...Research Journal of Finance and Accounting www.iiste.org ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online) Vol.6, No.3, 2015 27 Predicting Stock Market using Regression Technique Prof. Mitesh A. Shah1* Dr.C.D.Bhavsar2 1.Department of Statistics, S.V. Vanijya Mahavidyalaya, Ahmedabad, Gujarat, India 2.Department of Statistics, Gujarat University, Ahmedabad, Gujarat, India Email of the corresponding Author: m_a_shah73@yahoo.com Abstract We use two and half year data set of 50 companies of Nifty along with Nifty from 1st Jan 2009 to 28th June 2011 and apply multivariate technique for data reduction, namely Factor Analysis. Using Factor analysis we reduce these 50 companies’ data (50 variables) into the most significant 4 FACTORS. These four significant factors are then used to predict the Nifty using Multiple linear regression. We observed that the model is good fitted and it explained 90 % of the total variance. Keywords: Nifty, Factor Analysis, Multiple Linear Regression, Data reduction 1. Introduction: In this paper, we applying data reduction technique of Factor analysis on the Nifty Stocksand then predict NIFTY using Multiple Linear Regression Technique. Factor analysis is a statistical technique to study interrelationship among the Variables. The idea behind factor analysis is grouping the variables by their correlation in such a way that particular group is highly correlated among themselves but relatively smaller correlation with the variables in other group...
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...International Research Journal of Finance and Economics ISSN 1450-2887 Issue 30 (2009) © EuroJournals Publishing, Inc. 2009 http://www.eurojournals.com/finance.htm Fundamental Analysis Strategy and the Prediction of Stock Returns Jaouida Elleuch* Faculty of Economics and management sciences (FSEG), University of Sfax, Tunisia E-mail: Elleuchj@yahoo.fr Abstract This paper examines whether a simple fundamental analysis strategy based on historical accounting information can predict stock returns. The paper’s goal is to show that simple screens based on historical financial signals can shift the distribution of returns earned by an investor by separating eventual winners stocks from losers. Results show that historical accounting signals can be used to improve the entire distribution of future returns earned by an investor. In fact, despite the overall down activity of the market over the sample period chosen, results reveal that fundamental accounting signals can be used to discriminate from an overall sample generating future negative returns of -0,116 a winner portfolio that provide positive future return of 0,019 from a loser one generating a negative return of -0,229. The over-performance of the winner portfolio seems to be attributable to the ability of the fundamental signals to predict future earnings. In fact, results show that fundamental signals have a positive and significant correlation with future earnings performance and that the winner portfolio have a future...
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...Rudkin School of Accounting and Finance, University of Wollongong, Wollongong, Australia Abstract Purpose – The purpose of this paper is to report on a study of how users of company annual reports in the emerging market of Sri Lanka view those reports. Since limited studies exist that examine financial reporting practices in emerging markets, little is known about the user perceptions of company annual reports in these markets. This paper contributes to filling this gap by examining the views of a wide spectrum of users on the usefulness of corporate annual reports in Sri Lanka. Design/methodology/approach – The data reported in this study were collected through a questionnaire survey, covering seven user groups – accountants, executives, bankers, tax officers, academics, financial analysts, and investors. The 264 responses received were analysed using the Kruskal-Wallis one-way ANOVA test. Findings – The results reveal that most use annual reports for obtaining information for share transactions. Despite the long delay in publishing many annual reports and lack of availability of these reports to the general public, the majority of users view annual reports as the most important source of company information. The paper also reveals that, in comparison with developed markets, Sri Lankan users depend more on annual report information than on information provided by stockbrokers, newspapers, and other media reviews. Originality/value – This paper provides information about the usefulness...
