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Tytuł:
Statistically (optimal) estimators of semivariance: A correction of Josephy-Aczel’s proof
Autorzy:
Fleischer, Karlheinz
Nietert, Bernhard
Powiązania:
https://bibliotekanauki.pl/articles/433944.pdf
Data publikacji:
2019
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
risk analysis
semivariance
statistical estimation
Opis:
Semivariance is an intuitive risk measure because it concentrates on the shortfall below a target and not on total variation. To successfully use semivariance in practice, however, a statistical estimator of semivariance is needed; Josephy and Aczel provide such an estimator. Unfortunately, they have not correctly proven asymptotic unbiasedness and mean squared error consistency of their estimator since their proof contains a mistake. This paper corrects the computational mistake in Josephy-Aczel’s original proof and, that way, allows researchers and practitioners in the field of downside portfolio selection, hedging, downside asset pricing, risk measurement in a regulatory context, and performance measurement to work with a meaningfully specified downside measure.
Źródło:
Śląski Przegląd Statystyczny; 2019, 17 (23); 9-30
1644-6739
Pojawia się w:
Śląski Przegląd Statystyczny
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Forecasting currency risk in an enterprise using the Monte Carlo simulation
Autorzy:
Kaczmarzyk, Jan
Powiązania:
https://bibliotekanauki.pl/articles/949105.pdf
Data publikacji:
2018
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
corporate finance
financial risk
risk analysis
Monte Carlo
Opis:
A non-financial enterprise with receivables or liabilities denominated in a foreign currency is exposed to currency risk. Wanting to calculate a financial reserve in order to secure its receivables or liabilities, an enterprise can introduce the concept of the value at risk. To determine value at risk, an enterprise has to know the probability distribution of the future value of the receivable or the liability for a specific moment in future. Using a geometric Brownian motion to reflect exchange rate changes is among the possible solutions. The aim of the paper is to indicate that using the Monte Carlo simulation for forecasting the currency risk of an enterprise is a clear, easy-to-implement and flexible in terms of the assumptions approach. The flexibility of the Monte Carlo approach relies on the possibility to take up the assumption that the currency position changes caused by currency fluctuations have an other than normal probability distribution.
Źródło:
Financial Sciences. Nauki o Finansach; 2018, 23, 4; 50-62
2080-5993
2449-9811
Pojawia się w:
Financial Sciences. Nauki o Finansach
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Several sets of assumptions for the Monte Carlo simulation for a more precise analysis of enterprise risk
Autorzy:
Kaczmarzyk, Jan
Powiązania:
https://bibliotekanauki.pl/articles/425026.pdf
Data publikacji:
2019
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
corporate finance
risk analysis
Monte Carlo simulation
Opis:
The traditional methods of risk quantification include a sensitivity analysis, a scenario analysis and a historical simulation. The true nature of risk factors changes is ignored in the traditional ‘ceteris paribus’ approach to a sensitivity analysis, hence it can be reflected in a scenario analysis and a historical simulation. The most significant disadvantage of a scenario analysis is the limited number of scenarios, whereas a historical simulation depends on historical data availability and adequacy. The Monte Carlo simulation is a clear answer to the limitations of traditional methods. The changes of risk factors reflected in the Monte Carlo simulation are simultaneous, non-linear and interdependent. The most important aspect of this method is the stage of taking up the assumptions. The purpose of the paper is to indicate that considering several reasonable sets of assumptions for the Monte Carlo simulation simultaneously can bring even more comprehensive information about enterprise risk.
Źródło:
Econometrics. Ekonometria. Advances in Applied Data Analytics; 2019, 23, 4; 80-95
1507-3866
Pojawia się w:
Econometrics. Ekonometria. Advances in Applied Data Analytics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Komputerowa symulacja zmienności rat długoterminowych kredytów w PLN i CHF zaciągniętych w latach 2004-2008
Computer simulation of payments volatility for longterm loans in PLN and CHF drawn in 2004-2008
Autorzy:
Twardochleb, Michał
Powiązania:
https://bibliotekanauki.pl/articles/432279.pdf
Data publikacji:
2015
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
long-term loans
foreign exchange risk
computer simulation
financial risk analysis
Opis:
This paper presents the results of using proprietary simulation software for the analysis of the financial risk associated with long-term taking loans in domestic and foreign currency. The study was conducted for loans in PLN and CHF incurred in different periods characterized by a different situation on the financial markets (significantly different currency exchange rates or interest rates, another entry in the „economic cycle”). The theoretical part of the paper describes basic concepts in long-term loans, and also shows the major assumptions for analyzing financial risks arising from incurring long-term obligations in domestic or foreign currency. In the practical part the assumptions of simulation of volatility of future fixed repayment level for loans taken out in PLN or CHF between 2004 and 2008 were described. The results of simulation along with the calculation of the total amount paid in future periods for analyzed variants of credit were also presented.
