Search results

1 – 10 of 49
Article
Publication date: 22 February 2013

SiewMun Ha

Enhanced risk management through the application of mathematical optimization is the next competitive‐advantage frontier for the primary‐insurance industry. The widespread…

Abstract

Purpose

Enhanced risk management through the application of mathematical optimization is the next competitive‐advantage frontier for the primary‐insurance industry. The widespread adoption of catastrophe models for risk management provides the opportunity to exploit mathematical optimization techniques to achieve superior financial results over traditional methods of risk allocation. The purpose of this paper is to conduct a numerical experiment to evaluate the relative performances of the steepest‐ascent method and genetic algorithm in the solution of an optimal risk‐allocation problem in primary‐insurance portfolio management.

Design/methodology/approach

The performance of two well‐established optimization methods – steepest ascent and genetic algorithm – are evaluated by applying them to solve the problem of minimizing the catastrophe risk of a US book of policies while concurrently maintaining a minimum level of return.

Findings

The steepest‐ascent method was found to be functionally dependent on, but not overly sensitive to, choice of initial starting policy. The genetic algorithm produced a superior solution to the steepest‐ascent method at the cost of increased computation time.

Originality/value

The results provide practical guidelines for algorithm selection and implementation for the reader interested in constructing an optimal insurance portfolio from a set of available policies.

Details

The Journal of Risk Finance, vol. 14 no. 2
Type: Research Article
ISSN: 1526-5943

Keywords

Article
Publication date: 4 April 2023

Hayelom Yrgaw Gereziher and Naser Yenus Nuru

This paper aims to examine the asymmetric effects of exchange rate shocks on inflation for a small open economy, namely South Africa, over the period 1970Q1–2020Q1.

Abstract

Purpose

This paper aims to examine the asymmetric effects of exchange rate shocks on inflation for a small open economy, namely South Africa, over the period 1970Q1–2020Q1.

Design/methodology/approach

A threshold vector autoregressive model that allows parameters to switch according to whether a threshold variable crosses an estimated threshold is employed to address the objective of this paper. The threshold value is determined endogenously using the Hansen (1996) test. Generalized impulse responses introduced by Koop et al. (1996) are used to study the effects of exchange rate shocks on inflation depending on their size, sign and timing to the inflation cycle. The authors also employed a Cholesky decomposition identification scheme to identify exchange rate shocks in the non-linear model.

Findings

The results show that there is a non-linearity effect of the exchange rate shock on inflation. In particular, the effects of 1 or 2 standard deviations of positive (appreciation) or negative (depreciation) exchange rate shock on inflation are small in the long run but a bit larger in the high inflation regime than the low inflation regime.

Originality/value

This paper contributes to the literature on the non-linear effects of exchange rate pass-through (ERPT) to inflation for Sub-Saharan African economies in general and the South African economy in particular by incorporating the size and timing of the exchange rate shocks to the inflation cycle.

Details

African Journal of Economic and Management Studies, vol. 14 no. 4
Type: Research Article
ISSN: 2040-0705

Keywords

Article
Publication date: 1 April 2006

Niranjan Chipalkatti and Vinay Datar

Previous studies have established that the failure of the hedge fund, long‐term capital management (LTCM), was associated with significant negative abnormal returns for many US…

824

Abstract

Purpose

Previous studies have established that the failure of the hedge fund, long‐term capital management (LTCM), was associated with significant negative abnormal returns for many US banks, especially around September 2, 1998, when LTCM announced its failure. This study attempts to examine whether bank value‐at‐risk (VaR) disclosures were used by investors to assess the potential trading loss that a bank could suffer at that time.

Design/methodology/approach

This study examines whether there was any association between disclosed VaR and the magnitude of abnormal returns and trading volume surrounding the announcement date.

Findings

The results indicate that there was no such association which suggests that investors did not use the VaR information to assess the potential trading losses of exposed banks. Banks that formed part of the LTCM bailout consortium and those with larger amounts of notional derivatives faced the largest negative reaction at the time of the failure announcement.

Originality/value

VaR disclosures are costly to prepare and complex to interpret. The study finds no benefits of VaR disclosures to bank investors.

Details

Journal of Financial Regulation and Compliance, vol. 14 no. 2
Type: Research Article
ISSN: 1358-1988

Keywords

Article
Publication date: 4 October 2019

Naser Yenus Nuru

The purpose of this paper is to show the asymmetric effects of government spending shocks for South Africa over the period 1960Q1–2014Q2.

