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Information Feedback Loops In Stock Markets, Investing, Innovation And Mathematical Trends

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It seems that no matter how complex our civilization and society gets, we humans are able to cope with the ever-changing dynamics, find reason in what seems like chaos and create order out of what appears to be random. We run through our lives making observations, one-after-another, trying to find meaning – sometimes we are able, sometimes not, and sometimes we think we see patterns which may or not be so. Our intuitive minds attempt to make rhyme of reason, but in the end without empirical evidence much of our theories behind how and why things work, or don’t work, a certain way cannot be proven, or disproven for that matter.

I’d like to discuss with you an interesting piece of evidence uncovered by a professor at the Wharton Business School which sheds some light on information flows, stock prices and corporate decision-making, and then ask you, the reader, some questions about how we might garner more insight as to those things that happen around us, things we observe in our society, civilization, economy and business world every day. Okay so, let’s talk shall we?

On April 5, 2017 Knowledge @ Wharton Podcast had an interesting feature titled: “How the Stock Market Affects Corporate Decision-making,” and interviewed Wharton Finance Professor Itay Goldstein who discussed the evidence of a feedback loop between the amount of information and stock market & corporate decision-making. The professor had written a paper with two other professors, James Dow and Alexander Guembel, back in October 2011 titled: “Incentives for Information Production in Markets where Prices Affect Real Investment.”

In the paper he noted there is an amplification information effect when investment in a stock, or a merger based on the amount of information produced. The market information producers; investment banks, consultancy companies, independent industry consultants, and financial newsletters, newspapers and I suppose even TV segments on Bloomberg News, FOX Business News, and CNBC – as well as financial blogs platforms such as Seeking Alpha.

The paper indicated that when a company decides to go on a merger acquisition spree or announces a potential investment – an immediate uptick in information suddenly appears from multiple sources, in-house at the merger acquisition company, participating M&A investment banks, industry consulting firms, target company, regulators anticipating a move in the sector, competitors who may want to prevent the merger, etc. We all intrinsically know this to be the case as we read and watch the financial news, yet, this paper puts real-data up and shows empirical evidence of this fact.

This causes a feeding frenzy of both small and large investors to trade on the now abundant information available, whereas before they hadn’t considered it and there wasn’t any real major information to speak of. In the podcast Professor Itay Goldstein notes that a feedback loop is created as the sector has more information, leading to more trading, an upward bias, causing more reporting and more information for investors. He also noted that folks generally trade on positive information rather than negative information. Negative information would cause investors to steer clear, positive information gives incentive for potential gain. The professor when asked also noted the opposite, that when information decreases, investment in the sector does too.

Okay so, this was the jist of the podcast and research paper. Now then, I’d like to take this conversation and speculate that these truths also relate to new innovative technologies and sectors, and recent examples might be; 3-D Printing, Commercial Drones, Augmented Reality Headsets, Wristwatch Computing, etc.

We are all familiar with the “Hype Curve” when it meets with the “Diffusion of Innovation Curve” where early hype drives investment, but is unsustainable due to the fact that it’s a new technology that cannot yet meet the hype of expectations. Thus, it shoots up like a rocket and then falls back to earth, only to find an equilibrium point of reality, where the technology is meeting expectations and the new innovation is ready to start maturing and then it climbs back up and grows as a normal new innovation should.

With this known, and the empirical evidence of Itay Goldstein’s, et. al., paper it would seem that “information flow” or lack thereof is the driving factor where the PR, information and hype is not accelerated along with the trajectory of the “hype curve” model. This makes sense because new firms do not necessarily continue to hype or PR so aggressively once they’ve secured the first few rounds of venture funding or have enough capital to play with to achieve their temporary future goals for R&D of the new technology. Yet, I would suggest that these firms increase their PR (perhaps logarithmically) and provide information in more abundance and greater frequency to avoid an early crash in interest or drying up of initial investment.

Another way to use this knowledge, one which might require further inquiry, would be to find the ‘optimal information flow’ needed to attain investment for new start-ups in the sector without pushing the “hype curve” too high causing a crash in the sector or with a particular company’s new potential product. Since there is a now known inherent feed-back loop, it would make sense to control it to optimize stable and longer term growth when bringing new innovative products to market – easier for planning and investment cash flows.