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...Ranking of Top 500 Companies Rank | Company | Rank | Company | Rank | Company | Rank | Company | Rank | Company | 1 | O N G C | 101 | Adani Power | 201 | Sundaram Finance | 301 | Kirloskar Oil | 401 | Himadri Chemical | 2 | TCS | 102 | Glenmark Pharma. | 202 | Rajesh Exports | 302 | Sh.Renuka Sugar | 402 | Orient Paper | 3 | Reliance Inds. | 103 | Shree Cement | 203 | Opto Circuits | 303 | H T Media | 403 | IVRCL | 4 | Coal India | 104 | M R P L | 204 | TTK Prestige | 304 | KSK Energy Ven. | 404 | Nitin Fire Prot. | 5 | ITC | 105 | Bajaj Finserv | 205 | Prestige Estates | 305 | Bombay Dyeing | 405 | SRF | 6 | St Bk of India | 106 | Wockhardt | 206 | CESC | 306 | BGR Energy Sys. | 406 | Unichem Labs. | 7 | HDFC Bank | 107 | Bhushan Steel | 207 | Madras Cement | 307 | City Union Bank | 407 | Magma Fincorp | 8 | Infosys | 108 | United Spirits | 208 | D B Corp | 308 | United Bank (I) | 408 | Elantas Beck | 9 | NTPC | 109 | Satyam Computer | 209 | Info Edg.(India) | 309 | Kennametal India | 409 | Hotel Leela Ven. | 10 | Bharti Airtel | 110 | GMR Infra. | 210 | Indiabulls Power | 310 | KPIT Infosys. | 410 | Styrolution ABS | 11 | ICICI Bank | 111 | Tech Mahindra | 211 | Voltas | 311 | Tuni Text. Mills | 411 | Gravita India | 12 | H D F C | 112 | Aditya Bir. Nuv. | 212 | Shri.City Union. | 312 | Wyeth | 412 | ICRA | 13 | Hind. Unilever | 113 | JP Power Ven. | 213 | Jindal Saw | 313 | Sadbhav Engg. | 413 | P I Inds. | 14 | Wipro | 114 | Piramal Enterp. |...
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...Financial Reporting Problem Part 2 Acc/290 week 9 9/24/14 Oscar Ledesma PepsiCo a highly recognize beverage distributor. The company started up in late 1800 in a drug store and its original name was “Brad’s Drink”. The company launch “Brad’s Drink” into the market in 1898 which would later change the drink name to Pepsi. It is an enormous company which has numerous assets as well as liabilities and that also has various investors as well as creditors that do not mind working with this company because the company runs a good business. To companies like PepsiCo their current assets are very significant. In the company’s balance sheet “current assets” are the assets that the company will anticipate turning into currency or will consume inside the first year or one operating cycle whatever is longer. For most of the businesses, recent assets will be on a one year cycle in the balance sheet. Companies could use their assets to help their routine operation like paying their current expenses. A company type of current assets includes currency, bankable bonds, stocks, account receivable, prepaid expense as well as any additional liquid assets that the company can turn into cash quickly. However, according to Kimmel, Weygandt and Kieso 2011, companies, usually, will arrange their current assets in the order in which they believe they will turn into...
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...Are IFRS-based and US GAAP-based Accounting Amounts Comparable? Mary E. Barth* Stanford University Wayne R. Landsman, Mark Lang University of North Carolina Christopher Williams University of Michigan August 2011 * Corresponding author: Graduate School of Business, Stanford University, 94305-5015, mbarth@stanford.edu. We appreciate funding from the Center for Finance and Accounting Research, Kenan-Flagler Business School and the Center for Global Business and the Economy, Stanford Graduate School of Business. We appreciate comments from Elicia Cowins, Julie Erhardt, Margot Howard, Elmar Venter, an anonymous reviewer, and workshop participants at the University of Cologne, ESSEC Business School, George Washington University, Giessen Business School, University of Graz, IESE Business School, University of Leeds, University of Missouri, Oklahoma State University, Shanghai University of Finance and Economics, Singapore Management University, Southern Methodist University, Stanford University, Washington University at St. Louis, and the European Accounting Association Congress. We also thank Dan Amiram and Mark Maffett for assistance with data collection. Electronic copy available at: http://ssrn.com/abstract=1585404 Are IFRS-based and US GAAP-based Accounting Amounts Comparable? Abstract This study documents whether application of IFRS by non-US firms results in accounting amounts comparable to those resulting from application of US GAAP by US firms. IFRS firms have...
