Quantum Stock Statistic Functions Linear Regression

QMCO Stock  USD 9.13  5.11  127.11%   
Quantum statistic functions tool provides the execution environment for running the Linear Regression function and other technical functions against Quantum. Quantum value trend is the prevailing direction of the price over some defined period of time. The concept of trend is an important idea in technical analysis, including the analysis of statistic functions indicators. As with most other technical indicators, the Linear Regression function function is designed to identify and follow existing trends. Quantum statistical functions help analysts to determine different price movement patterns based on how price series statistical indicators change over time. Please specify Time Period to run this model.

Execute Function
The output start index for this execution was thirty-five with a total number of output elements of twenty-six. The Linear Regression model generates relationship between price series of Quantum and its peer or benchmark and helps predict Quantum future price from its past values.

Quantum Technical Analysis Modules

Most technical analysis of Quantum help investors determine whether a current trend will continue and, if not, when it will shift. We provide a combination of tools to recognize potential entry and exit points for Quantum from various momentum indicators to cycle indicators. When you analyze Quantum charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.

About Quantum Predictive Technical Analysis

Predictive technical analysis modules help investors to analyze different prices and returns patterns as well as diagnose historical swings to determine the real value of Quantum. We use our internally-developed statistical techniques to arrive at the intrinsic value of Quantum based on widely used predictive technical indicators. In general, we focus on analyzing Quantum Stock price patterns and their correlations with different microeconomic environment and drivers. We also apply predictive analytics to build Quantum's daily price indicators and compare them against related drivers, such as statistic functions and various other types of predictive indicators. Using this methodology combined with a more conventional technical analysis and fundamental analysis, we attempt to find the most accurate representation of Quantum's intrinsic value. In addition to deriving basic predictive indicators for Quantum, we also check how macroeconomic factors affect Quantum price patterns. Please read more on our technical analysis page or use our predictive modules below to complement your research.
 2023 2024 (projected)
Dividend Yield0.004750.004222
Price To Sales Ratio0.170.16
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Quantum's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
0.203.9612.93
Details
Intrinsic
Valuation
LowRealHigh
0.112.2111.18
Details
Naive
Forecast
LowNextHigh
0.073.3512.32
Details
2 Analysts
Consensus
LowTargetHigh
1.001.101.22
Details

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Quantum pair trading

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Quantum position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Quantum will appreciate offsetting losses from the drop in the long position's value.

Quantum Pair Trading

Quantum Pair Trading Analysis

The ability to find closely correlated positions to Quantum could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Quantum when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Quantum - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Quantum to buy it.
The correlation of Quantum is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Quantum moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Quantum moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Quantum can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching
When determining whether Quantum offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Quantum's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Quantum Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Quantum Stock:
Check out Your Equity Center to better understand how to build diversified portfolios, which includes a position in Quantum. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in main economic indicators.
To learn how to invest in Quantum Stock, please use our How to Invest in Quantum guide.
You can also try the Bollinger Bands module to use Bollinger Bands indicator to analyze target price for a given investing horizon.
Is Technology Hardware, Storage & Peripherals space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Quantum. If investors know Quantum will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Quantum listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share
(13.13)
Revenue Per Share
60.743
Quarterly Revenue Growth
(0.23)
Return On Assets
(0.12)
The market value of Quantum is measured differently than its book value, which is the value of Quantum that is recorded on the company's balance sheet. Investors also form their own opinion of Quantum's value that differs from its market value or its book value, called intrinsic value, which is Quantum's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Quantum's market value can be influenced by many factors that don't directly affect Quantum's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Quantum's value and its price as these two are different measures arrived at by different means. Investors typically determine if Quantum is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Quantum's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.