COMA 18 Stock Forecast - Naive Prediction

CIG Stock   9,070  400.00  4.61%   
The Naive Prediction forecasted value of COMA 18 JSC on the next trading day is expected to be 9,231 with a mean absolute deviation of 278.56 and the sum of the absolute errors of 16,992. Investors can use prediction functions to forecast COMA 18's stock prices and determine the direction of COMA 18 JSC's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of COMA 18's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in board of governors.
  
A naive forecasting model for COMA 18 is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of COMA 18 JSC value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

COMA 18 Naive Prediction Price Forecast For the 2nd of December

Given 90 days horizon, the Naive Prediction forecasted value of COMA 18 JSC on the next trading day is expected to be 9,231 with a mean absolute deviation of 278.56, mean absolute percentage error of 123,584, and the sum of the absolute errors of 16,992.
Please note that although there have been many attempts to predict COMA 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 COMA 18's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

COMA 18 Stock Forecast Pattern

COMA 18 Forecasted Value

In the context of forecasting COMA 18's 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. COMA 18's downside and upside margins for the forecasting period are 9,227 and 9,235, respectively. We have considered COMA 18'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
9,070
9,231
Expected Value
9,235
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of COMA 18 stock data series using in forecasting. Note that when a statistical model is used to represent COMA 18 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 Criteria129.8352
BiasArithmetic mean of the errors None
MADMean absolute deviation278.5592
MAPEMean absolute percentage error0.0424
SAESum of the absolute errors16992.1141
This model is not at all useful as a medium-long range forecasting tool of COMA 18 JSC. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict COMA 18. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for COMA 18

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as COMA 18 JSC. 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.

Other Forecasting Options for COMA 18

For every potential investor in COMA, whether a beginner or expert, COMA 18's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. COMA Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in COMA. Basic forecasting techniques help filter out the noise by identifying COMA 18's price trends.

COMA 18 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 COMA 18 stock to make a market-neutral strategy. Peer analysis of COMA 18 could also be used in its relative valuation, which is a method of valuing COMA 18 by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

COMA 18 JSC 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 COMA 18'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 COMA 18's current price.

COMA 18 Market Strength Events

Market strength indicators help investors to evaluate how COMA 18 stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading COMA 18 shares will generate the highest return on investment. By undertsting and applying COMA 18 stock market strength indicators, traders can identify COMA 18 JSC entry and exit signals to maximize returns.

COMA 18 Risk Indicators

The analysis of COMA 18'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 COMA 18's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting coma 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.

Pair Trading with COMA 18

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 COMA 18 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 COMA 18 will appreciate offsetting losses from the drop in the long position's value.
The ability to find closely correlated positions to COMA 18 could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace COMA 18 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 COMA 18 - 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 COMA 18 JSC to buy it.
The correlation of COMA 18 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 COMA 18 moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if COMA 18 JSC 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 COMA 18 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