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...| Counting since 19.11.2005 <http://lipas.uwasa.fi/~ts/wbfa/wbfa.htm> URN:NBN:fi-fe20051937 Copyright © 2002-2005 by Prof. Timo Salmi, Prof. Jussi Nikkinen & Prof. Petri Sahlström Paper last modified Thu 24-Nov-2005 11:57 Subsequent references last appended Tue 9-Nov-2010 | Timo Salmi, Jussi Nikkinen &Petri Sahlström Department of Accounting and Finance Faculty of Business Studies University of Vaasa, Finland The Review of the Theoretical and Empirical Basis of Financial Ratio Analysis Revisited With the Modern Developments in the Web-Based Publishing Abstract This web-based publication is an addendum to a previous review of the research and research trends in financial ratio analysis. The first purpose is to add more current references to the previous review. The second purpose is to emphasize the changes facilitated by the modern World Wide Web based publication practices and their impact on the availability of scientific publications. The new references are listed only without detailed reviewing, since no drastic additions have come to the fore in the field. However, it is felt that the additions are sufficient to warrant this addendum made readily possible by the option of making this publication available online. Keywords: Financial statement analysis, financial ratios, review, electronic publishing Referencing: Salmi, Timo, Jussi Nikkinen & Petri Sahlström (2005). The Review of the Theoretical and Empirical Basis of Financial Ratio Analysis Revisited...
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...IMPORTANT GENERAL KNOWLEDGE FOR BANK RECRUITMENT TEST (PART 1) 01. The number one natural wonder of the world- Iguazu Waterfalls, Brazil 02. The country which gives Bangladesh the maximum amount of loan isJapan 03. The headquarter of world tourism organization is in- Madrid, Spain 04. The Geneva Convention deals with- conduct of war. 05. The book ‘Glimpses of World History’ was written by Jawaharlar Nehru. 06. Mother Teresa was born in – Mecidonia 07. The largest island in the world is – Greenland. 08. Naiko Gas Company belongs to the country is- Canada 09. Naigra falls is located in – North America 10. The American General who led the revolt against the British and declared American independence was- George Washington. 11. The country that accounts for nearly one third of the total teak production of the world is- Myanmar. 12. The name of statesman who received Noble prize for literary work is- Churchill. 13. Albert Einstein was born in – Germany. 14. The largest Ocean of the world is - Pacific Ocean. 15. International Rice Research Institute (IRRI) is located in – Manila, Philippines. 16. The industrial revolution was started in – England 17. ‘NASAKA’ is the border force of – Myanmar. 18. Golan Heights is a cause of discord between- Syria and Israel. 19. Name of the country, which has largest rainforest- Brazil. 20. Transfer of foreign fugitive to his home country is – Extradition. 21. The country that is called ‘the door of Europe’ is –Vienna (Austria) 22. Nelson Mandela...
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...India | | Type | Public | Traded as | NSE: SBIN BSE: 500112 LSE: SBID BSE SENSEX Constituent CNX Nifty Constituent | Industry | Banking, Financial Services | Founded | 2 June 1806 | Headquarters | Mumbai, Maharashtra, India | Area served | Worldwide | Key people | Arundhati Bhattacharya (Chairman) | Products | consumer banking, corporate banking, finance and insurance, investment banking, mortgage loans, private banking, private equity, savings, Securities, asset management, wealth management, Credit cards, | Revenue | 200560 crore (US$32 billion) (2012)[1][2] | Profit | 17916 crore (US$2.9 billion) (2013)[1][2] | Total assets | 1566261 crore (US$250 billion) (2012)[1][2] | Total equity | 98884 crore (US$16 billion) (2012)[1][2] | Owners | Government of India | Employees | 295,696 (2012)[2] | Website | www.sbi.co.in | State Bank of India (SBI) is an Indian multinational banking and financial services company. It is a government-owned corporation with its headquarters in Mumbai, Maharashtra. As of December 2013, it had assets of US$388 billion and 17,000 branches, including 190 foreign offices, making it the largest banking and financial services company in India by assets.[3][4] State Bank of India is one of the Big Four banks of India, along with ICICI Bank, Punjab National Bank and HDFC Bank. The bank traces its ancestry to British India, through the Imperial Bank of India, to the founding, in 1806, of the Bank of Calcutta, making it the...
