A Presentation given at the AVEA Virtual Economy Seminar in Helsinki (8.6.2010) on the possibilities of using data from virtual worlds to study the validity of mircroeconomic models.
OxbridgeEssays.com Review: Scored 7.2/10 - Studydemic. How to write a dissertation literature review | Oxbridge Essays. OxBridgeEssays.com Review | UKEssaysReviews. OxbridgeEssays Reviews - 8 Reviews of Oxbridgeessays.com | Sitejabber. Review: oxbridge essays uk top writers. Oxbridgeessays.com Review | Students Writing Reviews. oxbridgeessays.com Review | Revieweal - Top Writing Services. Custom essays from professional academics | Oxbridge Essays. Oxbridge essays – The Friary School. KPM - Sunway-Oxbridge Essay Competition 2017. The scoop on switching degree course mid-way through | Oxbridge Essays. Oxbridge essays bbc - umgala.web.fc2.com. How to get into Oxbridge: The Personal Statement | Oxbridge Essays. Oxbridge Essay Help. Oxford essay writing service. 11 Oxbridge Tutorial ideas in 2021 | dissertation writing services .... Oxbridge essays - College Homework Help and Online Tutoring.. Custom Essays: 'How does the Writer...?' | Oxbridge Essays. Oxbridge essays - Get Help From Custom College Essay Writing and .... Oxbridge essays writers bestgetfastessay org. English Literature Personal Statement Oxbridge | Essay writing skills .... Oxbridge Dissertation Help provides the best dissertation proofreading .... Oxbridge Tutorials- Best Essay Writing Help in the UK. 10 top study hacks for the night before the exam | Oxbridge Essays. How to embrace university as a mature student | Oxbridge Essays. How to write the PERFECT Oxbridge Personal Statement — Doxa .... Oxbridge Essays Told To Stop Promoting Cheating By Watchdog | HuffPost .... Guiding Oxbridge applicants through the whole process from what A .... Oxbridge Essays - Exams, essay deadlines and dissertation.... 10 Oxbridge Interview Strategies (Video) - Benjamin McEvoy. Focus on directive essay words: “critically evaluate" or "critically .... How To Get Into Oxbridge: Colleges | Oxbridge Essays. A complete guide to writing a reflective essay | Oxbridge Essays - Self .... Oxbridgeessays.com review: An HONEST Oxbridge Essays review : r/SiteRvwBiz Oxbridge Essays Review
Does The PTC Make Sense (Professional Version)?John Droz
An analysis of the US Federal Production Tax Credit's merits. This is the more detailed professional version intended for people with energy experience. There is also an abbreviated Executive version on Slideshare for those just looking for highlights.
OxbridgeEssays.com Review: Scored 7.2/10 - Studydemic. How to write a dissertation literature review | Oxbridge Essays. OxBridgeEssays.com Review | UKEssaysReviews. OxbridgeEssays Reviews - 8 Reviews of Oxbridgeessays.com | Sitejabber. Review: oxbridge essays uk top writers. Oxbridgeessays.com Review | Students Writing Reviews. oxbridgeessays.com Review | Revieweal - Top Writing Services. Custom essays from professional academics | Oxbridge Essays. Oxbridge essays – The Friary School. KPM - Sunway-Oxbridge Essay Competition 2017. The scoop on switching degree course mid-way through | Oxbridge Essays. Oxbridge essays bbc - umgala.web.fc2.com. How to get into Oxbridge: The Personal Statement | Oxbridge Essays. Oxbridge Essay Help. Oxford essay writing service. 11 Oxbridge Tutorial ideas in 2021 | dissertation writing services .... Oxbridge essays - College Homework Help and Online Tutoring.. Custom Essays: 'How does the Writer...?' | Oxbridge Essays. Oxbridge essays - Get Help From Custom College Essay Writing and .... Oxbridge essays writers bestgetfastessay org. English Literature Personal Statement Oxbridge | Essay writing skills .... Oxbridge Dissertation Help provides the best dissertation proofreading .... Oxbridge Tutorials- Best Essay Writing Help in the UK. 10 top study hacks for the night before the exam | Oxbridge Essays. How to embrace university as a mature student | Oxbridge Essays. How to write the PERFECT Oxbridge Personal Statement — Doxa .... Oxbridge Essays Told To Stop Promoting Cheating By Watchdog | HuffPost .... Guiding Oxbridge applicants through the whole process from what A .... Oxbridge Essays - Exams, essay deadlines and dissertation.... 10 Oxbridge Interview Strategies (Video) - Benjamin McEvoy. Focus on directive essay words: “critically evaluate" or "critically .... How To Get Into Oxbridge: Colleges | Oxbridge Essays. A complete guide to writing a reflective essay | Oxbridge Essays - Self .... Oxbridgeessays.com review: An HONEST Oxbridge Essays review : r/SiteRvwBiz Oxbridge Essays Review
Does The PTC Make Sense (Professional Version)?John Droz
An analysis of the US Federal Production Tax Credit's merits. This is the more detailed professional version intended for people with energy experience. There is also an abbreviated Executive version on Slideshare for those just looking for highlights.
