Hawaiian Electric Pink Sheet Forecast - 4 Period Moving Average

HAWEL Stock  USD 15.01  0.49  3.16%   
The 4 Period Moving Average forecasted value of Hawaiian Electric on the next trading day is expected to be 15.01 with a mean absolute deviation of 0.26 and the sum of the absolute errors of 15.08. Hawaiian Pink Sheet Forecast is based on your current time horizon.
  
A four-period moving average forecast model for Hawaiian Electric is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Hawaiian Electric 4 Period Moving Average Price Forecast For the 23rd of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of Hawaiian Electric on the next trading day is expected to be 15.01 with a mean absolute deviation of 0.26, mean absolute percentage error of 0.22, and the sum of the absolute errors of 15.08.
Please note that although there have been many attempts to predict Hawaiian 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 Hawaiian Electric's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Hawaiian Electric Pink Sheet Forecast Pattern

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Hawaiian Electric Forecasted Value

In the context of forecasting Hawaiian Electric'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. Hawaiian Electric's downside and upside margins for the forecasting period are 11.44 and 18.58, respectively. We have considered Hawaiian Electric'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
15.01
15.01
Expected Value
18.58
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Hawaiian Electric pink sheet data series using in forecasting. Note that when a statistical model is used to represent Hawaiian Electric 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 Criteria109.2462
BiasArithmetic mean of the errors 0.1129
MADMean absolute deviation0.2646
MAPEMean absolute percentage error0.0169
SAESum of the absolute errors15.0825
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Hawaiian Electric. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Hawaiian Electric and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Hawaiian Electric

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hawaiian Electric. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Hawaiian Electric'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
11.4415.0118.58
Details
Intrinsic
Valuation
LowRealHigh
8.7412.3115.88
Details
Bollinger
Band Projection (param)
LowMiddleHigh
14.7615.2515.75
Details

Other Forecasting Options for Hawaiian Electric

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

Hawaiian Electric 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 Hawaiian Electric pink sheet to make a market-neutral strategy. Peer analysis of Hawaiian Electric could also be used in its relative valuation, which is a method of valuing Hawaiian Electric by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Hawaiian Electric 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 Hawaiian Electric'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 Hawaiian Electric's current price.

Hawaiian Electric Market Strength Events

Market strength indicators help investors to evaluate how Hawaiian Electric 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 Hawaiian Electric shares will generate the highest return on investment. By undertsting and applying Hawaiian Electric pink sheet market strength indicators, traders can identify Hawaiian Electric entry and exit signals to maximize returns.

Hawaiian Electric Risk Indicators

The analysis of Hawaiian Electric'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 Hawaiian Electric's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hawaiian 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 Hawaiian Pink Sheet

Hawaiian Electric financial ratios help investors to determine whether Hawaiian 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 Hawaiian with respect to the benefits of owning Hawaiian Electric security.