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博碩士論文 etd-0528110-152840 詳細資訊
Title page for etd-0528110-152840
論文名稱
Title
納入風險值於BOT專案財務風險評估
Applying Value-at-Risk to Financial Risk Evaluation in BOT Projects
系所名稱
Department
畢業學年期
Year, semester
語文別
Language
學位類別
Degree
頁數
Number of pages
97
研究生
Author
指導教授
Advisor
召集委員
Convenor
口試委員
Advisory Committee
口試日期
Date of Exam
2010-05-21
繳交日期
Date of Submission
2010-05-28
關鍵字
Keywords
蒙地卡羅模擬、風險值、BOT
Monte Carlo Simulation, Value-at-Risk
統計
Statistics
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中文摘要
由於公部門缺乏預算經費以及缺乏效率,以公私合作(PPP)方式來進行大型公共工程成為近年來的一種趨勢,其中最受歡迎的一種形式就是以特許方式為基礎來興建—營運—移轉(BOT)模式。然而,近年來在國際間進行的諸多大型BOT專案當中,工程延宕、預算超支、營運初期的惡劣財務績效等情形仍是時有所聞,台灣高鐵就是一個活生生的實例。問題出在規劃之際對財務可行性過於高估,卻對風險暴露過於低估。
本研究針對於2007年開始進行、總經費高達新台幣428.9億元的高雄洲際貨櫃碼頭BOT案,先以傳統的資本預算決策模式來評估其財務可行性,透過整體計畫觀點、權益觀點來建構財務模型,分別從政府機構、融資機構及私人投資者等三種角度,就個別所重視的財務指標來評估計畫可行性。此雖為傳統評估法,卻忽略了風險評估。因此,本研究引入金融資產評估當中普遍使用的風險值概念,來對計畫的財務風險加以評估。
將三類計畫參與者所重視的四項財務指標包括自償率(SLR)、淨現值(NPV)、債務覆蓋比率(DCR)及利息保障倍數(TIE)之風險值,透過適當設定風險因子的參數之後,進行蒙地卡羅模擬取樣1,000次而求得。透過財務指標之風險值,以及選定一關鍵風險因子後進行波動性的敏感度分析,讓我們更能夠全盤性掌握BOT計畫的財務風險。
研究結果顯示,不但風險因子的不同參數設定會對模擬結果造成影響,有無考慮風險因子之間的相關性也會造成不同的結果。此外,針對關鍵風險因子之波動性進行敏感度分析更能對整體計畫的風險有一全面評估。在三類計畫參與者當中,私人投資者因使用高度財務槓桿而面臨最大的風險曝露,融資機構就其債務償還程度而言,面臨了相對最低的風險,而政府機構關心計畫得以完全自償則有90%的信賴水準。
Abstract
There is a growing trend to use public-private partnerships (PPP) for infrastructure project delivery due to lack of budget and inefficiency of public sector. The most popular PPP option is a concession-based type such as build-operate-transfer (BOT). However, construction delay, costs overrun, and disastrous financial performance in the early operation phase are not rarely seen in large BOT projects. The case of Taiwan High Speed Rail (THSR) is the evidence. The problem lies in over-optimism in financial feasibility analysis and under-estimation in risk exposure evaluation.
Based on information of Case Project - Kaohsiung Intercontinental Terminal (KIT), which started its Phase One Plan in 2007 at a cost of about NT$42.89 billions in land procurement, peripheral public infrastructure and construction and facilities of the terminal, I will apply traditional capital investment methodology to evaluate its financial feasibility. This is done by calculating key financial indexes from Total Investment Point of View and Equity Point of View and determine whether this project is acceptable or not by conventional criteria from three main participants’ position, including government agency, financial institutions, and private investors. However, we can not realize risk exposure of Case Project from traditional methods. Therefore, ideas of Value-at-Risk (VAR) that commonly used in evaluating risk exposure of financial assets are brought in.
The VAR concepts are used in four financial indexes, including self-liquidation ratio (SLR), net present value (NPV), debt coverage ratio (DCR) and times interest earned (TIE), which are regarded as critical in decision by government agency, private investors, and financial institutions. This is done by applying Monte Carlo Simulation, which involves 1,000 iterations of sampling based on parameter settings of risk factors and consideration of correlations in risk factors. Volatility of key risk factor is analyzed to further realize comprehensively risk exposure in terms of VARs of financial indexes.
Evidences show that, while parameter settings of risk factors are critical to simulations results, consideration of correlations of risk factors will also diverge results from that of ignoring. In addition, sensitivity analysis in terms of volatility in key risk factors presents full-scale financial risk exposure, which is helpful in reaching final decision.
Of all three participants in Case Project, while private investors face greatest risk exposure due to high financial leverage employed, financial institutions confront relatively low risk in terms of loan repayment. From government agency’s view, probability of fully self-liquidated with no subsidy in Case Project is 90%.
目次 Table of Contents
Abstract…................................................................. II
1. Introduction….…………................................. 1
1.1 Research Background……………………... 2
1.2 Research Motivation………………………. 4
1.3 Research Objectives………………………. 5
2. Literature Review……………………………… 7
2.1 Basic Characteristics of BOT Project……... 7
2.2 The Competitive Bidding Process………… 9
2.3 The Design of Concession Period……... 10
2.4 Characteristics of Project Finance………... 13
2.5 Risk Analysis and Allocation……………… 16
2.5.1 Risks in Construction Phase…………… 16
2.5.2 Risks in Operation Phase………………. 17
2.5.3 Country Risks…………………………… 18
2.5.4 Principal-agency Risk………………….. 19
2.6 The Effect of Basel II on Project Finance.. 20
2.7 Risk Mitigation Approaches…………. 25
3. Traditional Methodology…………………….. 27
3.1 Introduction of the Case Project………….. 27
3.2 Traditional Investment Evaluation Framework 29
3.2.1 Cash Flow Analysis…………………... 30
3.2.2 Financial Feasibility Analysis………….. 31
3.2.2.1 Self-Liquidation Analysis….………. 31
3.2.2.2 Investment Benefits Analysis….….. 32
3.2.2.3 Financing Feasibility Analysis…….. 34
3.3 Empirical Results under Traditional Approach 36
3.4 Sensitivity Analysis………………………… 41
4. Apply Value-at-Risk to Project Risk Exposure Evaluation 46
4.1 The Ideas Behind Value-at-Risk………….. 46
4.2 The “Value-at-Risk” of Financial Indexes.. 48
4.3 Monte Carlo Simulation…………………. 50
4.4 Estimating VAR of financial indexes……... 57
4.4.1 Government Agency’s View……………... 57
4.4.2 Project Company’s View………………. 60
4.4.3 Financial Institutions’ View……………… 63
4.5 Choose the Most Critical Risk Factor….. 66
4.6 Sensitivity Analysis of VAR by Volatility…… 68
4.6.1 Government Agency’s View……………... 68
4.6.2 Project Company’s View…………………. 70
4.6.3 Financial Institutions’ View……………… 72
4.6.4 Remarks on Sensitivity Analysis of VARs 76
5. Conclusions and Suggestions…………….. 78
5.1 Conclusions………………………………… 79
5.2 Suggestions………………………………. 81
References…………………………………….. 84
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