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...and profitable product in the building material sector. With the economic boom, in India, Indian cement industry is a market of opportunities waiting to be tapped. However, at the same time cement industry is also experiencing a surge in demand. Production of Cement will always release carbon dioxide and change in the climate of the earth that is why despite its profitability, the cement industry faces many challenges regarding environmental concerns and sustainability issues. In order to minimize the impact of all of the above mentioned issues, it is clear that the cement and construction industry will have to adapt to remain sustainable and in this process a number of innovative and new practices have to be adopted. The objective of this paper is to analyze the gap between the existing reporting practices and level of disclosure desired by stakeholders of cement companies and to identify the areas...
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...IBC If you would like to receive a printed version, please email your details to CRS@olamnet.com Olam AR 2014_IFC 250914_TH_NEW OK.indd 1 Olam A/R_Final cover Size: 662.5(W)x297(H)mm-ISO39L Olam International Limited Olam International Limited 9 Temasek Boulevard 9 Temasek Boulevard #11-02 Suntec Tower Two #11-02 Suntec Tower Two Singapore 038989 Singapore 038989 Telephone (65) 6339 4100 Telephone (65) 6339 4100 Facsimile (65) 6339 9755 Facsimile (65) 6339 9755 olamgroup.com olamgroup.com Transcending Boundaries Annual Report 2014 Annual Report 2014 olamgroup.com In an effort to reduce our printed material, we have produced this year’s Corporate Responsibility & Sustainability Report on CD. Olam International Limited | Annual Report 2014 Connectivity in the Landscape DC PMS8400c NCL U315188 GP1B 01.10.2014 175# MY C K 2 U 14-023 01/10/2014 21:12 Our Vision To be a differentiated, leading, global agri-business. Our Governing Objective Maximising intrinsic shareholder value over time for our continuing shareholders, in an ethical, socially responsible and environmentally sustainable manner. Olam AR 2014_IFC 250914_TH_NEW OK.indd 2 Olam A/R_Final cover Size: 662.5(W)x297(H)mm-ISO39L Front Cover This year’s cover design celebrates Olam’s 25 years of growth. Our name means ‘transcending boundaries’ and this has inspired our journey since our inception in 1989 in Nigeria. DC ...
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...Student Handbook 2012 WELCOME TO WAIKATO Welcome to the University of Waikato. I hope you make the most of your time here and the opportunities that will present themselves during the course of your study. You have come to an excellent university that is ranked top in 10 subjects under the Government’s Performance Based Research Fund. We are also internationally connected; we have research connections and student exchanges with some of the world’s top universities. I urge you to consider taking part in these while you are with us. Here at the University of Waikato, you will be taught by lecturers who are leaders in their fields of research and who win national teaching awards. We are proud of our academic quality and the fact that we turn out sought-after graduates who go on to take up important roles in all parts of the world. You will already have noticed our beautiful campus which is set in 68 hectares of gardens, green space and lakes. At the heart of it all is the new Student Centre, which was completed in 2011. With its accessible areas, Library services and multitude of facilities, it is a place for students to study or just gather together and we are very proud of this building. In 2011 we celebrated 10 years of another important building, the Gallagher Academy of Performing Arts. This world-class facility was the vision of a group of driven Waikato people. It quickly became a focal point in the campus and continues to be an important venue for the performing...