Źródło:
Informatyka Ekonomiczna; 2015, 2(36); 50-59
1507-3858
Pojawia się w:
Informatyka Ekonomiczna
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Economic efficiency in information systems security risk analysis
Efektywność ekonomiczna w analizie ryzyka na potrzeby bezpieczeństwa systemów informatycznych
Autorzy:
Rot, Artur
Powiązania:
https://bibliotekanauki.pl/articles/431913.pdf
Data publikacji:
2013
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
IS/IT security
risk analysis
IT/IS risk management
economic efficiency
Opis:
IS/IT Risk management is the process of risk reduction through the appropriate security measures. Effective risk management in an organization requires a composite approach to risk analysis. Based on the risk analysis results, the author selected the safeguards which should be cost-effective and take into account law requirements, business needs and requirements resulting from the risk analysis. Economic efficiency, in this case, can be described as an attempt to minimize the total cost of the information system security risks management. The paper presents selected models, methods and indicators that can be used in achieving the effectiveness of investment in information systems security.
Źródło:
Informatyka Ekonomiczna; 2013, 4(30); 240-252
1507-3858
Pojawia się w:
Informatyka Ekonomiczna
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Health risk analysis and risk management in the logistic-production chain as factors influencing the quality and safety of food on the example of two food companies
Analiza ryzyka zdrowotnego i zarządzanie nim w łańcuchu logistyczno-produkcyjnym jako czynniki wpływające na jakość i bezpieczeństwo żywności w dwóch firmach spożywczych
Autorzy:
Orzechowska-Przybyła, K.
Niewelt, A.
Lesiów, T.
Powiązania:
https://bibliotekanauki.pl/articles/2080588.pdf
Data publikacji:
2019
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
food quality
food safety
health risk
human health
risk analysis
logistic management
risk management
logistics chain
food industry
food company
Opis:
The aim of this study was to identify risks in the quality and safety of food, and to indicate, basing on a risk analysis, the ways of managing potential risks in two different production profile enterprises of the food industry. It was found that potential hazards to the quality and safety for technological process as well as for the other links of the logistics chain were identified, and prevention procedures were established to minimize or completely eliminate these hazards. Moreover, the benefits of risk management were similar, and mainly felt in the constant increase of food producers’ awareness of the necessity of safe food production and increase of concern for the health and life of consumers. This in turn contributes to: • development of staff competence, • improvement of logistic processes to better protect against external factors, unauthorized persons and side effects, • investments and implementation of new organisational solutions in warehouses and production areas.
Źródło:
Nauki Inżynierskie i Technologie; 2019, 4(35); 58-78
2449-9773
2080-5985
Pojawia się w:
Nauki Inżynierskie i Technologie
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Should One Assume the Discount Rate to Be One of the Risk Factors?
Czy powinniśmy zakładać, że stopa dyskontowa jest jednym z czynników ryzyka?
Autorzy:
Kaczmarzyk, Jan
Powiązania:
https://bibliotekanauki.pl/articles/29777080.pdf
Data publikacji:
2023
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
corporate finance
valuation
DCF
risk analysis
Monte Carlo simulation
finanse przedsiębiorstwa
wycena
analiza ryzyka
Monte Carlo
Opis:
The Monte Carlo simulation is the ultimate solution for considering nearly all possible scenarios in presumably any discounted cash flow valuation. This paper argues that a discount rate expresses an investor's current requirement and should be respectively perceived as a parameter only. The consequences of qualifying a required rate of return (a discount rate) as a risk factor in a discounted cash flow valuation are described in the paper using a free cash flow financial model of an asset being a hypothetical publicly traded enterprise. The case study is a discounted cash flow valuation using the Monte Carlo simulation for risk analysis. The various sets of assumptions are considered to explain the consequences of qualifying a required rate of return in a discounted cash flow model as a risk factor. As indicated in the paper, the discount rate as an additional risk factor with an attributed probability distribution increases the volatility of a risk variable, then the distribution of a risk variable becomes more flattened. In previous studies, some authors indicated that a discount rate could be considered a risk factor in the Monte Carlo simulation (Krysiak 2000; Damodaran 2018).
