Idiosyncratic Uncertainty and Firm Investment

We test the impact of idiosyncratic demand uncertainty on investment using a panel of 82 Dutch listed manufacturing firms in the period 1984–1995. The measure of uncertainty is constructed by estimating a state space model at the firm level to isolate idiosyncratic uncertainty from other unobserved components. Generalised Method of Moments estimators show that demand uncertainty, which is specific to the firm, depresses firm investment. More interestingly, we find that idiosyncratic uncertainty is more important in explaining firm investment than total uncertainty that mixes idiosyncratic uncertainty with other sources of uncertainty.     

Uncertainty and the macroeconomy: evidence from an uncertainty composite indicator

This article proposes a uncertainty composite indicator (UCI) based on three distinct sources of uncertainty (namely financial, political, and macroeconomic) for the US economy on the period 1985–2015. For that, we use a dynamic factor model, summarizing efficiently six individual uncertainty proxies, namely two macroeconomic and financial uncertainty factors based on the unpredictability, a measure of (micro)economic uncertainty, the implied volatility index, the corporate bond spreads, and an index of economic policy uncertainty. We then compare the effects of uncertainty on economic activity when the UCI is used instead of individual uncertainty proxies in structural VAR models. The interest of our UCI is to synthesize theses effects within one measure of uncertainty. Overall, the UCI was able to account for the most important dynamics of uncertainty which play an important role in business cycles.     

原子吸收分光光度法测定乳酸钠林格注射液中氯化钙含量的不确定度分析

目的建立原子吸收分光光度法测定乳酸钠林格注射液中氯化钙含量的不确定度分析方法。方法通过建立原子吸收分光光度法含量测定的数学模型,寻找不确定度的影响因素并对各个不确定度分量进行评估。结果计算各变量的不确定度,由此计算合成不确定度,最终给出测定结果的扩展不确定度。结论测量不确定度可用于乳酸钠林格注射液中氯化钙含量测定结果的评价,测量不确定度的评定对于药品检验具有重要意义。     

货币增长不确定性与通货膨胀不确定性——“波动溢出”假说与实证检验

文章基于通货膨胀——通货膨胀不确定性关系的理论研究,提出货币增长不确定性向通货膨胀不确定性波动溢出的计量检验假说,并利用中国数据,运用多元GARCH模型进行实证检验。结果发现,存在货币增长不确定性显著向通货膨胀不确定性波动溢出的效应。这意味着,货币增长不确定性具有提供有关预测通货膨胀不确定性信息的能力。同时也表明,货币增长不确定性是通货膨胀不确定性的重要解释变量,其重要性不应被忽视。实证结论的政策含义是:减少货币增长不确定性是降低通货膨胀不确定性的重要途径,我国20世纪90年代中后期稳健的货币政策所带来的通货膨胀不确定性显著降低的现实支持了这个观点。     

Money growth,uncertainty and macroeconomic activity: a multivariate GARCH analysis

The impact uncertainty has on money growth has received much attention in recent years and is an issue of critical importance to central banks, particularly for those, such as the European Central Bank (ECB), which place a strong emphasis on monetary analysis in monetary policy formulation. Some recent papers examining this issue use ad hoc estimates and measure variability rather than uncertainty. We employ a multivariate GARCH model, which measures uncertainty by the conditional variance of the data series, to investigate whether macroeconomic uncertainty and monetary uncertainty Granger-cause changes in real money. The estimated model also allows us to investigate how monetary uncertainty impacts economic activity. We find that macroeconomic uncertainty impacts positively on US real M2 growth over a two-year horizon but that monetary uncertainty does not cause changes in real M2. Instead, our results indicate that real money growth causes monetary uncertainty. Monetary uncertainty is found to have a negative effect on real economic activity and on macroeconomic uncertainty. We conclude by discussing the implications of these results and the methodological approach used for institutions such as the ECB that give monetary analysis a prominent role in their monetary policy strategy.     

Uncertainty: individuals, institutions and technology

In an attempt to refine the concept of uncertainty, this paperelaborates an ontology of the social world concentrating onindividuals, institutions and technology. It shows the strongentwinement of the ontological aspects of the conceptualisationof uncertainty and epistemological ones. It highlights the ontologicaland epistemological dimensions of different concepts of uncertainty,such as fundamental uncertainty, procedural uncertainty, ambiguityand weak uncertainty (or risk). It also comments on a few writingsthat distinguish varieties of uncertainty with adjectives suchas ‘ontological’ and ‘epistemological’or ‘epistemic’.     