Mathematically speaking finding that optimal information flow-rate is possible and companies, investment banks with that knowledge could take the uncertainty and risk out of the equation and thus foster innovation with more predictable profits, perhaps even staying just a few paces ahead of market imitators and competitors.

Further Questions for Future Research:

1.) Can we control the investment information flows in Emerging Markets to prevent boom and bust cycles?

2.) Can Central Banks use mathematical algorithms to control information flows to stabilize growth?

3.) Can we throttle back on information flows collaborating at ‘industry association levels’ as milestones as investments are made to protect the down-side of the curve?

4.) Can we program AI decision matrix systems into such equations to help executives maintain long-term corporate growth?

5.) Are there information ‘burstiness’ flow algorithms which align with these uncovered correlations to investment and information?

6.) Can we improve derivative trading software to recognize and exploit information-investment feedback loops?

7.) Can we better track political races by way of information flow-voting models? After all, voting with your dollar for investment is a lot like casting a vote for a candidate and the future.

8.) Can we use social media ‘trending’ mathematical models as a basis for information-investment course trajectory predictions?

What I’d like you to do is think about all this, and see if you see, what I see here?

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Source by Lance Winslow

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Where to Find Those Efficient and Hardworking Affiliates?

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Everyone wants a hardworking affiliate, employee, associate, partner, or even spouse, and why not? It’s the next best thing to doing the work yourself. However with the massive outbreak of work and income opportunities available online, how can you beat everyone else and find that one (or more) ideal person who will make your online business explode with success? Here are some of the most ingenious and uncommon ways to snag the idea affiliates for your affiliate program

Direct Sales Agents

Direct sales people are really one of the most enterprising, hard-working individuals in business. They mostly work on commissions or rebates and are willing to literally go door-to-door offering their products to anyone and everyone they bump into. Imagine how much easier their job would be if they could be an affiliate and simply work via the Internet and a mobile device or desktop.

Also, most direct sales people tend to carry more than one brand in their product arsenal so signing up as an affiliate would be almost the same type of work but using a different approach.

Colleges and Universities

Many college kids would be interested in a part-time income opportunity if it would mean funds to help pay for their education, loan, or partying. All you have to do is make sure to offer them products they can endorse as a student.

Freelancers

Did you know that the U.S. Census Bureau’s latest annual report show that 75% of U.S. businesses used freelancers in 2011? Freelancers earned a whopping US$990 billion in 2011 which is a 4.1% increase from the previous year. The only industries where the number of freelancers decreased were in insurance, finance, and construction. Most probably your affiliate program isn’t a part of these 3 industries.

Furthermore, online business and finance experts are predicting the growth to increase incrementally every year even with an economy that is improving. People just want income security and more control over their earnings. With the spate of lay-offs, it’s understandable why many would prefer to work as an affiliate than as an employee.

Scout For Them At Affiliate Conventions

There are annual affiliate conventions held in different cities around the country. You should try to catch one when it is held somewhere near your location. The average turn-out for these types of conventions has increased regularly over the years. Last year, many of them were sold out weeks before the event.

Advertise!

The US Census Bureau has said that as of 2012, 15% of Americans are poor, 43% of young adults depend on their parents to some extent for money. Even more surprising is that the median income of young adults in 1982 was $31,583 and last year it was $30,604 for the same age group! Income is dropping and people are looking for ways to earn additional income outside of their 9 to 5 jobs. That’s where you can come in playing the hero and helping others realize their dream income.

Finally, go online and talk about your product. Make the affiliate marketers come to you and have the luxury of picking the best candidates. You will need some help in marketing your affiliate program so target a marketer who’s experienced in affiliate program and SEO.

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Source by Lina Stakauskaite

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Recession Is Here… Six Costly Mistakes Home Sellers Make During Recessions And How To Avoid Them

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The U.S. is officially in a recession. What is a recession? A recession is a business cycle contraction or general economic decline due to significant drop in spending and other commercial activities. Most pundits and politicians will blame Covid-19 crisis for the recession, but even pre-Covid-19 the proverbial writing was on the wall.

The U.S. had over 120 months of economic growth, which was the longest expansion in the modern history. Other indicators, such as negative yield spread on treasuries (long term bonds having lower interest rates than short term T-notes), were pointing to an imminent change of the economic cycle and an impending recession. The only real question was: when and how bad?