Abstract

Purpose

The purpose of this paper is to show the asymmetric effects of government spending shocks for South Africa over the period 1960Q1–2014Q2.

Design/methodology/approach

A threshold vector autoregressive model that allows parameters to switch according to whether a threshold variable crosses an estimated threshold is employed to address the objective of this paper. The threshold value is determined endogenously using Hansen (1996) test. Generalized impulse responses introduced by Koop et al. (1996) are used to study the effects of government spending shocks on growth depending on their size, sign and timing with respect to the economic cycle. The author also uses a Cholesky decomposition identification scheme in order to identify discretionary government spending shocks in the non-linear model.

Findings

The empirical findings support the state-dependent effects of fiscal policy. In particular, the effects of 1 or 2 standard deviations expansionary or contractionary government spending shock on output are very small both on impact and in the long run; and a bit larger in downturns but has only a very limited effect or no effect in times of expansion. This result gives support to the evidence in the recent literature that fiscal policy in developing countries is overwhelmingly procyclical.

Originality/value

It adds to the scarce empirical fiscal literature of the South African economy in particular and developing economies in general by allowing non-linearities to estimate the effect of government spending shocks over economic cycle.

Details

African Journal of Economic and Management Studies, vol. 11 no. 1
Type: Research Article
ISSN: 2040-0705

Keywords

Article
Publication date: 2 November 2012

Dorothea Diers

The purpose of this paper is to illustrate how risk capital can be calculated and allocated in a multi‐year context. This is an important issue, since strategic management and…

1381

Abstract

Purpose

The purpose of this paper is to illustrate how risk capital can be calculated and allocated in a multi‐year context. This is an important issue, since strategic management and decision making within insurance companies require a multi‐year time horizon (instead of a one‐year time horizon, as set out in solvency models).

Design/methodology/approach

After defining risk capital in a multi‐year context, the paper discusses the different properties of the multi‐year risk capital concept. The paper also presents an allocation rule of how to allocate the multi‐year risk capital to individual years as well as to individual segments. The paper applies the author's model framework in an application study to illustrate the different effects.

Findings

The paper shows how multi‐year risk capital can be used as a basis for analyzing different management strategies within risk and return indicators in the context of value‐based management. Furthermore, the paper demonstrates the effect of allocating risk capital in a multi‐year context.

Originality/value

The analysis provides new and relevant information to insurance companies' management. Whereas usually solvency rules set out a time horizon of one year, in the context of internal risk models a multi‐year planning horizon is taken into account. Management needs to get an idea of how much risk capital is necessary in order to survive the next five years without external capital supply. The paper presents an answer to these questions.

Details

The Journal of Risk Finance, vol. 13 no. 5
Type: Research Article
ISSN: 1526-5943

Keywords

Article
Publication date: 15 May 2017

Xiaofen Tan and Yongjiao Ma

The purpose of this paper is to empirically analyze the impact of macroeconomic uncertainty on a large sample of 19 commodity markets.

Abstract

Purpose

The purpose of this paper is to empirically analyze the impact of macroeconomic uncertainty on a large sample of 19 commodity markets.

Design/methodology/approach

The authors rely on Jurado et al.’s (2015) measure of macroeconomic uncertainty based on a wide range of monthly macroeconomic and financial indicators and estimate a threshold VAR model to assess whether the impact of macroeconomic uncertainty on commodity prices differs under the high- or low-uncertainty state.

Findings

The findings show that positive macroeconomic uncertainty shocks affect commodity prices returns negatively on average and the impact of macroeconomic uncertainty is generally higher in high-uncertainty states compared with low-uncertainty states. Besides, although the safe-haven role of precious metals is confirmed, energy and industrial markets are more sensitive to short-run and long-run macroeconomic uncertainty, respectively.

Research limitations/implications

The findings in this study suggest that commodity prices reflect not only the level of economic fundamental but also the volatility of economic fundamental.

Originality/value

This study empirically analyzes and verifies the influence of macroeconomic uncertainty not only on oil prices but also on four groups of 19 raw materials. As for the methodological issues, the authors rely on a structural threshold vector autoregressive specification for modeling commodity price returns to account for potentially different effects depending on the macroeconomic uncertainty states.