The role of macroeconomic and policy uncertainty in density forecast dispersion

We explore empirically the role of macroeconomic and policy uncertainty in explaining dispersion in professional forecasters’ density forecasts, and in explaining individual forecaster uncertainty (defined as the uncertainty expressed by individual forecasters in their density forecasts). We focus on US real output growth and inflation, using data from the Philadelphia Fed's quarterly Survey of Professional Forecasters (SPF), 1992-2016. We find that dispersion in individual density forecasts is related to macroeconomic uncertainty, especially in longer horizon forecasts, but not policy or forecaster uncertainty. There is also little evidence that forecaster uncertainty reflects macroeconomic or policy uncertainty.     

不确定性、通货膨胀与产出增长

基于中国1952—2004年的数据,通过GARCH-M模型和广义脉冲响应函数对不确定性、通货膨胀与产出增长进行实证分析。结果发现:通货膨胀不确定性与产出增长负相关;产出增长不确定性与产出增长负相关;产出增长不确定性与通货膨胀正相关;通货膨胀不确定性与通货膨胀负相关;产出增长冲击和通货膨胀冲击对产出增长不确定性和通货膨胀不确定性的影响存在滞后性和非对称性;产出增长对产出增长冲击的动态响应最大,通货膨胀对产出增长冲击的动态响应以及产出增长对通货膨胀冲击的动态响应最小,通货膨胀对通货膨胀冲击的动态响应居中。     

Uncertainty and Investment: Some Evidence from the Panel Data of Japanese Manufacturing Firms

We analyse empirically the effect of uncertainty on fixed investment based on a panel data set of Japanese manufacturing firms. The uncertainty measure, represented by the conditional standard deviation of the sales growth rate, is constructed by employing three different statistical models. We also decompose the demand uncertainty into aggregate, industry-wide, and firm-specific forms of uncertainty. We find that uncertainty, in particular aggregate and industry-wide uncertainty, exerts a significantly negative effect on investment irrespective of the statistical methods chosen. We also find that this negative relationship between investment and uncertainty is closely related to the degree of irreversibility of capital.
JEL Classification Number: D92.     

Optimal management of an ecosystem with an unknown threshold

We consider an ecosystem with two distinct equations of motion that are separated by a threshold value of the state variable. We find that increasing uncertainty (both uncertainty embedded in the natural system and uncertainty of the decisionmaker about the location of the threshold) can lead to nonmonotonic changes in precaution: a reduction in uncertainty can first increase and then decrease optimal precautionary activity. This nonmonotonicity can help to explain why regulators often give conflicting arguments about optimal abatement policies in the face of uncertainty. For example, some regulators argue for an immediate reduction in pollutant loading until uncertainty about the underlying process is reduced while others call for no costly reductions in pollutant loading until the same uncertainty is reduced. These statements can be consistent even if both sides agree on both economic objectives and the system dynamics, but have different priors on the uncertainty involved.     

Optimal choice of prevention and cure under uncertainty on disease effect and cure effectiveness

This paper studies optimal prevention and cure when an agent copes with two different sources of uncertainty: uncertainty on disease effect and uncertainty on cure effectiveness. We first analyze how optimal choices are affected by uncertainty when prevention and cure do not interact. Under both types of uncertainty, we obtain that the optimal level of prevention rises. Furthermore, we characterize for each source of uncertainty the conditions for the optimal level of cure to increase. We show that these conditions are related to different measures of prudence in health and cross-prudence in wealth. Lastly, we generalize our results to the case where prevention and cure interact and characterize for each source of uncertainty the conditions for the optimal level of prevention and cure to jointly increase. These conditions are similar to those obtained in the case without uncertainty but, in this context, Edgeworth–Pareto complementarity is also required.     

Economic policy uncertainty and real output: evidence from the G7 countries

We use economic policy uncertainty index, and impulse response based test to assess the impact of economic policy-related uncertainty on real economic activity. We use monthly data, over the period from 1985:1 to 2015:3, and impulse response functions to investigate how the economies of the G7 countries respond to positive and negative economic policy uncertainty shocks of different magnitudes. We find that economic policy uncertainty is countercyclical, that the effects of uncertainty shocks increase with size and that the responses of real output to positive and negative economic policy uncertainty shocks are country specific. Our research is important for policymaking and in favour of policies that remove economic uncertainty and its negative effects on the economy. We argue that some control over yellow journalism, a transparent tax system and a set of predictable fiscal and monetary policies can minimize the social costs of economic policy uncertainty.     

不确定性产生的根源及其降低机制

交易费用和选择成本的存在是不确定性产生的根源.本文通过建立制度-品牌模型,在分析不确定性产生根源的基础上.分析了制度和品牌降低不确定性的作用机制,即制度和品牌分别通过降低交易费用和选择成本使现实经济运行不断逼近新古典经济学的确定性的理想状态.本文的研究旨在丰富与完善经济学中的不确定性理论.     

