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Säsongsanomalier på börser i Afrika : En studie om kalendereffekter på afrikanska aktiemarknader och hur dessa skiljer sig från dess västerländska motparter / Seasonal anomalies on stock exchanges in Africa : A study on calendar effects in African stock markets and how they differ from their Western counterparts.Domander, Olof, Larsson, Erik January 2020 (has links)
Investeringar i aktier eller aktiefonder kan få ens pengar att växa genom den kumulativa avkastning som genereras. Genom ränta-på-ränta-effekten kan en liten ökning i avkastning från dessa investeringar få en stor effekt över en lång tidsperiod. På grund av detta etablerar många investerare strategier för att försöka uppnå en högre avkastning än den generella aktiemarknaden. Att slå marknaden har historiskt sett varit svårt vilket går i linje med det rådande paradigmet om att marknader är effektiva. Empirisk forskning har dock visat på återupprepande prismönster, som inneburit att det funnits möjligheter att strategiskt och systematiskt investera för att generera en högre riskjusterad avkastning än marknaden. Dessa prismönster kallas för anomalier och när de är tidsbaserade benämns de vanligtvis som kalendereffekter. Syftet med studien var att undersöka huruvida kalendereffekter även varit förekommande på marknader med mindre utvecklade institutioner och begränsad tidigare forskning. Studien är avgränsad till aktiemarknader i Afrika och har ställts i relation till motsvarande marknader i några av västvärldens mest välutvecklade ekonomier. En jämförelse har gjorts för att undersöka vart och vilka kalendereffekter som funnits samt hur resultatet skiljer sig mellan Afrika och västvärlden. Studien omfattar en tidsperiod från år 2000 fram till 2020. Resultatet visar något vanligare och mer signifikanta kalendereffekter på de afrikanska marknaderna men inte någon annan tydlig övergripande skillnad vid jämförelse med de västerländska marknaderna. Långa positioner vid månadsskiftet och efterföljande dagar alternativt vid slutet av handelsveckan har kunnat ge en högre riskjusterad avkastning än den generella marknaden i flera länder. Under tidsperioden finns det således belägg för att överavkastning kunnat uppnåtts på ett flertal afrikanska aktiemarknader genom systematiskt planerade investeringar. / Investments in equities or equity funds can help to make your money grow through the cumulative returns generated. Through compound interest, a small increase in return on these investments can have a large effect over a long period of time, resulting in many investors establishing strategies to achieve a higher return than the general stock market. Beating the market has historically been difficult which supports the prevailing paradigm that markets are efficient. However, empirical research has shown recurring price patterns, implying that there have been opportunities to strategically and systematically invest to generate a higher risk-adjusted return than the market. These price patterns are called anomalies and when time-based, are usually referred to as calendar effects. The purpose of this study was to examine whether calendar effects were also present in markets with less developed institutions and limited previous research. The study is focused on stock markets in Africa, which have been compared to corresponding markets in some of the most developed economies in the Western world. A comparison has been made to examine where and what calendar effects existed and how the results differ between Africa and the Western world. The study covers a period from 2000 to 2020. The results show slightly more common and significant calendar effects in the African markets, but no other clear overall difference was observed when compared with the Western markets. Long positions at the end of the month and subsequent days, alternatively at the end of the trading week, have been able to produce a higher risk-adjusted return than the general market in several countries. Thus, during this time period, there is evidence that excess returns could have been achieved in a number of African stock markets through systematically planned investments.
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Testing the Long-Term Profitability of the Short-Term Reversal StrategyTsiu, Matsepe Modikeng Theodore 17 June 2020 (has links)
The purpose of this investigation was to test the theoretical possibility of an investor earning a positive cash return from the activities of the stock market despite effectively holding no position at all in said market. The sample data were the daily returns for the shares of the 780 companies listed on the NASDAQ and the New York Stock Exchange (“NYSE”), which fell within the top 500 listed companies by market capitalisation between 1 January 2005 and 31 December 2017. The reversal strategy’s performance was evaluated using portfolios constructed as quantiles of 100 or 500 shares, respectively, where the investor had the option of implementing the reversal strategy immediately after an information-gathering period closed or a day thereafter. The time intervals used were 1 January 2005 to 29 September 2008 (the day the Dow Jones Industrial Average crashed by 777.68 points), 29 September 2008 to 31 December 2017 and 1 January 2005 to 31 December 2017. Of the 1000 portfolios tested in each time interval, at least 416 had positive average returns in every time interval. Of the portfolios that had positive average returns over the time intervals, at least 66 had statistically significant average returns in every time interval. The best-performing portfolio for the entire sample period was a combination of the best-performing pre-crash and post-crash portfolios - an investor who held that portfolio realised a cumulative return of approximately $61.39 for every $1 invested. The conclusion was that it was theoretically possible for an investor to earn a positive cash return from the market’s activities despite effectively holding no position at all in the market. Consequently, it was concluded that the strong form of Fama’s (1970) Efficient Market Hypothesis was disproved. Future research should include out-of-sample tests, tests that include restrictions on short selling and tests that consider the impact of trading costs on portfolio performance, to render the conclusions of this investigation more practically applicable to investors.
