Multivariate Statistics

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Methodology (Collection)
Methodology (Analysis)

Multivariate Statistics is a quantitative method defined within the Copyright Evidence wiki.

The following studies use this method for data analysis (77):

Aguiar and Martens (2013)Aguiar, L., & Martens, B. (2013). Digital music consumption on the internet: Evidence from clickstream data. Working Paper No. JRC79605. Available at SSRN 2265299
Andersen and Frenz (2008)Andersen, B., & Frenz, M. (2008). The impact of music downloads and P2P file-sharing on the purchase of music in Canada.
Andersen and Frenz (2010)Andersen, B. and Frenz, M. 2010. Don't Blame the P2P File-Sharers: The Impact of Free Music Downloads on the Purchase of Music CDs in Canada. Journal of Evolutionary Economics, 20, 715-740.
Banerjee, Khalid and Sturm (2005)Banerjee, D., Khalid, A. M., & Sturm, J. E. (2005). Socio-economic development and software piracy. An empirical assessment. Applied Economics, 37(18), 2091-2097.
Barker (2012c)Barker, G. R. (2012). Evidence of the effect of free music downloads on the purchase of music CDs in Canada. Review of Economic Research on Copyright Issues, 9(2), 55-78.
Bhattacharjee, Gopal, Lertwachara, Marsden and Telang (2007)Bhattacharjee, S., Gopal, R. D., Lertwachara, K., Marsden, J. R., & Telang, R. (2007). The effect of digital sharing technologies on music markets: A survival analysis of albums on ranking charts. Management Science, 53(9), 1359-1374.
Blackburn (2004)Blackburn, D . (2004). A study of online piracy and recorded music sales. Harvard University, Working Paper.
Bonner and O'Higgins (2010)Bonner, S., & O'Higgins, E. (2010). Music piracy: ethical perspectives. Management Decision, 48(9), 1341-1354.
Bounie, Bourreau and Waelbroeck (2007)Bounie, D., Bourreau, M., & Waelbroeck, P. 2007. Pirates or explorers? Analysis of music consumption in French graduate schools. Brussels Economic Review, 50(2), 167-192.
Buccafusco and Heald (2012)Buccafusco, C., & Heald, P. J. (2012). Do Bad Things Happen When Works Enter the Public Domain: Empirical Tests of Copyright Term Extension. Berkeley Tech. LJ, 28, 1.
Buccafusco, Burns, Fromer and Sprigman (2014)Buccafusco, C. J., Burns, Z. C., Fromer, J. C., & Sprigman, C. J. (2014). Experimental Tests of Intellectual Property Laws’ Creativity Thresholds. Texas Law Review, 93, 1921.
Charles River Associates (2013)Assessing the Economic Impacts of Adapting Certain Limitations and Exceptions to Copyright and Related Rights in the EU, Charles River Assoc., (2013), available at
Chen and Puttitanun (2005)Chen, Y., & Puttitanun, T. (2005). Intellectual Property Rights and Innovation in Developing Countries. Journal of Development Economics, 78(2), 474-493.
Cheng, Sims and Teegen (1997)Cheng, H. K., Sims, R. R., & Teegen, H. (1997). To purchase or to pirate software: An empirical study. Journal of Management Information Systems, 13(4), 49-60.
Chiang and Assane (2007)Chiang, E. P., & Assane, D. (2007). Determinants of Music Copyright Violations on the University Campus. Journal of Cultural Economics, 31(3), 187-204.
Chiang and Assane (2008)Chiang, E. P., & Assane, D. (2008). Music piracy among students on the university campus: Do males and females react differently?. The Journal of Socio-Economics, 37(4), 1371-1380.
Chiang and Assane (2009)Chiang, E. P., & Assane, D. (2009). Estimating the willingness to pay for digital music. Contemporary Economic Policy, 27(4), 512-522.
Chiu, Hsieh and Wang (2008)Chiu, H. C., Hsieh, Y. C. and Wang, M. C. 2008. How to Encourage Customers to use Legal Software. Journal of Business Ethics, 80, 583-595.
Cockrill and Goode (2012)Cockrill, A., & Goode, M. M. (2012). DVD Pirating Intentions: Angels, Devils, Chancers and Receivers. Journal of Consumer Behaviour, 11(1), 1-10.
Cox, Collins and Drinkwater (2010)Cox, J., Collins, A. and Drinkwater, S. 2010. Seeders, Leechers and Social Norms: Evidence From the Market for Illicit Digital Downloading. Information Economics and Policy, 22, 299-305.
D'Astous, Colbert and Montpetit (2005)d’Astous, A., Colbert, F., & Montpetit, D. (2005). Music piracy on the web–how effective are anti-piracy arguments? Evidence from the theory of planned behaviour. Journal of Consumer Policy, 28(3), 289-310.
Engel and Kurschilgen (2010)Engel, C., & Kurschilgen, M. J. (2010). Fairness Ex Ante & Ex Post-An Experimental Test of the German'Bestseller Paragraph'. Chicago.
Envisional (2011)Envisional (2011), Technical report: An Estimate of Infringing Use of the Internet
Erickson, Heald, Homberg, Kretschmer and Mendis (2015)Erickson, K., Heald, P. J., Homberg, F., Kretschmer, M., & Mendis, D. (2015). Copyright and the Value of the Public Domain: An Empirical Assessment. Intellectual Property Office Research Paper.