Computer and Peripheral Equipment Manufacturin.docxpatricke8
Computer and Peripheral Equipment Manufacturing
Example Economic Brief
ECO100: Principles of Economics
Strayer University
Professor Jean Nzumgang Fonkoua
August 5, 2018
2
Computer and peripheral equipment manufacturing industry is one of the leading
industries in technology and innovation in the global economy, and the American companies in
this industry have a large market share. The main driving engines of the industry are innovations
and inventions (1). Smartphones, laptop and desktop computers, tablets, the internet of things
technologies, network technologies, and other information and communication tools are
produced in this industry. Digitalization of information and analysis of large data sets are some
important developments in this industry nowadays. Also, we observe that many companies are
spending effort on developing materials used in electronics. For instance, developments in the
field of energy storage and production might open new doors for improvement in the industry.
Subsequently, it is quite possible to claim that there is no upper limit of development in this
industry.
Considering that innovation has a very crucial role in competition in this market, this
market is a monopolistic competitive market. Rational customers in the market follow the
technological development, and they aim at purchasing the possible highest technology with the
possible lowest price; the companies operating in this market spend effort for differentiating their
products to make their customers believe that their products are superior to the others. The
companies heavily use advertisement and promotion campaigns, and creating loyalty among
their customers is very critical for them. In other words, they spend effort on gaining relatively
higher monopoly or competition power in the short-run, to be able to play around the prices of
their products to maximize their profits. However, it is not possible to continue this strategy in
the long-run because investing large financial resources in advertisement and promotion
campaigns, is not feasible for the companies in the long-run. Although the market structure is
monopolistic competitive, the number of companies operating in this market is limited.
3
Therefore, it may not be an exaggeration to name this market as an oligopolistic competitive
market, at least in the short run (2). However, considering that there might be new entrances to
the market after the leading technologies are disseminated to the other companies, this market
structure might turn into a monopolistic competitive market in the long-run.
Graph 1: Labor Productivity
Source: US Bureau of Labor Statistics
4
This industry uses a high-quality labor force in the market and pays one of the highest
annual mean wages to the workers, over USD 95,000 (2). That means, the labor productivity is
quite high in the industry. Also, the labor force is s.
Does the PTC Make Sense (Executive Version)?John Droz
Does the wind energy Production Tax Credit (PTC) make sense? Is support for renewable electrical energies based on science or lobbyists influence? This is a very abbreviated version of the Professional Version slideshow which explains the Big Picture.
Instructions for Submissions thorugh G- Classroom.pptxJheel Barad
This presentation provides a briefing on how to upload submissions and documents in Google Classroom. It was prepared as part of an orientation for new Sainik School in-service teacher trainees. As a training officer, my goal is to ensure that you are comfortable and proficient with this essential tool for managing assignments and fostering student engagement.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
For more information, visit-www.vavaclasses.com
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Computer and Peripheral Equipment Manufacturin.docxpatricke8
Computer and Peripheral Equipment Manufacturing
Example Economic Brief
ECO100: Principles of Economics
Strayer University
Professor Jean Nzumgang Fonkoua
August 5, 2018
2
Computer and peripheral equipment manufacturing industry is one of the leading
industries in technology and innovation in the global economy, and the American companies in
this industry have a large market share. The main driving engines of the industry are innovations
and inventions (1). Smartphones, laptop and desktop computers, tablets, the internet of things
technologies, network technologies, and other information and communication tools are
produced in this industry. Digitalization of information and analysis of large data sets are some
important developments in this industry nowadays. Also, we observe that many companies are
spending effort on developing materials used in electronics. For instance, developments in the
field of energy storage and production might open new doors for improvement in the industry.