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The Relationship Between Share Price and Operating Cash Flow Under the Casual Theme Restaurant SettingDu, Ruixue 12 June 2008 (has links)
In spite of the well-accepted belief of the relationship between cash flow and stock price, there are some controversies about whether cash flow is a good value driver in terms of explaining the volatility of stock prices, when compared with other value drivers, such as earnings or dividends.
Most of the previous studies that have focused on the relationship between stock price and cash flow have used cross-industries data, primarily S&P 500 index. These studies do not distinguish service industry from manufacturing industry.
However, the service industry is different from manufacturing in many ways. These differences make cash play different roles in the daily operation between the service industry and the manufacturing industry.
Given these factors, whether the relationship between stock price and cash flow identified in previous studies will hold in the casual theme restaurant industry is the question this study tries to answer. Therefore, a set of 20 casual theme restaurant companies are selected through the COMPUSTAT database as the sample of this study.
In this study, the performance of cash flow, earnings and dividends helping to explain the stock price move will be compared and ranked under the setting of casual theme restaurants. This result will provide the management of casual theme restaurants a guideline, which explains how to maintain the stock price increase and minimize the volatility by monitoring the most important value driver of the industry.
The methodology of this study will follow the traditional multiple valuation model. The logic of this model is to compare the pricing error of different value drivers and determine which one is the best.
The results of this study show that operating cash flow outperformed earnings and dividends in the multiple valuation tests. This is different from the results of previous studies that earnings has the strongest explanatory power in the variance of share price. / Master of Science
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Application of Machine Learning in Stock Prediction, Portfolio Optimization and Experimental Investigation of People’s Behavior towards AI Stock Prediction / 株式予測とポートフォリオ最適化のための機械学習応用および人工知能の株式予測に対する人間行動の実験研究Mao, Bolin 23 March 2023 (has links)
京都大学 / 新制・課程博士 / 博士(経済学) / 甲第24374号 / 経博第661号 / 新制||経||302(附属図書館) / 京都大学大学院経済学研究科経済学専攻 / (主査)教授 西山 慶彦, 教授 江上 雅彦, 教授 秋田 祐哉 / 学位規則第4条第1項該当 / Doctor of Economics / Kyoto University / DGAM
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Testing the weak-form of the efficient market hypothesis on the Johannesburg stock exchange after the global financial crisisGgayi, Collin Mugga January 2021 (has links)
Magister Commercii - MCom / The efficient market hypothesis (EMH) is a controversial theory in Finance.
Advocates of the EMH argue that it provides a basis for understanding financial
markets while critics suggest that the hypothesis is unreasonable in its assumptions
of the real function of these markets. Although the EMH may not be perfect, it
provides a sufficient baseline against which financial markets may be analysed.
Over the past couple of years, academics have broadly examined the EMH in both
developing and developed financial markets. However, limited research has been
done on African markets. Therefore, this study examines the weak-form EMH of
the Johannesburg Stock Exchange (JSE) after 2008 to ascertain the impact the 2008
global financial crisis had on its efficiency. This study analysed the JSE using
weekly and monthly returns of the three major indices (RESI 10, FINI 15, INDI 25)
as well as the individual companies under these indices from 30th January 2009 to
30th January 2019. Analysis was carried using various statistical tests i.e., runs test,
variance ratio test, unit root tests, and a GARCH model which revealed mixed
results.