Policy Uncertainty and the Demand for Money in Korea: An Asymmetry Analysis

Previous studies included money supply volatility as well as output volatility as measures of uncertainty in estimating the demand for money. However, a more comprehensive measure of uncertainty is now constructed for many countries and is known as policy uncertainty. When we included this new measure in the formulation of the demand for money in Korea and relied upon a nonlinear specification of the money demand which allows us to assess the asymmetric effects of changes in the policy uncertainty measure, we found asymmetric long-run effects of policy uncertainty on the demand for cash in Korea. Our conjecture is that increased uncertainty induces Koreans to hold less cash in favor of safer assets and decreased uncertainty has opposite effects, though at different rate.     

Economic uncertainty in South Africa

The idea that heightened uncertainty among firms contributed to the Great Recession and the lacklustre subsequent recovery has inspired a substantial literature examining the impact of changes in uncertainty on output and investment decisions. Yet to date there has been little research on business uncertainty in emerging markets. This paper is one of the first to develop a set of survey-based proxies for business uncertainty for an emerging market, South Africa, based on micro-data from business tendency surveys. These survey-based proxies are combined with more common measures of uncertainty, based on financial data and text mining, to obtain a composite measure of economic uncertainty. The paper then examines whether the uncertainty indicators have plausible and significant relationships with real economic activity, even after controlling for other economic variables. The indicators exhibit a significant negative correlation with real GDP growth, consistent with the findings for developed countries, and a positive shock to uncertainty is generally followed by a significant decrease in real activity growth.     

中国通胀水平与通胀不确定性:马尔柯夫域变分析

本文使用中国1985年以来月度数据,基于马尔柯夫域变模型考察了通胀水平及其与不确定性的关系。我们将通胀的不确定性分解为两类成分:未来通胀冲击的不确定性和未来通胀均值域变的不确定性。研究结果表明,高的通胀水平伴随着这两类不确定性成分的同时增大,这意味着通胀成本很大程度上和不确定性的成本联系在一起,稳定价格和维持低通胀环境可能成为央行减少不确定性的重要手段。本文结果还表明,域变模型相对线性自回归模型以及ARCH模型更好地刻画了中国通胀率过程的特点。以往应用中忽略了这种域变特点可能导致通胀预测值相对于真实值的系统性偏差,或者通胀不确定性的错误估计。     

Economic uncertainty,monetary uncertainty and the Korean demand for money

Economic uncertainty and monetary uncertainty are said to affect public’s holding of money in either direction. In this paper, we consider the Korean demand for money, and after including two GARCH-based measures of output uncertainty and monetary uncertainty, we show that both measures exert significant effects on the demand for money in Korea in the short run. However, only the adverse effects of output uncertainty lasts into the long run. Indeed, including the two uncertainty measures yield a stable demand for money in Korea.     

Inflation forecast uncertainty

We study the inflation uncertainty reported by individual forecasters in the Survey of Professional Forecasters 1969-2001. Three popular measures of uncertainty built from survey data are analyzed in the context of models for forecasting and asset pricing, and improved estimation methods are suggested. Popular time series models are evaluated for their ability to reproduce survey measures of uncertainty. The results show that disagreement is a better proxy of inflation uncertainty than what previous literature has indicated, and that forecasters underestimate inflation uncertainty. We obtain similar results for output growth uncertainty.     

HOW CERTAIN ARE DUTCH HOUSEHOLDS ABOUT FUTURE INCOME? AN EMPIRICAL ANALYSIS

The precautionary saving literature shows that income uncertainty increases savings and wealth. To estimate the magnitude of this effect, we need a measure of income uncertainty. This paper empirically analyzes subjective income uncertainty in The Netherlands. Data come from a large Dutch household survey. We measure income uncertainty by asking questions on expected household income in the next twelve months. First, we describe the data and investigate the relationship between the measure of income uncertainty and a number of household characteristics. Controlling for information on expected income changes, we find strong relationships between labor-market characteristics and the subjective income uncertainty as reported by the heads of the households. Second, we compare income uncertainty in The Netherlands with income uncertainty in the U.S. and Italy. It becomes evident that perceived income uncertainty is smaller in The Netherlands than it is in the U.S.     

通货膨胀不确定性及其对宏观经济的影响

利用马尔科夫范式转换模型分析了1985年1月到2009年7月我国通货膨胀的状态转换特征,并考察了与之伴随的不确定性及其对我国主要宏观经济变量的影响,发现通货膨胀不确定性仅对消费波动有显著影响,对投资和净出口的影响不显著,且方差不确定性和均值不确定性分别导致了消费波动增大与减小.通货膨胀不确定性凸显了宏观调控的重要性,积极、有效、透明的政策能够减少消费所面临的不确定性,保证居民消费的稳定和可持续增长,将有助于扩大内需,促进我国经济增长.