Symulacja Monte Carlo jest narzędziem umożliwiającym rozważenie „prawie wszystkich” scenariuszy w dowolnej wycenie/ocenie wykorzystującej zdyskontowane przepływy pieniężne i uwzględniającej ryzyko. Zdaniem autora stopa dyskontowa jest wyrazem bieżących żądań w zakresie rentowności. Należy ją zatem postrzegać jako parametr. Konsekwencje kwalifikacji wymaganej stopy zwrotu (dyskontowej) jako czynnika ryzyka w wycenie zobrazowano w artykule z wykorzystaniem modelu finansowego aktywa stanowiącego hipotetyczne przedsiębiorstwo notowane, wykorzystującego wolne przepływy pieniężne. Studium przypadku stanowi wycenę aktywa z uwzględnieniem ryzyka poprzez implementację symulacji Monte Carlo. W celu zobrazowania kwalifikacji stopy dyskontowej jako czynnika ryzyka rozważono różne zestawy założeń dla symulacji. Należy stwierdzić, że stopa dyskontowa stanowiąca dodatkowy czynnik ryzyka z przypisanym rozkładem prawdopodobieństwa zwiększa zmienność zmiennej ryzyka. Rozkład zmiennej ryzyka ulega spłaszczeniu. W dotychczasowych badaniach wskazywano, że stopa dyskontowa może być traktowana jako czynik ryzyka w analizie ryzyka z wykorzystaniem symulacji Monte Carlo (Damodaran, 2018; Krysiak, 2000).
Źródło:
Financial Sciences. Nauki o Finansach; 2023, 28, 2; 1-10
2080-5993
2449-9811
Pojawia się w:
Financial Sciences. Nauki o Finansach
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Zastosowanie modeli dyskryminacyjnych jako narzędzia umożliwiającego wspomaganie procesu dywersyfikacji ryzyka inwestycyjnego w akcje
Autorzy:
Zygmunt, Aleksandra
Szewczyk, Mirosława
Powiązania:
https://bibliotekanauki.pl/articles/951152.pdf
Data publikacji:
2013
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
discriminant analysis models
shares investment
risk diversification
Opis:
This paper discusses the possibility of usage of discriminant models in basic analysis. At first, the issue of basic analysis is shown as a tool which enables shares’ investment risk diversification. In this area the significance of enterprise financial analysis and importance of financial ratios were emphasized. Next the significance of discriminant models in the assessment of enterprise bankruptcy prediction was stressed. Particular attention was put on studying the opportunity of its usage in the area of financial analysis. In that case the examination of financial conditions of quoted enterprises belonging to metal processing industry using discriminant models and financial ratios was made. The study used data from the Official Journal of the Republic of Poland “Monitor Polski B”.
Źródło:
Financial Sciences. Nauki o Finansach; 2013, 1 (14); 115-127
2080-5993
2449-9811
Pojawia się w:
Financial Sciences. Nauki o Finansach
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Modele predykcji upadłości MŚP w Polsce – analiza z wykorzystaniem modelu przeżycia Coxa i modelu regresji logistycznej
Prediction models of SME bankruptcy in Poland – analysis using Cox survival model and logistic regression model
Autorzy:
Ptak-Chmielewska, Aneta
Powiązania:
https://bibliotekanauki.pl/articles/424998.pdf
Data publikacji:
2014
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
survival analysis
macrovariables
Cox model
bankruptcy risk
Opis:
Modele predykcji upadłości MŚP w Polsce – analiza z wykorzystaniem modelu przeżycia Coxa i modelu regresji logistycznej
Źródło:
Econometrics. Ekonometria. Advances in Applied Data Analytics; 2014, 4(46); 9-21
1507-3866
Pojawia się w:
Econometrics. Ekonometria. Advances in Applied Data Analytics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Analysis of the risk of liquidation depending on the age of the company: a study of entities established in Szczecin in period 1990--2010
Autorzy:
Markowicz, Iwona
Powiązania:
https://bibliotekanauki.pl/articles/425000.pdf
Data publikacji:
2019
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
survival analysis
firms’ duration
risk of liquidation
Opis:
The aim of the research was an assessment of the relative risk of liquidation of a company depending on its age. The research covered economic entities established in Szczecin in the period 1990-2010. The analysis was carried out with the use of a logit model. The risk of company liquidation was examined depending on the entity’s age expressed both in months (continuous variable) and in grouped intervals (year, half-year). In this way, attention was drawn to the benefits of continuous variable coding (rank and 0-1 coding). The research covered companies established during 1990-2010 in total (over 120 thousand) and in time periods resulting from the cyclical character of liquidation of companies (in accordance with the earlier research findings). The research showed that the risk of company liquidation decreases as the company grows older (the use of a continuous variable and a rank variable). On the other hand, the risk of subsequent age groups (using the 0-1 variable) prevents the risk from being monotonous.