Details

China Finance Review International, vol. 7 no. 2
Type: Research Article
ISSN: 2044-1398

Keywords

Open Access
Article
Publication date: 24 September 2020

Boubekeur Baba and Güven Sevil

The purpose of this paper is to investigate the impact of foreign capital shifts on economic activities and asset prices in South Korea.

1063

Abstract

Purpose

The purpose of this paper is to investigate the impact of foreign capital shifts on economic activities and asset prices in South Korea.

Design/methodology/approach

The authors in this paper apply the Bayesian threshold vector autoregressive (TVAR) model to estimate the regimes of large and low inflows of foreign capital. Then, structural impulse-response analysis is used to check whether the responses of the variables differ across the estimated regimes. The model is estimated using quarterly data of foreign capital inflows, gross domestic product (GDP), consumer price index, credit to the private non-financial sector, real effective exchange rate (REER), stock returns and house prices.

Findings

The main findings suggest that large inflows of gross foreign capital, foreign direct investments (FDI) and foreign portfolio investments (FPI) are ineffective to boost economic growth, but large inflows of other foreign investments (OFIs) significantly contribute to GDP. The decreases in the foreign capital inflows are associated with larger depreciation of REER. The large inflows of gross foreign capital, FDI and OFIs are associated with further expansion of credit supply to private non-financial sectors.

Research limitations/implications

The policy implications of foreign capital inflows are of particular importance to all the emerging markets alike. However, the empirical analysis is limited to the case of South Korea due to various reasons. The experience with international capital inflows among emerging markets is heterogeneous. Therefore, it would be better to take each case of emerging market individually. In addition, TVAR analysis requires a long data sample, which unfortunately is not available for most of the emerging markets.

Originality/value

The foreign capital inflows are shown to be procyclical and notoriously volatile in many studies. Nevertheless, this topic has commonly been studied using linear VAR models, which do not properly deal with the cyclical characteristics of foreign capital inflows. This study attempts to resolve these methodological limitations by examining a non-linear VAR model that is capable of capturing the structural breaks associated with the cyclical behaviors of foreign capital inflows.

Details

Asian Journal of Economics and Banking, vol. 4 no. 3
Type: Research Article
ISSN: 2615-9821

Keywords

Open Access
Article
Publication date: 30 April 2020

Ida Musialkowska, Agata Kliber, Katarzyna Świerczyńska and Paweł Marszałek

This paper aims to find, which of the assets: gold, oil or bitcoin can be considered a safe-haven for investors in a crisis-driven Venezuela. The authors look also at the…

2994

Abstract

Purpose

This paper aims to find, which of the assets: gold, oil or bitcoin can be considered a safe-haven for investors in a crisis-driven Venezuela. The authors look also at the governmental change of approach towards the use and mining of cryptocurrencies being one of the assets and potential applications of bitcoin as (quasi) money.

Design/methodology/approach

The authors collected the daily data (a period from 01 May 2014 to 31 July 2018) on the development of the following magnitudes: Caracas Stock Exchange main index: Índice Bursátil de Capitalisación (IBC) index; gold price in US dollars, the oil price in US dollars and Bitcoin price in bolivar fuerte (VEF) (LocalBitcoins). The authors estimated a threshold VAR model between IBC and each of the possible safe-haven assets, where the trigger variable was the IBC; then the authors modelled the residuals from the TVAR model using MGARCH model with dynamic conditional correlation.

Findings

The results show that that gold is a better safe-haven than oil for Venezuelan investors, while bitcoin can be considered a weak safe haven. Still, bitcoin can perform (to a certain extent) money functions in a crisis-driven country.

Research limitations/implications

Further research after the change of local currency from VEF into bolivar soberano might be looked at on the later stage.

Practical implications

The authors provide evidence on which of analysed asset is the best safe-haven for the investors acting in the time of the crisis. The evidence goes in line with other authors’ findings, thus, the results might bring implications for investors of more universal character. Additionally, the result might be helpful for governments and/or monetary authorities while projecting institutional frameworks and conducting monetary policy.

Social implications

The unprecedented economic crisis in Venezuela was one of the factors that fuelled the mining and use of cryptocurrencies in the daily life of its citizens. Nowadays, the country is a leader in terms of the use of bitcoin and other cryptocurrencies in Latin America. The results show a potential application of bitcoin as a store of value or even means of payments in Venezuelan (or in other countries affected by the crisis).

