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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
941

Application of neural network to study share price volatility.

January 1999 (has links)
by Lam King Wan. / Thesis (M.B.A.)--Chinese University of Hong Kong, 1999. / Includes bibliographical references (leaves 72-73). / ABSTRACT --- p.ii. / TABLE OF CONTENTS --- p.iv. / Section / Chapter I. --- OBJECTIVE --- p.1 / Chapter II. --- INTRODUCTION --- p.3 / The principal investment risk --- p.3 / Effect of risk on investment --- p.4 / Investors' concern for investment risk --- p.6 / Chapter III. --- THE INPUT PARAMETERS --- p.9 / Chapter IV. --- LITERATURE REVIEW --- p.15 / What is an artificial neural network? --- p.15 / What is a neuron? --- p.16 / Biological versus artificial neuron --- p.16 / Operation of a neural network --- p.17 / Neural network paradigm --- p.20 / Feedforward as the most suitable form of neural network --- p.22 / Capability of neural network --- p.23 / The learning process --- p.25 / Testing the network --- p.29 / Neural network computing --- p.29 / Neural network versus conventional computer --- p.30 / Neural network versus a knowledge based system --- p.32 / Strength of neural network --- p.34 / Weaknesses of neural network --- p.35 / Chapter V. --- NEURAL NETWORK AS A TOOL FOR INVESTMENT ANALYSIS --- p.38 / Neural network in financial applications --- p.38 / Trading in the stock market --- p.41 / Why neural network could outperform in the stock market? --- p.43 / Applications of neural network --- p.45 / Chapter VI. --- BUILDING THE NEURAL NETWORK MODEL --- p.47 / Implementation process --- p.48 / Step 1´ؤ Problem specification --- p.49 / Step 2 ´ؤ Data collection --- p.51 / Step 3 ´ؤ Data analysis and transformation --- p.55 / Step 4 ´ؤ Training data set extraction --- p.58 / Step 5 ´ؤ Selection of network architecture --- p.60 / Step 6 ´ؤ Selection of training algorithm --- p.62 / Step 7 ´ؤ Training the network --- p.64 / Step 8 ´ؤ Model deployment --- p.65 / Chapter 7 --- RESULT AND CONCLUSION --- p.67 / Result --- p.67 / Conclusion --- p.69 / BIBLIOGRAPHY --- p.72
942

Estimating and explaining extreme co-movements in Hong Kong residential property market. / Estimating & explaining extreme co-movements in Hong Kong residential property market

January 2006 (has links)
Cheung Wai Yin. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2006. / Includes bibliographical references (leaves [137]-141). / Abstracts in English and Chinese. / Abstract --- p.i-ii / Acknowledgements --- p.iii / Table of Contents --- p.iv-v / List of Tables --- p.vi / List of Figures --- p.vii-ix / Chapter Chapter 1 --- Introduction --- p.1 / Chapter Chapter 2 --- Literature Review --- p.8 / Chapter 2.1 --- Studies of Inter-temporal Stability of Correlation --- p.9 / Chapter 2.2 --- Studies of Contagion --- p.14 / Chapter 2.2.1 --- Sample Splitting Approach --- p.15 / Chapter 2.2.2 --- Time Series Approach --- p.20 / Chapter 2.3 --- Studies of Correlation Asymmetry --- p.24 / Chapter 2.3.1 --- Semi-correlation Analysis --- p.25 / Chapter 2.3.2 --- Extreme Value Theory --- p.26 / Chapter 2.3.3 --- Regression Approach --- p.27 / Chapter 2.3.4 --- Others --- p.27 / Chapter Chapter 3 --- Data Description --- p.30 / Chapter 3.1 --- Economic Property Research Center (EPRC) Dataset --- p.30 / Chapter 3.2 --- Measurement of Housing Price --- p.33 / Chapter 3.3 --- Measurement of Trading Volume --- p.37 / Chapter Chapter 4 --- Methodology --- p.38 / Chapter Chapter 5 --- Empirical Results --- p.43 / Chapter 5.1 --- Overview of the Dataset --- p.43 / Chapter 5.2 --- Rolling Window Estimation --- p.45 / Chapter 5.2.1 --- Count of Correlation Coefficients in Each Window --- p.45 / Chapter 5.2.2 --- The Summary Statistics of Correlation Coefficients --- p.47 / Chapter 5.2.3 --- Correlation Distribution in Two Selected Windows --- p.53 / Chapter 5.2.4 --- Discussion and Some Further Evidence --- p.57 / Chapter 5.2.5 --- Within-group and Inter-group Correlations --- p.60 / Chapter 5.3 --- Correlation Asymmetry --- p.62 / Chapter 5.4 --- Does High Correlation in Rate of Return Imply High Correlation in Trading Volume? --- p.64 / Chapter 5.5 --- Robustness Check --- p.66 / Chapter Chapter 6 --- Conclusion --- p.73 / Appendix I A Summary of Hedonic Pricing Equation --- p.77 / Appendix II Illustration of Composition Effect --- p.79 / Appendix III A Summary of Calculating Correlation Coefficient --- p.81 / Appendix IV CLMX Variance Decomposition --- p.84 / Appendix V Tables --- p.87 / Appendix VI Figures --- p.94 / List of References --- p.137
943

