An Analysis of Coincidence between KSE-100 and S&P 500 Index using Spectral Approach

Syed Monis Jawed


DOI: http://dx.doi.org/10.22555/pjets.v4i2.206

Abstract


When dealing with time series data, particularly of higher frequency,
we are often interested in figuring out periods which are of vital
importance. Here in this research, the returns on KSE-100 and S&P
500 index are taken on daily basis from September 2001 to June 2013.
As thousands of data points (due to high frequency) are considered,
it is impossible for us to figure out any pattern in series, unless
suitable filtering is applied on them. For this purpose, a power
spectrum will be made by means of a fast fourier transform. This will
yield us the events that has influenced KSE-100 index considerably
in post 9/11 scenario.


Full Text:

PDF

References


Akber, U. and Muhammad, N. (2013). Is Pakistan Stock Market moving

towards Weak-form efficiency? Evidence from the Karachi Stock

Exchange and the Random Walk Nature of free-float of shares of KSE

Index, MRPA Paper 51980, University Library of Munich, Germany

Bollerslev, T. and Wright, J. H. (2001). High Frequency Data, Frequency

Domain Inference, and Volatility Forecasting, The Review of Economics

and Statistics, Vol. 83, No. 4, pp 596-602

Breitung. J. and Candelon, B. (2006). Testing for short- and long- run

causality: A Frequency domain approach, Journal of Econometrics,

Vol. 132, pp363-378

Fama, E. F. (1970). Efficient Capital Markets: A Review of Theory and

Empirical Work, The Journal of Finance, Vol. 25, No. 2, pp 383-417

Gradojevic, N. and Dobardezic, E. (2013). Causality Between Regional

Stock Markets: A Frequency Domain Approach, Panoeconomicus,

Vol. No. 5, pp 633-647

Iqbal, J. (2012). Do local and macroeconomic variables help forecast

volatility of Pakistani stock market?, The 32nd International Symposium

on Forecasting, Boston, USA

McCullough, B. D. (1995). A Spectral Analysis of Transactions Stock

Market Data, The Financial Review, Vol . 30, No. 4, pp 823-842

McCullough, B.D. (1997). An Analysis of Stock Market Transactions

Data, The Quarterly Review of Economics and Finance, Vol. 37, No.

, pp 887-903

Rocha, B .D. P. and Souza, I.V.D. (2012). Some International Evidence

on the Relationship between Financial System and Economic Growth

in the Frequency Domain , Federal University of General Mines,

Faculty of Economic, Centre for Development and Regional Planning,

Discussion Paper No. 461



Refbacks

  • There are currently no refbacks.


Chief Editor

Prof. Dr. Ejaz Ahmed 
Dean
College of Computer Science & Information Systems

Editor

Prof Dr. S. M. Aqil Burney

Associate Editors

Prof. Dr. Tariq Rahim Soomro
Dr. Muhammad Mansoor Aalam

Publication Coordinator
Konpal Darakshan

Editorial Advisory Board (Internal)

Dr. Syed Irfan Hyder
Dr. Mohammad Irshad Khan
Dr. Shahid Amjad
Dr. Abdul Rauf Farooqui
Dr. Syed Iftikhar Ali
Dr. Tajuddin Islamuddin
Dr. Muhammad Danish Khan
Dr. Imran Majid
Dr. Fatima Riaz
Dr. Adeel Ansari
Dr. Zeeshan Shahid
Ms. Seema Ansari

Editorial Advisory Board (International)

Prof. Dr. Mazliham Mohd Su'ud, President, Universiti Kuala Lumpur, Malaysia
Prof. Dr. Ghassan Al-Qaimari, President, Emirates College of Technology, Abu Dhabi, UAE
Prof. Dr. Patrice Boursier, Universite de La Rochelle, La Rochelle, France
Prof. Dr. Mudassir Uddin, Professor, University of Karachi, Pakistan
Dr. Nadeem Doudpota, Associate Professor, Al-Baha University, KSA
Dr. Haithem Abdelrazaq Almefleh, Associate Professor, Yarmouk University, Yarmouk, Jordan
Dr. S. Asim Ali, Assistant Professor, University of Karachi, Pakistan

Member Editorial Review Board (International – Academia)

Dr. Asadaullah Shah, Professor, International Islamic University, MalaysiaDr. Hasan Wahba, President American College of Dubai, United Arab Emirates (UAE)
Dr. Tahseen Jilani, Assistant Professor, University of Manchester, UKDr. Atif Memon, Associate Professor, The University of Maryland, USA
Dr. Syed Waliullah Shah, University Sains, MalaysiaDr. Inayatullah Shah, International Islamic University, (Kuantam), Malaysia
Dr. Salahttin Kuru, Kemeburgaz University, TurkeyDr. Soon Min, INTI International University, Malaysia
Dr. Shahrulniza Musa, Professor, Malaysian France Institute, Universiti Kuala Lumpur, Bandar Baru Bangi, MalaysiaDr. R. Praveen Sam, Professor, Department of Computer Science and Engineering, G. Pulla Reddy Engineering College, KURNOOL, India
Dr. Manzoor Ahmed Hashmani, Associate Professor, University Technology Petronas, MalaysiaDr. Alveera Mehdi, Professor, Aligarh Muslim University, Aligarh, India