Subsequently, it is quite possible to claim that there is no upper limit of development in this
industry.
Considering that innovation has a very crucial role in competition in this market, this
market is a monopolistic competitive market. Rational customers in the market follow the
technological development, and they aim at purchasing the possible highest technology with the
possible lowest price; the companies operating in this market spend effort for differentiating their
products to make their customers believe that their products are superior to the others. The
companies heavily use advertisement and promotion campaigns, and creating loyalty among
their customers is very critical for them. In other words, they spend effort on gaining relatively
higher monopoly or competition power in the short-run, to be able to play around the prices of
their products to maximize their profits. However, it is not possible to continue this strategy in
the long-run because investing large financial resources in advertisement and promotion
campaigns, is not feasible for the companies in the long-run. Although the market structure is
monopolistic competitive, the number of companies operating in this market is limited.
3
Therefore, it may not be an exaggeration to name this market as an oligopolistic competitive
market, at least in the short run (2). However, considering that there might be new entrances to
the market after the leading technologies are disseminated to the other companies, this market
structure might turn into a monopolistic competitive market in the long-run.
Graph 1: Labor Productivity
Source: US Bureau of Labor Statistics
4
This industry uses a high-quality labor force in the market and pays one of the highest
annual mean wages to the workers, over USD 95,000 (2). That means, the labor productivity is
quite high in the industry. Also, the labor force is s.
Does the PTC Make Sense (Executive Version)?John Droz
Does the wind energy Production Tax Credit (PTC) make sense? Is support for renewable electrical energies based on science or lobbyists influence? This is a very abbreviated version of the Professional Version slideshow which explains the Big Picture.
Instructions for Submissions thorugh G- Classroom.pptxJheel Barad
This presentation provides a briefing on how to upload submissions and documents in Google Classroom. It was prepared as part of an orientation for new Sainik School in-service teacher trainees. As a training officer, my goal is to ensure that you are comfortable and proficient with this essential tool for managing assignments and fostering student engagement.
Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
For more information, visit-www.vavaclasses.com
A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
Model Attribute Check Company Auto PropertyCeline George
In Odoo, the multi-company feature allows you to manage multiple companies within a single Odoo database instance. Each company can have its own configurations while still sharing common resources such as products, customers, and suppliers.
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
2. Experimentation in virtual worlds Contents Some words on my work in AVEA Virtual words as a source for natural experiments A quick example
3. My work on game theory What is game theory? You and me, we both have to make a choice. What you choose affects my decision and vice versa. I’ve been studying large games, i.e. games where the number of agents is large
4. Large games In general, the larger the game, the harder it is to analyze. I’ve been working on finding theoretically sound ways to tackle this problem and testing the findings using data from virtual worlds.
5. Large games This is rather technical stuff, so let’s do something else today to demonstrate how the data from VWs can be used in social sciences. Some virtual world oriented examples can be found from the final report.
6. Virtual worlds are rich of natural experiments Natural experiments are situations where naturally isolated changes in some variables allow us to control our “other things equal” assumptions. In VWs the environment changes often and creates a rich source of possible natural experiments.
7. The credit crunch and natural experiments Let’s take a look at one of them: After the credit crunch, many economists have criticized the so called efficient market hypothesis (EMH).
8. The credit crunch and natural experiments EMH: Prices reflect all available public information on assets (Fama, 1970). Many have argued that the collateral for the subprime loans was highly overvalued and risk premiums were systematically too low prior to 2007. A free hair cut with a loan!
9. How to test the EMH? EMH implies that changing production from one good to any other shouldn’t yield any profits if one does not have any private information. Testing the hypothesis above can be hard: Changing production from good A to good B can be very costly . How can we control private information?
