
2010-09-30
Wydawca:
Szkoła Główna Handlowa w Warszawie. Kolegium Analiz Ekonomicznych
Tematy:
econometric models
forecasting
simulations
determinants of growth
economic shocks
Opis:
The global financial crisis, and especially the recession that spread across Europe in 2009, also affected Poland. While the Polish economy continued to grow throughout 2009, its growth decelerated considerably in quarterly terms. The paper examines the determinants of the slowdown, based on a simulation macroeconomic model called W8D-2007. The model’s properties are briefly outlined, and then a baseline medium-term forecast is introduced and some simulation exercises are shown, dealing mainly with pessimistic scenarios. By means of simulations based on the W8D model, the paper tries to show the key factors behind the serious slowdown in the Polish economy in 2009. The model examines the impact of declining exports and FDI, on the one hand, and the growing investment risk and positive changes in household consumption, on the other. The possible impact of fiscal and monetary policies is also examined. The effects of a reduction of income tax rates and social contribution rates as well as the implications of an increased budget deficit are also shown, and finally the impact of declining interest rates on investment and consumer demand is evaluated. The likely effects of measures aimed at constraining the increase of unemployment rates are also analyzed. The results are compared with changing forecasts for the Polish economy presented during 2009.
Źródło:
Gospodarka Narodowa. The Polish Journal of Economics; 2010, 242, 9; 47-64
2300-5238
Pojawia się w:
Gospodarka Narodowa. The Polish Journal of Economics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Labor market in Poland - analysis of diversity
Autorzy:
Gajdos, Marcin
Powiązania:
https://bibliotekanauki.pl/articles/23944760.pdf
Data publikacji:
2022
Wydawca:
Stowarzyszenie Menedżerów Jakości i Produkcji
Tematy:
statistic
econometric
analysis
labor market
statystyka
ekonometria
analiza
rynek pracy
Opis:
The main aim of below consideration is presentation Polish Labor Market and changes inside, along last years. Labor market considerations are extremely important and have a large impact on the daily behavior of entities in this market. The extent, to which we are able to analyze changes taking place in individual areas of the surveyed area will allow us to make appropriate decisions on both – the demand and supply side of this labor. Author would like to present base issues connected with supply and demand taking place at this field in Poland. Getting to know the directions of changes taking place on the Labor Market may allow for an appropriate approach to human resource management. The article consists of short introduction, theoretical part, empirical part and summary at the end. Theoretical part includes base information and definition about Labor Market. Empirical section shows data analyzing, methods, tables and graphs. In the summary author would like to recapitulate analyzing case and draw some conclusions.
Źródło:
System Safety : Human - Technical Facility - Environment; 2022, 4, 1; 28-37
2657-5450
Pojawia się w:
System Safety : Human - Technical Facility - Environment
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Is Health Status a Determinant of The Economic Activity? Some Evidence From Poland
Czy stan zdrowia determinuje aktywność ekonomiczną? Wyniki dla Polski
Autorzy:
Ulman, Paweł
Wałęga, Agnieszka
Wałęga, Grzegorz
Powiązania:
https://bibliotekanauki.pl/articles/658879.pdf
Data publikacji:
2017
Wydawca:
Uniwersytet Łódzki. Wydawnictwo Uniwersytetu Łódzkiego
Tematy:
zdrowie
aktywność zawodowa
modele ekonometryczne
health
professional activity
econometric models
Opis:
Kondycja zdrowotna jest istotnym obszarem życia społecznego. Pracownicy o dobrej kondycji zdrowotnej pracują wydajniej i efektywniej niż człowiek chory. Powszechnie przyjmuje się, że stan zdrowia jest jednym z elementów kapitału ludzkiego i czynnikiem określającym sytuację jednostki na rynku pracy. Głównym celem badań jest analiza stanu zdrowia członków gospodarstw domowych w kontekście ich aktywności zawodowej. Hipoteza badawcza zakłada, że osoby z problemami zdrowotnymi pozostają raczej bierne zawodowo niż bezrobotne. W artykule podjęta została także próba identyfikacji czynników (związanych m.in. ze stanem zdrowia) wpływających na prawdopodobieństwo pozostawania biernym zawodowo. Do realizacji celu badań zostały wykorzystane dane dla członków gospodarstw domowych, pochodzące z Europejskiego Badania Dochodów i Warunków Życia (EU‑SILC), przeprowadzonego przez Główny Urząd Statystyczny w Polsce z 2013 r. Wyniki badań wskazują, że pogorszenie stanu zdrowia zwiększa ryzyko pozostania biernym zawodowo. W analizie kolejności ważności czynników wpływających na bierność zawodową te związane ze zdrowiem okazały się jednymi z ważniejszych.
Health condition is an important area of social life. Employees in good health work more efficiently and effectively than sick ones. It is widely accepted that health is one of the elements of human capital and a factor in determining the situation of the individual in the labour market. The main objective of the research is to analyse the health status of household members in the context of their professional activity. The working hypothesis assumes that people suffering from health problems are rather economically inactive than unemployed. In the paper an attempt is made to identify factors (related to eg. health) which affect the probability of being economically inactive. To achieve the objective of the paper individual data of household members from the European Survey on Income and Living Conditions (EU‑SILC) conducted by Central Statistical Office in Poland in 2013 was used. The results of the analysis indicate that in general, deterioration of health increases the risk of remaining economically inactive. In the analysis of the order of importance of factors affecting economic inactivity, the ones connected with health turned out to be of the greatest importance.
Źródło:
Acta Universitatis Lodziensis. Folia Oeconomica; 2017, 2, 328
0208-6018
2353-7663
Pojawia się w:
Acta Universitatis Lodziensis. Folia Oeconomica
Dostawca treści:
Biblioteka Nauki
Artykuł
Wyświetlanie 1-15 z 58

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