Results of the unit root tests (ADF and PP) confirm that the JSE is weak-form
efficient when both the weekly and monthly data of the indices and individual
companies are analysed. The results of the runs test reveal that all the weekly and
monthly data apart from the weekly data of the companies under RESI 10 index
exhibit weak-form efficiency. The variance ratio test confirms weak-form
inefficiency when weekly data is used while the monthly data confirms weak form efficiency of the JSE and shows that the market moves from periods of efficiency
to periods of relative predictability. The results of the GARCH model on the other
hand confirm the weak-form efficiency of the JSE when both the weekly and
monthly data of the indices are analysed.
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Growth or Value? : An Empirical Study on the Risk-Adjusted Return for Growth and Value Stocks on the S&P 500Olausson, Viktor, Andersson Sjöberg, Simon January 2024 (has links)
Investors have developed and used a range of investment strategies to generate a higherreturn than the overall market. Among these strategies, value and growth investing aretwo strategies that have become especially popular within the investment community.The difference between the two strategies originates from their differing perspectives onvalue ratios, where growth investors search for stocks with higher ratios on metrics likeprice-to-earnings (P/E) and price-to-book (P/B), called growth stocks, while valueinvestors seek stocks with lower ratios, called value stocks. The main purpose of thisstudy is to determine whether value or growth stocks provide a superior risk-adjustedreturn to offer investors an updated insight on portfolio allocation. The secondary purposeis to capture how resilient or sensitive the two types of stocks are to market volatility, toidentify characteristics that make certain compositions of stocks more effective duringdifferent periods. The sample consists of firms included in the S&P 500 index and thestocks are classified into value or growth stocks using the P/E ratio and the P/B ratio.Tests are performed each year between 2012 and 2023 to see how they perform, and withthe Sharpe ratio we are able to compare the two stock types based on their risk-adjustedreturn. Early research on value and growth investing came to the same conclusion, that valuestocks give a higher return than growth stocks, which has been the general view on thetwo strategies. More recent studies have identified a potential shift in the previous view,with indications that growth stocks perform better, and in recent years, firms in the techoriented business have seen high ratios, but at the same time they have generated highreturns. The empirical results show that during the time period studied, growth stocksoutperform value stocks in some years, value stocks outperform growth stocks in others,and in some, no statistical difference between the two is found. Over the whole period,from 2012 to 2023, we find that growth stocks have provided a higher risk-adjusted returncompared to value stocks, aligning with the most recent studies and challenging theprevious view that value stocks perform better. During volatile times, in this studyidentified as 2020 to 2022 during the Covid-19 crisis, the empirical result show that involatile market conditions, value stock perform better and is the better alternative for riskadjusted return.
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Legal insider trading and abnormal returns : Gender disparities and position effects in the Swedish marketLandahl, Jonathan, Wallén, Marcus January 2024 (has links)
Whether insiders can use informational advantage when purchasing or selling their company stocks to generate cumulative abnormal returns (CAR) has shown different results in several markets. The Swedish market is yet to be extensively examined, and this thesis aims to understand how insiders in the OMXS30 companies perform when testing CAR and if there exists an information asymmetry. A predicted return is generated through the market model to calculate CAR, and the same index OMXS30 is combined with stock return data. We conducted an event study through Stata to match the transactions with a particular trading day to see how the insiders' transaction yielded CAR. We find that significant CAR exists for all insider groups for various event windows and find a difference in significant CAR for both genders and insider positions. The results were robust when we changed to a new market index as the independent variable in our regression analysis. The results align with previous literature, stating that insiders generated significant CAR from insider trading and differences between insider position and gender (Jeng et al. 2003; Jiang & Zaman, 2010; Lasfer & Ye, 2023). The findings can be used for regulatory purposes when investigating information asymmetry.
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Dina pengar - Ditt förnuft : En kvantitativ studie om psykologiska faktorer och prognosers inverkan på aktieägarnas investeringsbeslutKifork, Sandra, Issa, George January 2016 (has links)
Purpose: The purpose of this paper is to examine if underlying psychological factors have an impact on shareholders' investment decisions and if forecasting quarterly reports have an impact on shareholders' investment decisions. Methods: The study combines an application of two different methods, survey and an event study. The purpose of the survey was to investigate if psychological factors interfere with shareholders' investment decisions. The Event study is designed to measure equity market reaction to the forecasts and if any changes occurred in the companies' share price. Theoretical: This study is based on established theories in the fields of behavioral finance, the efficient market hypothesis and the economic man. Conlusion: Underlying psychological factors have a certain impact on the shareholders' investment decisions. Both events study and survey, in particularly the part of the survey, which includes forecasts, showed that the shareholders are not affected by the forecasts published by market analysts.