Źródło:
Econometrics. Ekonometria. Advances in Applied Data Analytics; 2019, 23, 2; 49-62
1507-3866
Pojawia się w:
Econometrics. Ekonometria. Advances in Applied Data Analytics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Multivariate data in the estimation of consumer risk
Dane wielowymiarowe w określaniu ryzyka konsumentów
Autorzy:
Brzezińska, Justyna
Maciejewski, Grzegorz
Powiązania:
https://bibliotekanauki.pl/articles/424945.pdf
Data publikacji:
2015
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
consumer risk choice
qualitative data analysis
purchasing decisions of consumers
perceived risk
Opis:
The risk of consumer behaviour, as a part of the widely understood studies on risk, is still an uncharted and undiscovered area of human activity. The main goal of this paper is to draw attention to the issue of the measurement of risk perceived by the consumers` unsuccessful purchase, as well as presenting a multidimensional analysis of data on risk research perceived by consumers in the decision making process. Some of the well-known multivariate methods are presented: analysis of variance, correspondence analysis and some graphical methods for categorical data analysis, such as mosaic, sieve, association and doubledecker plot. In the paper, the qualitative analysis aimed at risk identification and interpretation in the decisions process of consumers will be conducted. The exploration of different types of risks and the influence on consumer behaviour will be identified. The perception of risk was examined based on the examples of food, home appliances and travel services (trips, holidays).
Źródło:
Econometrics. Ekonometria. Advances in Applied Data Analytics; 2015, 3 (49); 20-32
1507-3866
Pojawia się w:
Econometrics. Ekonometria. Advances in Applied Data Analytics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Prospective financial analysis with regard to enterprise risk exposure – the advantages of the Monte Carlo method
Autorzy:
Kaczmarzyk, Jan
Powiązania:
https://bibliotekanauki.pl/articles/950239.pdf
Data publikacji:
2016
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
corporate finance
financial analysis
risk
Monte Carlo
forecasting
Opis:
Prospective financial analysis is a key decision tool in an enterprise. The traditional approach confronts the forecasted value of a financial category or a financial ratio with a requirement or a standard. Knowing that the particular category or the ratio meets the requirement or the standard is a kind of risk information, but realizing that the requirement or the standard is met with a particular probability level is a detailed image of risk. The aim of the paper is to indicate the possibility to increase the effectiveness of prospective financial analysis by using a Monte Carlo simulation. The biggest advantage of the presented approach (that is in fact the evolution of the traditional scenario approach to risk analysis) is that it delivers the detailed probability distributions of key financial categories and ratios. Shareholders accepting the results of prospective financial analysis with the Monte Carlo simulation should accept risk in a more conscious way than in the case of the traditional approach
Źródło:
Financial Sciences. Nauki o Finansach; 2016, 2(27); 23-37
2080-5993
2449-9811
Pojawia się w:
Financial Sciences. Nauki o Finansach
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Forecast of prices and volatility on the day ahead market
Autorzy:
Ganczarek-Gamrot, Alicja
Powiązania:
https://bibliotekanauki.pl/articles/425278.pdf
Data publikacji:
2013
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
principal component analysis (PCA)
SARIMA model
DCC model
Value-at- -Risk
portfolio
Opis:
The subject of this paper is the forecast of prices and volatility on the Day Ahead Market (DAM). The analysis was made for two portfolios of four contracts from 30.03.2009 to 28.10.2011 for two fixings on DAM. Four out of 24 contracts noted on DAM were chosen by PCA. Prices were forecast by the SARIMA models incorporating autocorrelation and seasonality. Value-at-Risk calculated through the DCC model was used to forecast volatility. These models describe well the prices and volatility on the DAM and may be used for forecasting purposes. Prices on fixing 2 are characterized by higher volatility than prices on fixing 1.
