Smart Gunes Stock Forecast - 8 Period Moving Average

SMRTG Stock   39.26  1.22  3.01%   
The 8 Period Moving Average forecasted value of Smart Gunes Enerjisi on the next trading day is expected to be 38.97 with a mean absolute deviation of 1.33 and the sum of the absolute errors of 71.66. Smart Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Smart Gunes' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
An 8-period moving average forecast model for Smart Gunes is based on an artificially constructed time series of Smart Gunes daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Smart Gunes 8 Period Moving Average Price Forecast For the 29th of November

Given 90 days horizon, the 8 Period Moving Average forecasted value of Smart Gunes Enerjisi on the next trading day is expected to be 38.97 with a mean absolute deviation of 1.33, mean absolute percentage error of 2.65, and the sum of the absolute errors of 71.66.
Please note that although there have been many attempts to predict Smart Stock 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 Smart Gunes' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Smart Gunes Stock Forecast Pattern

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Smart Gunes Forecasted Value

In the context of forecasting Smart Gunes' Stock 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. Smart Gunes' downside and upside margins for the forecasting period are 36.26 and 41.68, respectively. We have considered Smart Gunes' 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
39.26
38.97
Expected Value
41.68
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Smart Gunes stock data series using in forecasting. Note that when a statistical model is used to represent Smart Gunes stock, 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 Criteria106.2184
BiasArithmetic mean of the errors 0.2182
MADMean absolute deviation1.3271
MAPEMean absolute percentage error0.0351
SAESum of the absolute errors71.665
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Smart Gunes Enerjisi 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Smart Gunes

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Smart Gunes Enerjisi. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock 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
36.5539.2641.97
Details
Intrinsic
Valuation
LowRealHigh
31.3034.0143.19
Details
Bollinger
Band Projection (param)
LowMiddleHigh
37.2739.1641.05
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Smart Gunes. Your research has to be compared to or analyzed against Smart Gunes' peers to derive any actionable benefits. When done correctly, Smart Gunes' 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 Smart Gunes Enerjisi.

Other Forecasting Options for Smart Gunes

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

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

Smart Gunes Enerjisi Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Smart Gunes' 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 Smart Gunes' current price.

Smart Gunes Market Strength Events

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

Smart Gunes Risk Indicators

The analysis of Smart Gunes' 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 Smart Gunes' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting smart stock 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Other Information on Investing in Smart Stock

Smart Gunes financial ratios help investors to determine whether Smart Stock 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 Smart with respect to the benefits of owning Smart Gunes security.