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...College Credit Through Advanced Standing Produced by the Office of Academic Services This manual is accurate as of the date of publication. As new information becomes available, it will be posted to the online version, available through the Academic Services web site, www.nvcc.edu/aboutnova/directories--offices/administrative-offices/academic/index.html. Revised June 2012 Table of Contents INTRODUCTION ........................................................................................................... 3 PURPOSE .................................................................................................................................3 TYPES OF ADVANCED STANDING ...................................................................................................3 GENERAL PROCEDURES ...............................................................................................................4 EVALUATION RESPONSIBILITIES .....................................................................................................5 SECTION 1—CREDITS FROM POST-SECONDARY INSTITUTIONS ........................................ 7 GENERAL CONDITIONS ................................................................................................................7 GENERAL EDUCATION TRANSFER CREDIT FOR STUDENTS WITH PREVIOUS DEGREES ..................................9 EVALUATION OF INTERNATIONAL TRANSCRIPTS .....................................................................
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...[pic] MANAGEMENT FINAL PROJECT Submitted To: SIR SOHAIL ISLAM GROUP NO.21 MBA(SECTION A) Submitted By: Sadaf Iqbal 08110012 Kiran Sarwar 08110005 Tayyaba Maqsood 08110002 Muneeba Arshad 08110013 Ayesha Rehman 08110051 DEDICATED TO HOLY PROPHET HAZRAT MUHAMMED (PBUH) & OUR LOVING PARENTS AND TEACHER SIR SOHAIL ISLAM, WHOM GREATNESS WE CAN’T JUST DESCRIBE IN WORDS, BY WHOM ONLY, WE HAVE BEEN ABLE TO TOUCH THIS STAGE OF LEARNING. ACKNOWLEDGEMENTS We have no words at our command to express our deepest gratitude and innumerous thanks to The Most Beneficent, The Most Merciful, The Most Compassionate, The Most Gracious ALMIGHTY ALLAH, Whose Bounteous Blessing and Exaltation flourished our thoughts and thrive our ambition to have the cherish fruit of our modest efforts in form of this manuscript from the blooming spring of blossoming knowledge. We also offer our humble thanks to HOLY PROPHET MUHAMMAD (PBUH), the cause of creation of the universe, who is forever a source of guidance and beacon of knowledge for the mankind. We are unfathomably indebted to our Respected Sir, Mr. Sohail Islam GIFT University Gujranwala for his keen interest, encouragement, co-operative...
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...BELHAVEN UNIVERSITY Jackson, Mississippi A CHRISTIAN UNIVERSITY OF LIBERAL ARTS AND SCIENCES FOUNDED IN 1883 CATALOGUE 2014-2015 EFFECTIVE JUNE 1, 2014 Directory of Communication Mailing Address: Belhaven University 1500 Peachtree St. Jackson, MS 39202 Belhaven University 535 Chestnut St. Suite 100 Chattanooga, TN 37402 Belhaven University 7111 South Crest Parkway Southaven, MS 38671 Belhaven University – LeFleur 4780 I-55 North Suite 125 Jackson, MS 39211 Belhaven University 15115 Park Row Suite 175 Houston, TX 77084 Belhaven University Online 1500 Peachtree St. Box 279 Jackson, MS 39202 Belhaven University 1790 Kirby Parkway Suite 100 Memphis, TN 38138 Belhaven University 4151 Ashford Dunwoody Rd. Suite 130 Atlanta, GA 30319 Belhaven University 5200 Vineland Rd. Suite 100 Orlando, FL 32811 Traditional Admission Adult and Graduate Studies Admission – Jackson Atlanta Chattanooga Desoto Houston Memphis Orlando Alumni Relations/Development Belhaven Fax Business Office Campus Operations Integrated Marketing Registrar Student Life Security Student Financial Planning Student Development Online Admission Online Student Services (601) 968-5940 or (800) 960-5940 (601) 968-5988 or Fax (601) 352-7640 (404) 425-5590 or Fax (404) 425-5869 (423) 265-7784 or Fax (423) 265-2703 (622) 469-5387 (281) 579-9977 or Fax (281) 579-0275 (901) 896-0184 or Fax (901) 888-0771 (407) 804-1424 or Fax (407) 367-3333 (601) 968-5980 (601) 968-9998 (601) 968-5901 (601) 968-5904 (601) 968-5930 (601) 968-5922...
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