Źródło:
Econometrics. Ekonometria. Advances in Applied Data Analytics; 2013, 1(39); 111-120
1507-3866
Pojawia się w:
Econometrics. Ekonometria. Advances in Applied Data Analytics
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Quantification of the credit risk of banks in Bosnia and Herzegovina regarding the individual members of the EU
Autorzy:
Alihodžić, Almir
Powiązania:
https://bibliotekanauki.pl/articles/949682.pdf
Data publikacji:
2017
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
return on average equity
regression analysis
the stability of the financial system
credit risk
Opis:
Credit risk is the most important risk among all other risks in the banking business, because almost over 80% of bank balance sheets relate to this segment of banking risk management. One of the biggest problems of commercial banks in Bosnia and Herzegovina are non-performing loans whose share in total loans has increased significantly since the onset of the global financial crisis. The main objective of the research is to determine which of the macroeconomic variables have the strongest impact on the increase of return on average equity and whether it is possible to reduce the credit risk of banks with adequate legislation as the main factor in the slowdown in credit expansion. The main goal will be to divide the impact of an independent variable, i.e. the share of liquid assets in total assets and whether its increase indirectly affects the return on equity and indirectly, the credit risk. The quantitative model used in this study will be the Merton model. Testing will be conducted through multiple regression analysis for the period 2008-2016 with the help of the software package STATA.
Źródło:
Financial Sciences. Nauki o Finansach; 2017, 4(33); 9-21
2080-5993
2449-9811
Pojawia się w:
Financial Sciences. Nauki o Finansach
Dostawca treści:
Biblioteka Nauki
Artykuł
Tytuł:
Decision-making under risk and “statistical thinking” in the 20th century (selected models and persons)
Autorzy:
Rybicki, Wojciech
Powiązania:
https://bibliotekanauki.pl/articles/584930.pdf
Data publikacji:
2018
Wydawca:
Wydawnictwo Uniwersytetu Ekonomicznego we Wrocławiu
Tematy:
statistics
risk
subjective probability
objective probability
frequentists
sequential analysis
stochastic approximation
stochastic game
empirical Bayes approach
Opis:
The paper is the second part of the series of articles surveying chosen models of decision-making under “risky circumstances”. The first segment concerned the earlier period of development of so-called “statistical thinking” (up to the times of J. Neyman and E. Pearson) and has been published elsewhere. These “twins” of papers as a whole, are intended as essays (consciously avoiding any formalization) to introduce the subsequent parts of the cycle – conducted in a more formal style. Several problems were discussed in the first part of the series. The leitmotifs, i.e. Bayesian vs. “orthodox” approaches, and the subjective vs. objective probability meaning are continued in this article, and developed towards the “modern needs and directions”. The role of some outstanding scientists is stressed. The possibility of the unification of the different philosophies on the grounds of statistical decision theory (thanks to A. Wald and L.J. Savage) is noted. “Dynamic” or multistage statistical decision procedures will be also indicated (in contrast to “static, “one-shot” problems). The primary role in developing these ideas played by mathematicians A. Wald, L. Shapley, R. Bellman, D. Blackwell and H. Robbins (plus many others) is stressed. The outline is conducted in a “historical perspective” beginning with F. Ramsey’s work and finishing at H. Robbins achievements – as being very influential in the further development of the stochastic methodology. The list of models, to be discussed in the subsequent (“formal-mode”) article/s, is added at the end of the paper. The central role in the notes is played by the “procession” of the prominent representatives of the field. The first “series” of them was presented in the previous part of the cycle. The subsequent (nine) are placed here. These scientists built the milestones of statistical science, “created its spirit,” exquisitely embedding the subject in the “general stochastic world”. The presentation is supplemented with their portraits. The author hopes that some keystones determining the line-up can be recognized in the course of reading. It is not possible to talk about mathematics without mathematics (formulas, calculations, formal reasoning). On the other hand − such beings as probability, uncertainty, risk can be, first of all, regarded as philosophic and logic in their heart of hearts (as well as being somewhat “mysterious”). So, it can turn out illuminating (sometimes) to reveal and to show merely the ideas and “their” heroes (even at the expense of losing the precision!). The role of the bibliography should also be stressed – it is purposely made so large, and significantly completes the presentation.
Źródło:
Mathematical Economics; 2018, 14(21); 71-94
1733-9707
Pojawia się w:
Mathematical Economics
Dostawca treści:
Biblioteka Nauki
Artykuł
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