Then Covid-19 came… If the cycle was going to change anyway, Covid-19 acted as a huge and unexpected accelerant to make the recession much more immediate and severe.

Inevitably during recessions all classes of real estate, including residential homes and condominiums, will be negatively impacted as lower consumer spending and higher unemployment rates affect real estate prices and marketing times.

Here are the six costly mistakes home and other real property sellers make during recessions and how to avoid them:

Mistake #1: This will pass and real estate market will be hot again soon

First thing to remember is that real estate cycles are much longer than general economic cycles. Even if the general economy recovers, which eventually it always does, a typical real estate cycle takes as long as 10 to 15 years. The cycle has four key stages: Top, Decline, Bottom and Rise.

Let us consider the last real estate cycle, which lasted approximately 14 years:

  • 2006 – Prices hit the Top
  • 2006 to 2012 – Prices Decline
  • 2012 – Prices hit the Bottom (Trough)
  • 2012 to 2019 – Prices Rise*
  • 2020 – Prices hit the Top
  • 2020 to? – Prices Decline

*NOTE: In 2016 the national residential real estate price index reached its pre-recession 2006 peak levels. It took 10 years for the real estate market to recover.

The way to avoid this mistake is to recognize that real estate cycles take years to run and plan accordingly. Additionally, nobody knows for sure when the prices will hit the top or bottom until after the fact.

Mistake #2: Low interest rates will make the economy and real estate market rebound

Between 2006 and 2011 the interest rates (Fed Funds) were continuously cut by the Federal Reserve Board and went from low 5% to almost 0%. However, that did not stop the real estate recession and depreciation of property values.

Undoubtedly, low interest rates made the economic decline and real estate recession less severe and saved some properties from foreclosures, but it still took six painful years for the real estate market to hit the bottom and then four more years for the prices to go back to their pre-recession levels.

Some markets had never fully recovered. For example, residential home prices in some parts of California, Arizona and Nevada are still below their 2006 highs.

To avoid this mistake, one needs to realize that although low interest rates help stimulate the economy and the real estate market, they do not cure them.

Mistake #3: I don’t need to sell now, so I don’t care

If you do not need to sell until the cycle plays out, which typically is over ten years, then you will not be as affected, especially if you have a strong equity position, limited mortgage debt, and solid liquid assets.

However, it is good to keep in mind that “life happens” and either professional or personal circumstances can change and we may need to sell property before the downturn runs its course.

Furthermore, if a property has a mortgages and its value declines to the point being “upside down,” meaning the mortgage loan balance exceeds the value of the property, then the options of selling, refinancing or even obtaining an equity line of credit, will be significantly limited.

This does not mean that everybody should be rushing into selling their real estate if there is no need to do so, just keep in mind that circumstances may and often do change and property options will be affected, so plan in advance. As one wise proverb says: “Dig your well before your thirst.”

Mistake #4: I’m selling, but I won’t sell below my “bottom line” price

This is a common and potentially very costly mistake. Generally speaking, every seller wants to sell for the highest price and every buyer wants to pay the lowest price. That’s nothing new. When selling real estate, most sellers want to achieve a certain price point and/or have a “bottom line.”

However, it is important to understand that the market does not care what the Seller, or his/her Agent, think the property value should be at. The market value is a price a willing and able buyer will pay, when a property is offered on an open market for a reasonable amount of time.

Overpricing property based on Seller’s subjective value or what is sometimes called an “aspirational price,” especially in a declining market, is a sure first step to losing money. When a property lingers on the market for an extended period of time, carrying costs will continue to accumulate and property value will depreciate in line with the market conditions.

Additionally, properties with prolonged marketing times tend to get “stale” and attract fewer buyers. The solution is to honestly assess your selling objectives, including the desired time-frame, evaluate your property’s attributes and physical condition, analyze comparable sales and market conditions, and then decide on market-based pricing and marketing strategies.

Mistake #5: I will list my property for sale only with Agent who promises the highest price

Real estate is a competitive business and real estate agents compete to list properties for sale which generate their sales commission incomes. It is not unusual that Seller will interview several agents before signing an exclusive listing agreement and go with the agent who agrees to list the property at the highest price, often regardless if such price is market-based.