10. But how about Virtual Worlds? Let’s see if we can test the EMH in virtual worlds using data from EVE Online, an online role-playing game set in space! The following data and graphs are from two sources: CCP’s Quarterly Economic News Letter 3/2009 www.eve-markets.net – a website using huge quantities of user submitted data to monitor market trends.
11. The setting We shall compare the factor prices of Bane Torpedoes (BT) and Wrath Cruise Missiles (WCM). BT WCM Both are ammunition for space warfare sold in high quantities in the ingame market.
12. The setting for the experiment On June 2009 CCP Launched a massive campaign called The Unholy Rage against real money traders. Approx. 2% of player accounts were banned. Nice source of exogenous variation, since Wrath Cruise Missiles are popular among farmers
14. An example of a natural experiment On July alone the price of a WCM dropped slightly less than 20% (from little over 150k isk to about 125k isk). During the same time the price of a BT dropped about 9% (from 320k to 290k). Is this in line with the EMH?
15. An example of a natural experiment Both products take the same time to produce, require the same skills and their inputs are readily available in the market. Thus changing from producing one to another shouldn’t cost the producer anything.
16. An example of a natural experiment Economic theory predicts that the price of a product should be the sum of the prices of its factor inputs. =>The price of a torpedo should be the cost of the materials used plus some compensation for the skills, time and effort the player has put into producing it.
17. An example of a natural experiment As the skill requirements, building time and other manufacturing requirements for both BTs and WCMs are equal, the EMH should imply that any difference in their price should be completely due to differences in material costs. 15.6.2010: See also the last slide of this presentation
18. The timeline Unholy rage on July. On both May and August the price development of both items was again relatively stable – an indication of markets clearing. Were the markets able to correctly adjust to Unholy rage?
20. Results In May the difference in mark-ups is tolerable (2,5%) But still after one month from the sudden drop in Wrath Cruise Missile prices Bane Torpedoes earned a mark-up that is over 22% smaller compared to the WMC mark-up.
21. Results We also calculated that compared to building Bane Torpedoes, disassembling them and turning them into Wrath Cruise Missiles would have paid more in both periods. However, arbitrage is not possible: the latter still pays less than building Wrath Cruise Missiles straight from raw materials.
22. Summa summarum The markets at EVE do not seem to react efficiently to second order shocks (i.e. the way how the price of WCMs affects the price of BTs). Does this generalize to real markets? Hard to say. The opposite result would have generalized better.
23. What else can be done with natural experiments? There is no ready-made formula. You just have to keep your eyes open. For business purposes, estimating the demand curve for some product is one classic example. Another possibly profitable application how good substitutes or complements two goods are
24. What else can be done with natural experiments? Testing scientific models and estimating model parameters that are otherwise hard to pin down. Especially instrumental variable regression has become popular in economics. A good first read: Angrist & Krueger (2001)
25. Relevant literature On large games: Al-Najjar, N. 2008: Large games and the law of large numbers. Games Econ. Behav., 1-34. Tolvanen, J. 2010: Approximating Competitive Games with a Large Number of Players. Master’s thesis, University of Helsinki. Tolvanen, J. & Soultanis, E. 2010: Corrigendum and some further notes on “Large games and the law of large numbers” [Games Econ. Behav. 64 (2008), 1-34], Games Econ. Behav., in review.
26. Relevant literature Efficient market hypothesis: Fama, E. 1970: Efficient Capital Markets: A Review of Theory and Empirical Work. Journal of Finance 2, 383-417. Natural experiments: Angrist, J. & Krueger, A. 2001: Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments. Journal of Economic Perspectives 4, 69-85.
27. A Correction After my talk I got an insightful comment from a member of the audience regarding my example: Assuming that the manufacturers maximize the money earned per unit of time and that they are credit constrained, then the fact that manufacturing a BT costs more than 2 times the cost of a WCM should imply that the markup on a BT should be more than 2 times the markup on a WCM, since producing one BT ties 2 times the amount of capital compared to a WCM. This of course turns the setting up side down – the manufacturers are still using public information inefficiently but now they are producing too many WCMs which is opposite to the previous case where they were producing too few.