The correlation of industrial and commercial real estate prices in Hong Kong.

January 2004 (has links)
Wei Peiling. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2004. / Includes bibliographical references (leaves 79-82). / Abstracts in English and Chinese. / Abstract --- p.i-ii / Acknowledgement --- p.iii / Table of Contents --- p.iv-v / List of Tables --- p.vi-vii / List of Figures --- p.viii / Chapter Chapter 1. --- Introduction --- p.1 / Chapter Chapter 2. --- Literature Review --- p.4 / Chapter 2.1 --- Review of Literatures on Price relations in Real Estate Markets --- p.4 / Chapter 2.2 --- Review of Literatures on Price relations in Stock Markets --- p.7 / Chapter 2.3 --- Review of Literatures on Industrial Real Estate Market --- p.8 / Chapter 2.4 --- Review of Literatures on Measurement of Real Estate Prices --- p.11 / Chapter Chapter 3. --- Data Description --- p.14 / Chapter 3.1 --- Economic Property Research Center Dataset --- p.14 / Chapter 3.2 --- Sample Selection and Classification --- p.14 / Chapter 3.3 --- Summary of Statistics --- p.15 / Chapter 3.4 --- Chapter Summary --- p.17 / Chapter Chapter 4. --- Methodology --- p.18 / Chapter 4.1 --- Measurement --- p.18 / Chapter 4.1.1 --- Rate of Return (ROR) as a measure of price level --- p.18 / Chapter 4.1.2 --- Number of transactions as a measure of trading volume (Vol.) --- p.19 / Chapter 4.2 --- Unit Roots Test --- p.20 / Chapter 4.3 --- Partial Autocorrelation Function --- p.21 / Chapter 4.4 --- Bootstrap Method --- p.23 / Chapter 4.5 --- Granger Causality Test --- p.23 / Chapter Chapter 5. --- Empirical Results --- p.25 / Chapter 5.1 --- Sale Market --- p.25 / Chapter 5.1.1 --- Relationships between Prices --- p.25 / Chapter 5.1.2 --- Relationships between Trading Volumes --- p.27 / Chapter 5.2 --- Rental Market --- p.28 / Chapter 5.1.1 --- Relationships between Rents --- p.28 / Chapter 5.1.2 --- Relationships between Trading Volumes --- p.29 / Chapter 5.3 --- Chapter Summary --- p.31 / Chapter Chapter 6. --- Concluding Remarks --- p.33 / Appendix 1. Summary of Previous Literatures on Industrial Real Estate --- p.37 / Appendix 2. Tables --- p.41 / Appendix 3. Figures --- p.65 / Appendix 4. Definition of property types --- p.77 / Appendix 5. Example of Perl program used to extract the data from EPRC data sheets --- p.78 / Bibliography --- p.79
944

What causes the underpricing of H shares' IPO.

January 2005 (has links)
Yuan Shuo. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2005. / Includes bibliographical references (leaves 49-53). / Abstracts in English and Chinese. / Chapter CHAPTER 1 --- Introduction --- p.1 / Chapter CHAPTER 2 --- Literature Review --- p.4 / Chapter 2.1 --- Worldwide IPO Underpricing --- p.4 / Chapter 2.2 --- IPO Underpricing in China --- p.10 / Chapter CHAPTER 3 --- New Explanations for IPO Underpricing --- p.12 / Chapter CHAPTER 4 --- "Data, Methodology and Empirical Results" --- p.15 / Chapter 4.1 --- Data --- p.15 / Chapter 4.2 --- Methodology --- p.19 / Chapter 4.3 --- Models and Empirical Results --- p.27 / Chapter 4.31 --- Underpricing Level Is Measured by the Percentage Difference Between the First Day's Closing Price and the Offer Price --- p.27 / Chapter 4.32 --- Underpricing Level Is Measured by the Percentage Difference Between the Average Price of the First Fifteen Trading Days' Closing Prices and the Offer Price --- p.34 / Chapter 4.33 --- Underpricing Level Is Measured by the Percentage Difference Between the Average Price of the First Seven Trading Days' Closing Prices and the Offer Price --- p.38 / Chapter 4.34 --- Underpricing Level Is Measured by the Percentage Difference Between the Average Price of the First Three Months' Closing Prices and the Offer Price. --- p.42 / Chapter CHAPTER 5 --- Conclusion --- p.47 / REFERENCE --- p.49 / APPENDIX 1 Detailed Regression Results --- p.54 / APPENDIX 2 The Issue Price and Stock Price Movement after IPO for Each Sample Firm --- p.70
945