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Företagsförvärv ur målföretagets perspektiv : en eventstudie om onormala avkastningar till följd av offentliggörandet av företagsförvärvLiljeskär, Alexander, Lundin, Fredrik January 2017 (has links)
Syfte: Studiens syfte var att undersöka om det uppstår onormal avkastning för målföretagets aktieägare vid offentliggörandet av företagsförvärv på den svenska aktiemarknaden, samt att undersöka om den svenska aktiemarknaden är effektiv enligt den effektiva marknadshypotesen. Metod: I uppsatsen tillämpades en eventstudie för att studera den onormala avkastningen. Datainsamlingen har skett från Thomson Reuters Eikon, Orbis, Zephyr och Retriver. Studiens dataunderlag har analyserats och presenterats i figurer och tabeller. Resultatet bygger på hypotesprövning och signifikanstest av framräknade onormala avkastningar. Resultat & slutsats: Resultatet visade att målföretagens aktieägare vid offentliggörandet av företagsförvärv i genomsnitt erhöll en hög positiv onormal avkastning under perioden 2011 till 2016, samt att den svenska aktiemarknaden var effektiv. Detta genomsnittliga värde var statistiskt signifikant på signifikansnivån 0,01 procent. Förslag till fortsatt forskning: Ett förslag till vidare forskning är att undersöka ett längre tidsspann, vilket kan öka populationens storlek. Vidare forskning kan även undersöka om olika faktorer i företagsförvärvet kan förklara de erhållna onormala avkastningarna. Uppsatsens bidrag: Studien bidrar med relevant information till företagsledningar, finansanalytiker och företagsintressenter. Detta eftersom studiens resultat skapar förståelse för företagsförvärv i en svensk kontext och kan därför ligga till grund för beslutsfattande, värderingar och beräkningar av framtida företagsförvärv. / Aim: The aim of the study is to examine if the target company shareholders receive an abnormal return on the day of the announcement, on the Swedish stock market. The study also examines if the Swedish stock market is efficient according to the efficient market hypothesis. Method: The study was conducted according to the event study methodology. The data was collected from Thomson Reuters Eikon, Orbis, Zephyr and Retriever. The findings in the study was displayed and analysed in figures and tables. Hypothesis test and test of significance were used to investigate the aim of the study. Findings and conclusions: For the time period studied, 2011 to 2016, the target company shareholders on average received a high positive abnormal return on the day of the announcement, which was significant on the one percent level. The findings also indicates that the Swedish stock market is efficient according to the efficient market hypothesis. Suggestions for future research: One suggestion for future research could be to expand the time interval, which could increase the size of the population. Future research could also take the characteristics of the acquisition in consideration in an attempt to explain the abnormal returns found in this study. Contribution of the thesis: This study’s findings are relevant for the chairmen of the board, finance analysts and corporate stakeholders. The findings in this study provides an understanding of the nature of acquisitions on the Swedish stock market, which can be used for decision making, evaluations and calculations of future acquisitions.
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Efficient market hypothesis in the modern eraVlček, Šimon January 2016 (has links)
Efficient Market Hypothesis (EMH) has been the central assumption of financial modelling in the previous decades. At its core, it is a statement about the efficient incorporation of available information in the prices of assets, rendering each price a 'true' representation of the asset's intrinsic value. The notion of informationally efficient financial markets has been, since its formulation, entrenched in the very core of our understanding of how asset pricing works, yet, with ever so increasing frequency, when subjected to empirical scrutiny, it fails to prove its explanatory and predictive prowess. New academic strands emerged have emerged as a result, attempting to explain those empirical short-comings, with rather mixed results. The new models and theories often either explain a singular anomaly, rather than pro- viding a generalized and consistent theoretical framework, or are exclusive with the general state of financial markets, which tends to be efficient and rational. This thesis shall explore the relationship of information and financial mar- kets, taking into account developments that have occurred since the inception of the EMH. Subsequently it will present a new theoretical model for asset pric- ing and ipso facto the efficiency of financial markets, based on meta-analysis of information, along...
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