Tracking Daily Stock Price Volatility

Stock price volatility is one of the most important aspects of studying the market. This article focuses on looking back through years of market data to determine if there are any general trends in daily price volatility. It's a commonly held belief that the open and close of trading are the most volatile times of the day. We will determine if that is true and if so how much of an impact it has.

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Looking for extremes

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The first part of the analysis was to see if the hour of the day had an impact on the likelihood of a stock to hit an extreme. In this case we decided to look for price minimums. We measured the occurrences of a symbol having it's daily price minimum within the specified hours of the day on several randomly selected days. The count of occurrences is not necessarily important, but the scale of them is.

Results:
9-10am: 6900 minimums 10-11am: 6700 minimums 11am-12pm: 4900 minimums 12-1pm: 3600 minimums 1-2pm: 3650 minimums 2-3pm: 4900 minimums 3-4pm: 6200 minimums

If we try to picture the above data as a line graph it would look like bowl: high at the extremes and low in the middle.

The results are intuitive but the degree of difference is somewhat surprising. It was not surprising that the open and close are the most volatile, but the observation that the first hour of trading had twice as many price minimums as the middle of the day was. But, does this data really reveal a trend? The next logical question is whether there is a difference in behaviour here for stocks that are increasing or decreasing for the day.

Division by price direction

Now let's separate the data by the price direction.

Increasing for the day:
9-10am: 3400 minimums 10-11am: 3700 minimums 11am-12pm: 2800 minimums 12-1pm: 2200 minimums 1-2pm: 2100 minimums 2-3pm: 2100 minimums 3-4pm: 2300 minimums

Decreasing for the day:
9-10am: 2300 minimums 10-11am: 3100 minimums 11am-12pm: 1900 minimums 12-1pm: 1500 minimums 1-2pm: 1700 minimums 2-3pm: 4250 minimums 3-4pm: 3450 minimums

The above data actually has some interesting implications. For a stock that is heading down on a given day the normal expectation would be for its price minimum to occur later in the day, but here we have that dip in the middle of the day again. The behaviour of the stocks heading up is not surprising although intuitively the line should be heading further down at the end of the day.

What are the implications?

Overall there is definitely a correlation between hour of the day and prices changes/volatility, but one that makes sense. If you are trying to dump a stock you may have a slightly better chance of not hitting the daily minimum by trading in the middle of the day, over the long run.

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Avail the Garmin 765T Best Price Now

Now is the right time to take advantage of the Best Price For Garmin Nuvi 765T. Spending some pennies for such device is really worth it for so many reasons. The unit dimensions are naturally smooth and ultramodern. Physically, it measures 4.8 x 3 x.8 inches. In addition, it has a 480 x 272 pixel resolution and comes with a white backlight. The screen itself is approximately 3.8 x 2.3 inches.

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This article is about Price

Its feature on Lane Assist is another important thing that is possessed by this unit. Such feature is very helpful for a driver to know exactly where to go. It also supports 3D map and building view. Moreover, it has Auto sort multiple destinations and Auto re-route features. With this device, you'll surely arrive at your destination on or before your estimated time since it provides you with Choice of route set-up. Thus, you'll experience faster time, shorter distance, and off- road.

Of course, this model is also preloaded with City Navigator North America NT. It's even recommended for use in areas where using a phone while driving is prohibited. That is because it comes with Bluetooth wireless technology that absolutely supports hands-free calling with compatible devices. A specific component that's added into this model is the Traffic Receiver. Hence, the letter T appears after the original model number to indicate such feature.

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Cheapest price P90X - How to buy cheap P90X

You may have the "cheapest price P90X" typed into Google to find the best rate P90x product you want. Want to buy the program without having to spend too much money? We show you how.

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Advantages of using P90X

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Many users have said about P90x P90x following:

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If you use a price skimming strategy or brushing market prices as

Their pricing is one of the marketing strategies you use in your business, and it is very important that this strategy is to do the right thing, because the pricing strategy right (with the right product and a strong marketing , sales business plan and deserve) to your company's sales and market share. A number of companies, often leaders in their industry, prices and market strategy touching or rubbing prices.

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An example of> Touching price or market can be seen in the computer industry, where technology sets the stage for this pricing strategy. A manufacturer of equipment comes with a new laptop every 80-10 months. The older models are not sold in the price move (found in mature or declining stage of its short life cycle), while the new model laptop (with new features and benefits) is in the introductory phase and is capable of, command prices higher. The teamManufacturer price skimming (also known as skimming the market) at different levels of the life cycle (introduction, growth, maturity and decline) and the maximum benefit to obtain the maximum price that will support all aspects.

This article is about Price

This strategy works when the market is large enough, if enough buyers when demand for high or service, and if the company has a good (and lower) cost structure. In the computer industry, for example, demand for notebook computers is high,There are many buyers and repeat customers and the industry has a low cost structure, technology is enabled.

The challenge for companies with this strategy, too many competitors in the market. If there are too many competitors, each with a full range of products at different stages of product life cycle, buyers have difficulty making decisions on quality or service or value for money. Inevitably, when there is too much competition tothe same buyer is to look for buyers of the laptop with the most features at the lowest price. And if you're not a company with the lowest price and most features will appear that are already overburdened and reputation and brand identity and sales can be affected by perception.

Before choosing this option, or pricing policy, make sure you accurately understand the behavior of his client and the decision criteria and make sure you have agood idea of ​​how your opponents act or react. Understanding your market is the first step in building a strong pricing strategy. The next step is to ensure that his proof of the pricing strategy at regular intervals to ensure that the decision criteria in choosing their strategy over time and is still relevant to changing market conditions.

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