Similarly to Mistake #4, this mistake can be very damaging to Sellers, as overpriced properties stay on the market for extended periods of time costing Sellers carrying expenses such as mortgage payments, property taxes, insurance, utilities and maintenance.

Furthermore, there is the “opportunity cost” since the equity is “frozen,” and it cannot be deployed elsewhere till the property is sold. However, the most expensive cost is the loss of property value while the real estate market deteriorates.

During the last recession, we have seen multiple cases where overpriced properties stayed on the market for years and ended up selling for 25% to 40% below their initial fair market values.

The solution is to make sure that your pricing strategy is based on the market, not empty promises or wishful thinking.

Mistake #6: I will list my property only with Agent who charges the lowest commission

Real estate commission rates are negotiable and not set by law. A commission usually represents the highest transactional expense in selling real properties and is typically split between Brokers and Agents who work on the transaction

Some real estate agents offer discounted commissions, in order to induce Sellers to list their properties with them. But does paying a discounted commission ensure savings for the Seller? Not necessarily.

For example, if the final sales price is 5% to 10% below property’s highest market value, which is not that unusual, due to inadequate marketing, bad pricing strategy, and/or poor negotiation skills, it will easily wipe out any commission savings and actually cost the Seller tens of thousands of dollars in lost revenues.

The solution is to engage an agent who is a “Trusted Advisor,” not just a “Salesperson.” A Trusted Advisor will take his/her time and effort to do the following: 1) Perform Needs Analysis: listen and understand your property needs and concerns; 2) Prepare Property Analysis: thoroughly evaluate your property and market conditions; 3) Execute Sales and Marketing Plan: prepare and implement custom sales and marketing plan for your property; and 4) Obtain Optimal Results: be your trusted advocate throughout the process and achieve the best possible outcome.

Finding such a real estate professional may not be always easy, but it certainly is worth the effort and will pay off at the end.

In conclusion, this article has outlined six costly mistakes real estate Sellers make during recessions and how to avoid them. The first mistake is not understanding that real estate cycles are long and take years. The second mistake is a misconception that low interest rates alone will create a recovery. Another mistake is not realizing that circumstances may change and not planning in advance. Mistakes number four, five and six pertain to understanding the market value, proper pricing and selecting the right real estate professional.

By understanding and avoiding these mistakes, real estate Sellers have significantly better chances of minimizing the negative impact of a recession while selling their properties.

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Source by Robert W. Dudek

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Useful Tips To Build The Best Gaming Computer

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Every gamer will want their computer to be the best gaming computer among their peers. Sometimes, with a little knowledge and tips and tricks, it is possible to build the best gaming computer and show it off to your peers. This article will show you how:

1) You can’t get the best gaming computer from computer retailers

If you want to get the best gaming computer, you have to build your own. Different gamers have different requirement for their gaming machine. Unless you are willing to pay a high price, you will not be able to buy a commercial computer that fulfills all your gaming needs. The only option you have is to build your own gaming computer.

2) You don’t have to be rich to build the best gaming computer

It is not necessary to burn a hole in your pocket to build the best gaming computer. With some due diligence, do some market research and compare prices around the marketplace. Merchant such as TigerDirect and NewEgg give regular discount to their products and you could save a lot of money if you catch them during their promotional period.

3) Most expensive parts do not have to be the best part

Sometime, the latest model or the most expensive model does not have to be the best part for your computer. It requires various components to work together to form the best computer system. When choosing a computer part, what matters is how well it can integrate with the rest of the components. Compatibility is more important than individual performance. What use is there if you spend lot of money on the latest quad-core processor and find that your motherboard doesn’t support it?

4) You don’t need to change the whole PC to own the best gaming computer

It is a misconception that you have to change the whole gaming machine to build the best gaming computer. If you already have a good barebone system, what you need to do is to upgrade the necessary parts and your gaming computer can roar back to life instantly.

5) Brand is important

Unless you want to see your computer system malfunction every few days, it is important that you purchase the parts from branded manufacturers with strict quality control. Motherboard brand such as Gigabyte, ABIT, ASUS are some quality brands that you can consider

If you follow diligently to the tips stated above. You will be on your way to build the best gaming computer. While price can be an issue, it is better not to scrimp on important computer parts such as motherboard, CPU, RAM and graphics card as it will cost you more to upgrade in the future.

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Source by Damien Oh

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