Two essays on institutions, corporate government and firms' information environments: evidence from China. / CUHK electronic theses & dissertations collection

January 2011 (has links)
Although idiosyncratic return volatility has been used in a number of studies to capture the informativeness of stock prices, the relation between the two is still under controversy. Researchers raise more questions about the existence of such a relation in emerging markets since the efficient market hypothesis (EMH) may not sustain in these markets. Therefore, use idiosyncratic return volatility estimated from the common asset pricing models as a measure of stock price informativeness becomes questionable. The first part of this thesis serves to validate the use of idiosyncratic return volatility as a stock price informativeness measure in the China settings. In particular, using a battery of information flow proxies, I empirically test the relation between stock price informativeness and idiosyncratic return volatility; the empirical evidence supports the existence of such a relation. However, there exists an inverse U-shape relation between firm-specific information and idiosyncratic return volatility. Therefore, in the second essay, when using idiosyncratic return volatility as a measure of informativeness of stock prices, I truncate the sample as Morek et al. (2000) do in their study. / From an institutional perspective, my dissertation attempts to explain why firms operating in emerging markets such as China have inferior information environments. The main theme of this thesis is to provide firm-level evidence that the institutional settings in China change firms' incentives to provide firm-specific information to the stock market and thus impair the information environments and lower the idiosyncratic return volatilities of these firms. / Keywords: Institutions; information environments; performance hiding / The second part of this thesis addresses the research question on how firms' information environments are shaped by a country's institutions. Morek et al. (2000) document that more developed countries usually have better information environments, and vice versa. The authors offer an "institutional explanation" that attributes the poor information environments in emerging markets to the lack of property rights protections in these markets. However, previous literature provides only limited evidences on how institutions affect the supply of firm-specific information to the market. Hence, this paper uses China as case to investigate how extensive government interventions in China generate incentives for firms to hide their information. I find that, first, excessive local government in a region increases firms' incentives to hide their true performance, after controlling for firm characteristics. A further analysis shows that the directions of firms' hiding activities vary across firms and are contingent on the nature of the firms' ultimate owners, because of different political pressures exerted. In particular, I find that family firms are more likely to suppress good news to avoid governments' "grabbing hands", while State-owned Enterprises (SOEs) are more likely to hide their bad performances to protect local governments' image from being damaged. Second, firms' hiding activities do impair firms' information environment, resulting in lower idiosyncratic stock return volatilities. To strengthen this argument, I test the "information link" between firms' hiding activities and their information environments. I find that firms' incentives to hide their performances reduce market participants' motives to acquire private information, evident by fewer analyst following. Moreover, my results show that involvement of information intermediaries alleviates the negative effects of firms' hiding activities on the information environments. / pt. 1. Information environments in China: availability of firm-specific information to the capital market -- pt. 2. Government intervention, firms' hiding activities and information environments: evidence from China. / Lin, Jingrong. / Adviser: T. J. Wong. / Source: Dissertation Abstracts International, Volume: 73-04, Section: A, page: . / Thesis (Ph.D.)--Chinese University of Hong Kong, 2011. / Includes bibliographical references. / Electronic reproduction. Hong Kong : Chinese University of Hong Kong, [2012] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Electronic reproduction. [Ann Arbor, MI] : ProQuest Information and Learning, [201-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstract also in Chinese.
946

Essays in international finance. / CUHK electronic theses & dissertations collection / Digital dissertation consortium / ProQuest dissertations and theses