Originality/value

The paper builds on the original data set collected by the authors and brings evidence from the models the authors constructed to verify, which asset is the best option for investors in hard times of the crisis. The authors add to the existing literature on financial assets, cryptocurrencies and behaviour of investors under different economic conditions.

Details

Transforming Government: People, Process and Policy, vol. 14 no. 3
Type: Research Article
ISSN: 1750-6166

Keywords

Article
Publication date: 20 April 2010

Vishwanathan Iyer and Archana Pillai

The purpose of this paper is to examine whether futures markets play a dominant role in the price discovery process. The rate of convergence of information from one market to…

1122

Abstract

Purpose

The purpose of this paper is to examine whether futures markets play a dominant role in the price discovery process. The rate of convergence of information from one market to another is analyzed to infer the efficiency of futures as an effective hedging tool.

Design/methodology/approach

The paper uses a two‐regime threshold vector autoregression (TVAR) and a two‐regime threshold autoregression for six commodities. The regimes (or states) are defined around the expiration week of the futures contract.

Findings

This paper finds evidence for price discovery process happening in the futures market in five out of six commodities. However, the rate of convergence of information is slow, particularly in the non‐expiration weeks. For copper, gold and silver, the rate of convergence is almost instantaneous during the expiration week of the futures contract affirming the utility of futures contracts as an effective hedging tool. In case of chickpeas, nickel and rubber the convergence worsens during the expiration week indicating the non‐usability of futures contract for hedging.

Originality/value

This paper extends the framework developed by Garbade et al. by superimposing a two‐regime TVAR model to quantify the price discovery process. It is the first paper to analyze the differential impact of price discovery and convergence during expiration week (compared to non‐expiration weeks) for the Indian commodities market.

Details

Indian Growth and Development Review, vol. 3 no. 1
Type: Research Article
ISSN: 1753-8254

Keywords

Article
Publication date: 11 May 2015

Periklis Gogas and Ioannis Pragidis

The purpose of this paper is to test the effects of unanticipated fiscal policy shocks on the growth rate and the cyclical component of real private output and reveal different…

1592

Abstract

Purpose

The purpose of this paper is to test the effects of unanticipated fiscal policy shocks on the growth rate and the cyclical component of real private output and reveal different types of asymmetries in fiscal policy implementation.

Design/methodology/approach

The authors use two alternative vector autoregressive systems in order to construct the fiscal policy shocks: one with the simple sum monetary aggregate MZM and one with the alternative CFS Divisia MZM aggregate. From each one of these systems we extracted four types of shocks: a negative and a positive government spending shock and a negative and a positive government revenue shock. These eight different types of unanticipated fiscal shocks were used next to empirically examine their effects on the growth rate and cyclical component of real private GNP in two sets of regressions: one that assumes only contemporaneous effects of the shocks on output and one that is augmented with four lags of each fiscal shock.

Findings

The authors come up with three key findings: first, all fiscal multipliers are below unity but with signs as predicted by Keynesian theory. Second, government expenditures have a larger impact as compared to the tax policy and finally, positive government spending shocks are more significant than negative spending shocks. All these results are in line with previous studies and are robust through many tests using structural identification proposed by Blanchard and Perotti (2002).

Practical implications

The empirical findings in this manuscript can be used for conducting a more efficient fiscal policy. The importance of government spending shocks is empirically verified along with the asymmetries related to price stickiness predicted by Keynesian theory. According to the results an efficient fiscal policy would: in terms of an expansionary policy, use government spending as a means to stimulate the economy instead of tax cuts and in the case of a contractionary policy use government revenue (higher taxes) so that the costs of this policy in terms of output lost are lower.

Originality/value

In this study the authors introduce three main innovations: first, to the best of our knowledge the Divisia monetary aggregates have not yet been used to previous research pertaining to fiscal policy. Second, following Cover’s (1992) procedure of identifying monetary policy shocks we extract the unanticipated fiscal policy shocks on government spending and revenue. Finally, the authors explicitly test for the asymmetric effects on the growth rate and the cyclical component of real private GNP of a contractionary and expansionary fiscal policy.

Details

Journal of Economic Studies, vol. 42 no. 2
Type: Research Article
ISSN: 0144-3585

Keywords

1 – 10 of 49