Dr. Sajjad Waheed, Professor, Department of Information and Communication Technology, Mawlana Bhashani Science and Technology University, Tangail 1902, Bangladesh

Dr. Kushairy Bin Abdul Kadir, Associate Professor, British Malaysian Institute, Universiti Kuala Lumpur, Gombak, Malaysia
Dr. Mohammad Hameed Ahmed AlTaei, Assistant Professor, Applied Sciences College, Sohar, OmanDr. Eiad Yafi, Associate Professor, Malaysian Institute of Information Technology Universiti, Malaysia
Dr. Muhammad Azam Sheikh, Assistant Professor, Chalmers University, SwedenDr. Safeeullah Soomro, Postdoc Dean College of Computer Studies, AMA Int. University, Bahrian
Dr. Aymen Adil Belghith, Assistant Professor, University of Sfax, Sfax,TunisiaDr. Radwan Alsadiq Alqirmazi, Assistant Professor, University of Sfax, Sfax,Tunisia
Dr. Mohammad Arif Amin, Assistant Professor, Higher College of Technology, Abu Dhabi Men’s College, Abu Dhabi, United Arab Emirates (UAE)Dr. Ismat Aldmour, Assistant Professor, Al-Baha University, Kingdom of Saudi Arabia (KSA)
Dr. AbdulRahman Ahmed Mohammed Al-Sewari, Senior Lecturer, Universiti Malaysia Pahang, Pahang, MalaysiaDr. Mohammed A. Afifi, Director, Associate of Science in Computer Science, Al Dar University College, Dubai, United Arab Emirates (UAE)
Dr. Youssef Ahmed Masmoudi, Assistant Professor, Saudi Electronic University, Jeddah male Campus, Kingdom of Saudi Arabia (KSA)Dr. Zulfiqar Memon, Assistant Professor, Ajman University of Science & Technology, Ajman, United Arab Emirates (UAE)
Dr. Abdul Basit Samsuddin Banga, Assistant Professor, Saudi Electronic University, Jeddah male Campus, Kingdom of S. Arabia (KSA)Dr. Mohamad Ismail Sulaiman, Senior Lecturer, British Malaysian Institute, Universiti Kuala Lumpur, Gombak, Malaysia
Dr. Syed Faiz Ahmed, Senior Lecturer, British Malaysian Institute, Universiti Kuala Lumpur, Gombak, Malaysia

Dr. Jawad Ali Shah, Senior Lecturer, British Malaysian Institute, Universiti Kuala Lumpur, Gombak, Malaysia

Dr. Sarfraz Nawaz Brohi, Lecturer, Taylor’s Unversity, Lakeside Campus, Malaysia

Dr. Fahad Sikander, Assistant Professor, Saudi Electronic University, Kingdom of Saudi Arabia (KSA)


Member Editorial Review Board (International – Non Academia)

Dr. Abdul Razaque Memon, Director Solution Marketing at Huawei Technology, AustraliaDr. Syed Abbas, Project Director, NetSys Technical Services, Business Bay, Duabi, United Arab Emirates (UAE)
Dr. Muntasser Khater, Educational Senior Consultant, CAN DU e-Business, Dubai, United Arab Emirates (UAE) 

Member Editorial Review Board (National – Academia)

Dr. Madad Ali Shah, Professor and Vice Chancellor, BBS University of Technology & Skill Development, KhairpurDr. B. S. Chaudhry, Professor, Mehran University of Engineering & Technology (MUET), Jamshoro
Dr. Mir Ghulam Hyder Talpur, Professor, University of Sindh, JamshoroDr. Imdad Ismaili, Professor, University of Sindh, Jamshoro
Dr. Syed Asif Ali, Professor, Sindh Maderessah Tul Islam University, KarachiDr. Mukhtiar Ali Unar, Professor, Mehran University of Engineering & Technology (MUET), Jamshoro
Dr. Syed Amir Iqbal, Associate Professor, NED University, KarachiDr. Syed Haider Shah, Associate Professor, Univeristy of Balochistan, Quetta
Dr. Talal Shrafat Rehmani, NUST, KarachiLt. Cdr. Dr. Asif Mansoor, NUST, Karachi
Dr. Faisal Maqbool Zahid, Associate Professor, University of Faisalabad 

Member Editorial Review Board (National – Non Academia)

Dr. Amir Khan, Ministry of Defense, Govt. of Pakistan, KarachiDr. Bahrawar Jan, Pakistan Bureau of Statistics, Islamabad