January 2003 (has links)
In Chapter 1, we investigate the shareholder and creditor protection and look into the dividend policy implement in the stock market. The investor protection was analyzed based on the China company law and our result shows that the shareholder (creditor) protection is weak (strong) compared with the rest of the world. In China, a firm can issue as many as five different classes of shares: state shares, legal person shares, A-shares, foreign shares and employee shares. Under the weak shareholder protection in China, A-shareholders are categorized to the disadvantage group in corporate structure which demonstrates the classic free-rider problem. With the expertise and knowledge to monitor the management, controlling legal person not only enhance the corporate performance, but also expecting dividend payout as the reward. In our study, we have strong evidence on the legal person share ownership positively related to the dividend payout decision, while the A-shares and state shares ownership are negatively related to the decision on dividend payout. / The Japanese stock market provide a reasonable setting for studying intermediate-horizon price momentum effect, because Japan has the largest equity market aside from the U.S. in terms of both capitalization and number of securities. In Chapter 2, by measuring the relative strength of portfolio on the Japanese market, we found that the price momentum does not exist in the Japanese market. Further, the momentum returns keep always negative on any horizon, which is coherent in keiretsu and non-keiretsu grouping and in different trading volume. The decomposition on the expected average returns of different investment period in Japanese market shows that the price reversals is not capable to overwhelm the losses from the cross-sectional differences in mean returns and cannot yield statistically significant net momentum profits in the Japanese market. / This paper consists of two separate projects: (1) The investor protection and dividend policy in China, (2) Price momentum in Japan. / Wong Chin Pang, Antonio. / "April 2003." / Adviser: Jia He. / Source: Dissertation Abstracts International, Volume: 64-09, Section: A, page: 3413. / Thesis (Ph.D.)--Chinese University of Hong Kong, 2003. / Includes bibliographical references (p. 58-50). / Available also through the Internet via Current research @ Chinese University of Hong Kong under title: Essays in international finance (China, Japan) / Electronic reproduction. Hong Kong : Chinese University of Hong Kong, [2012] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Electronic reproduction. Ann Arbor, MI : ProQuest dissertations and theses, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Electronic reproduction. Ann Arbor, MI : ProQuest Information and Learning Company, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstracts in English and Chinese. / School code: 1307.
947

Mispricing of earnings components: empirical evidence from China. / CUHK electronic theses & dissertations collection / Digital dissertation consortium / ProQuest dissertations and theses

January 2003 (has links)
This study investigates whether earnings components are correctly priced by the Chinese investors. Under the Chinese GAAP, total earnings can be easily decomposed into core earnings and non-core earnings. Core earnings are more persistent than non-core earnings and cash flows from operations are more persistent than accruals, as expected. However, the market underestimates (overestimates) the value implications of current core (non-core) earnings for future earnings. Furthermore, the market overprices (underprices) accruals (cash flows from operations). Therefore, future returns adjusted for risk factors identified in this study are predictable by the information contained in the components of current earnings. Both the portfolio tests and regression analysis generate economically significant abnormal returns that are robust to sensitivity checks. Further analysis suggests that there is no significant difference in the extent of mispricing across firms with different characteristics such as transaction costs, arbitrage risks, investor sophistication, or firm size. This could be due to the measurement errors in the proxy variables for these characteristics. / Wu Donghui. / "July 2003." / Advisers: In-Mu Haw; James Xie. / Source: Dissertation Abstracts International, Volume: 64-07, Section: A, page: 2551. / Thesis (Ph.D.)--Chinese University of Hong Kong, 2003. / Includes bibliographical references (p. 121-130). / Available also through the Internet via Current research @ Chinese University of Hong Kong under title: Mispricings of earnings components empirical evidence from China. / Electronic reproduction. Hong Kong : Chinese University of Hong Kong, [2012] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Electronic reproduction. Ann Arbor, MI : ProQuest dissertations and theses, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Electronic reproduction. Ann Arbor, MI : ProQuest Information and Learning Company, [200-] System requirements: Adobe Acrobat Reader. Available via World Wide Web. / Abstracts in English and Chinese. / School code: 1307.
948

Exchange rate pass-through: evidence from Hong Kong imports.

January 1997 (has links)
by Ng Yiu Hong. / Thesis (M.Phil.)--Chinese University of Hong Kong, 1997. / Includes bibliographical references (leaves 77-80). / Chapter ONE --- INTRODUCTION --- p.1 / Chapter TWO --- HONG KONG'S IMPORT PERFORMANCE --- p.5 / Chapter THREE --- REVIEW OF THE LITERATURE --- p.9 / The Elasticity Approach / Market Structure and Product Characteristics / Long-Run Profit Maximization / Hysteresis Models / Multinational Corporations and Intra-Firm Trade / Non-Tariff Barriers / Other Explanations / Chapter FOUR --- THE ANALYTICAL FRAMEWORK --- p.19 / Chapter FIVE --- DATA AND ECONOMETRIC ANALYSIS --- p.22 / Data / Econometric Analysis / Chapter SIX --- EMPIRICAL RESULTS --- p.33 / Chapter SEVEN --- CONCLUSION --- p.40 / TABLES --- p.43 / APPENDIX --- p.64 / BIBLIOGRAPHY --- p.77
949

On the contrarian investment strategies: the case of Hong Kong.

