Qualstar Pink Sheet Forecast - Simple Moving Average

QBAK Stock  USD 18.65  0.05  0.27%   
The Simple Moving Average forecasted value of Qualstar on the next trading day is expected to be 18.65 with a mean absolute deviation of 0.58 and the sum of the absolute errors of 34.19. Qualstar Pink Sheet Forecast is based on your current time horizon.
  
A two period moving average forecast for Qualstar is based on an daily price series in which the stock price on a given day is replaced by the mean of that price and the preceding price. This model is best suited to price patterns experiencing average volatility.

Qualstar Simple Moving Average Price Forecast For the 30th of December

Given 90 days horizon, the Simple Moving Average forecasted value of Qualstar on the next trading day is expected to be 18.65 with a mean absolute deviation of 0.58, mean absolute percentage error of 0.84, and the sum of the absolute errors of 34.19.
Please note that although there have been many attempts to predict Qualstar Pink Sheet prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Qualstar's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Qualstar Pink Sheet Forecast Pattern

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Qualstar Forecasted Value

In the context of forecasting Qualstar's Pink Sheet value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Qualstar's downside and upside margins for the forecasting period are 12.66 and 24.64, respectively. We have considered Qualstar's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
18.65
18.65
Expected Value
24.64
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of Qualstar pink sheet data series using in forecasting. Note that when a statistical model is used to represent Qualstar pink sheet, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria114.2584
BiasArithmetic mean of the errors -0.0814
MADMean absolute deviation0.5794
MAPEMean absolute percentage error0.0361
SAESum of the absolute errors34.185
The simple moving average model is conceptually a linear regression of the current value of Qualstar price series against current and previous (unobserved) value of Qualstar. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future

Predictive Modules for Qualstar

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Qualstar. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
12.7118.6524.59
Details
Intrinsic
Valuation
LowRealHigh
8.9314.8720.81
Details
Bollinger
Band Projection (param)
LowMiddleHigh
16.2418.3920.55
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Qualstar. Your research has to be compared to or analyzed against Qualstar's peers to derive any actionable benefits. When done correctly, Qualstar's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Qualstar.

Other Forecasting Options for Qualstar

For every potential investor in Qualstar, whether a beginner or expert, Qualstar's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Qualstar Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Qualstar. Basic forecasting techniques help filter out the noise by identifying Qualstar's price trends.

Qualstar Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Qualstar pink sheet to make a market-neutral strategy. Peer analysis of Qualstar could also be used in its relative valuation, which is a method of valuing Qualstar by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Qualstar Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Qualstar's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Qualstar's current price.

Qualstar Market Strength Events

Market strength indicators help investors to evaluate how Qualstar pink sheet reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Qualstar shares will generate the highest return on investment. By undertsting and applying Qualstar pink sheet market strength indicators, traders can identify Qualstar entry and exit signals to maximize returns.

Qualstar Risk Indicators

The analysis of Qualstar's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Qualstar's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting qualstar pink sheet prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

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Other Information on Investing in Qualstar Pink Sheet

Qualstar financial ratios help investors to determine whether Qualstar Pink Sheet is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Qualstar with respect to the benefits of owning Qualstar security.