Fetscherin (2009)Fetscherin, M. (2009). Importance of Cultural and Risk Aspects in Music Piracy: A Cross-National Comparison Among University Students. Journal of Electronic Commerce Research, 10(1), 42-55.
Filiciak, Hofmokl and Tarkowski (2012)Filiciak, M., Hofmokl, J., & Tarkowski, A. (2012). The Circulations of Culture-On Social Distribution of Content. Warsaw School of Social Sciences and Humanities: September 1st, 2012. Available at SSRN 2246508.
Gerhardt (2011)Gerhardt, D. R. (2011). Copyright publication: an empirical study. Notre Dame Law Review, 87(1).
Goel, Miesing and Chandra (2010)Goel, S., Miesing, P., & Chandra, U. (2010). The impact of illegal peer-to-peer file sharing on the media industry. California Management Review, 52(3), 6-33.
Goles, Jayatilaka, George, Parsons, Chambers, Taylor and Brune (2008)Goles, T., Jayatilaka, B., George, B., Parsons, L., Chambers, V., Taylor, D., & Brune, R. (2008). Softlifting: Exploring determinants of attitude. Journal of Business Ethics, 77(4), 481-499.
Grolleau, Mzoughi and Sutan (2008)Grolleau, G., Mzoughi, N., & Sutan, A. (2008). Please do not pirate it, you will rob the poor! An experimental investigation on the effect of charitable donations on piracy. The Journal of Socio-Economics, 37(6), 2417-2426.
Hansen and Walden (2012)Hansen, J. M., & Walden, E. (2013). The Role of Restrictiveness of Use in Determining Ethical and Legal Awareness of Unauthorized File Sharing. Journal of the Association for Information Systems, 14(9), 521-549.
Hashim, Kannan, Maximiano and Rees (2012)Hashim, M., Kannan, K., Maximiano, S., & Rees, J. (2012). Digital piracy, teens, and the source of advice: An experimental study. Journal of Mananagement Information Studies, 31(2), 211-244.
Heald (2014b)Heald, P. J. (2014). The Demand for Out-of-Print Works and Their (Un) Availability in Alternative Markets. Illinois Public Law Research Paper, (14-31).
Higgins and Makin (2004)Higgins, G. E. and Makin, D. A. 2004. Self-Control, Deviant Peers, and Software Piracy Psychological Reports, 95, 921-931.
Hinduja (2008)Hinduja, S. (2008). Deindividuation and internet software piracy. CyberPsychology & Behavior, 11(4), 391-398.
Hinduja and Higgins (2011)Hinduja, S., & Higgins, G. E. (2011). Trends and patterns among music pirates. Deviant Behavior, 32(7), 563-588.
Hinduja and Ingram (2009)Hinduja, S., & Ingram, J. R. (2009). Social learning theory and music piracy: the differential role of online and offline peer influences. Criminal Justice Studies, 22(4), 405-420.
Hong (2004)Hong, S-H. (2004). The effect of napster on recorded music sales: Evidence from the consumer expenditure survey. Stanford Institute for Economic Policy Research, Discussion Paper No. 03-18.
Hui and Png (2002)Hui, K.-L., and I.P .L. Png. 2002. “On the Supply of Creative Work: Evidence from the Movies”. The American Economic Review 92(2);217-220
Hui and Png (2003)Hui, K. L., & Png, I. (2003). Piracy and the legitimate demand for recorded music. Contributions in Economic Analysis & Policy, 2(1).
Jacobs, Heuvelman, Tan and Peters (2012)Jacobs, R. S., Heuvelman, A., Tan, M. & Peters, O. (2012). Digital movie piracy: A perspective on downloading behavior through social cognitive theory. Computers in Human Behavior, 28(3), 958-967.
Javorcik (2004)Javorcik, B. S. (2004). The composition of foreign direct investment and protection of intellectual property rights: Evidence from transition economies. European economic review, 48(1), 39-62.
Joeng and Lee (2010)Jeong, G., and J . Lee. 2010. “Estimating Consumer Preferences for Online Music Services”. Applied Economics 42(30); 3885-3893.
Ki, Chang and Khang (2006)Ki, E. J., Chang, B. H., & Khang, H. (2006). Exploring influential factors on music piracy across countries. Journal of Communication, 56(2), 406-426.
Ku, Sun and Fan (2009)Ku, R. S. R., Sun, J., & Fan, Y. (2009). Does Copyright Law Promote Creativity? An Empirical Analysis of Copyright's Bounty. Vanderbilt Law Review, 63, 09-20.
Lakhani and Von Hippel (2003)Lakhani, K. R., & Von Hippel, E. (2003). How open source software works:“free” user-to-user assistance. Research policy, 32(6), 923-943.
Larose, Lai, Lange, Love and Wu (2005)LaRose, R., Lai, Y. J., Lange, R., Love, B., & Wu, Y. (2005). Sharing or piracy? An exploration of downloading behavior. Journal of Computer‐Mediated Communication, 11(1), 1-21.
Leung (2009)Leung, T. C. (2008). Should the music industry sue its own customers? Impacts of music piracy and policy suggestions. University of Minnesota, retrieved Nov, 28, 2012.
Liebowitz (2008)Liebowitz, S. J. (2008). Testing file-sharing's impact by examining record sales in cities. Management Science, 54(4), 852-859.
Long (2011)Long, X. (2011). Intellectual Property Rights Protection and Recorded Music Sales—Focus on 26 OECD Countries Panel Data. Frontiers of Economics in China, 6(2), 211-228.
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