January 1996 (has links)
by Mak Ho Sing. / Thesis (M.Phil.)--Chinese University of Hong Kong, 1996. / Includes bibliographical references (leaves 54-58). / Abstract / Chapter Chapter 1: --- Introduction / Chapter Chapter 2: --- Simple Value Vs Glamour Strategy / Chapter Chapter 3: --- Are Contrarian Investment Strategies Fundamentally Riskier ? / Chapter Chapter 4: --- The Performance of the Mutual Fund Industry in Hong Kong / Chapter Chapter 5: --- Summary and Interpretation of the Findings References / References / Appendix: Tables and Diagrams
950

Pricing initial public offerings in China and the post-listing return performance of unseasoned issues of "A share" stocks in Shenzhen.

January 1998 (has links)
by Wong Siu-Ming. / Thesis (M.B.A.)--Chinese University of Hong Kong, 1998. / Includes bibliographical references (leaf 77). / ABSTRACT --- p.ii / TABLE OF CONTENTS --- p.iii / LIST OF ILLUSTRATION --- p.v / LIST OF TABLES --- p.vi / PREFACE --- p.vii / Chapter / Chapter I. --- INTRODUCTION --- p.1 / Objectives --- p.1 / Methodology --- p.1 / Selection of stock exchange for case study --- p.2 / Selection of target company and share type for case study --- p.3 / Definitions of abbreviation --- p.4 / Contribution --- p.5 / Chapter II. --- Shenzhen Stock Exchange --- p.6 / History of the stock markets in China --- p.6 / Particulars of Shenzhen Stock Exchange --- p.7 / Profiles of the listing companies on the SZSE --- p.10 / Capital raised and Market capitalization --- p.10 / Distribution of share types on the SZSE --- p.13 / Distribution of listing companies in different sectors --- p.14 / Types of listing companies in China's stock market --- p.15 / Selection criteria of stock exchange for new issue --- p.15 / Chapter III. --- IPO of 'A share' stocks on the Shenzhen Stock Exchange --- p.17 / Basic qualifications for listing on the SZSE --- p.17 / Listing procedures --- p.19 / Method of listing --- p.21 / Professional advisors --- p.22 / Pre´ؤlisting restructuring of state-owned enterprises --- p.24 / Documents required for listing application --- p.25 / Prospectus for listing --- p.26 / Profit estimate in the IPO prospectus --- p.27 / Requirement for further issue of shares after listing --- p.27 / Problems faced by the regulatory bodies --- p.28 / Chapter IV. --- Particulars of Jiangxi Ganneng Company Limited --- p.29 / "History, development and reorganization" --- p.29 / Principal activities --- p.31 / Organization structure of the Company --- p.32 / Pre-listing restructuring of the Company --- p.32 / Ownership structure --- p.34 / Management hierarchy --- p.35 / Financial performance --- p.38 / Listing of the Company --- p.39 / Chapter V. --- IPO pricing of Jiangxi Ganneng Company Limited --- p.41 / IPO Pricing --- p.41 / Computation of the Company's IPO price --- p.42 / Chapter VI. --- IPO Pricing in China --- p.44 / Valuation of companies in China --- p.44 / IPO pricing in China --- p.44 / Restriction on the price-earnings ratio of new issue --- p.45 / Adjustment of the price-earnings ratio of new issue --- p.46 / Evaluation of the current IPO pricing method in China --- p.48 / Chapter VII. --- The post-listing return performance of unseasoned issues of 'A share' stocks in Shenzhen --- p.51 / Methodology --- p.51 / Data Analysis --- p.52 / Measure of central tendency of the sample's 8 rate of return --- p.53 / Distribution of the 8 rate of return --- p.56 / Industry effect on the post-IPO return performance --- p.57 / Size effect on the post´ؤIPO return performance --- p.60 / Chapter VIII. --- Future Prospects of IPO market in China --- p.62 / The state planning of the privatization of state-owned enterprises in China --- p.62 / Impact on IPO of state-owned enterprises after the restructuring of State Council --- p.66 / Chapter IX. --- Conclusions --- p.67 / APPENDIX --- p.72 / BIBLIOGRAPHY --- p.77

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