Akcansa Cimento Stock Forecast - Polynomial Regression
| AKCNS Stock | TRY 164.70 0.30 0.18% |
The Polynomial Regression forecasted value of Akcansa Cimento Sanayi on the next trading day is expected to be 168.83 with a mean absolute deviation of 3.22 and the sum of the absolute errors of 199.76. Akcansa Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Akcansa Cimento's historical fundamentals, such as revenue growth or operating cash flow patterns.
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Akcansa Cimento Polynomial Regression Price Forecast For the 1st of December
Given 90 days horizon, the Polynomial Regression forecasted value of Akcansa Cimento Sanayi on the next trading day is expected to be 168.83 with a mean absolute deviation of 3.22, mean absolute percentage error of 15.66, and the sum of the absolute errors of 199.76.Please note that although there have been many attempts to predict Akcansa 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 Akcansa Cimento's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Akcansa Cimento Stock Forecast Pattern
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Akcansa Cimento Forecasted Value
In the context of forecasting Akcansa Cimento'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. Akcansa Cimento's downside and upside margins for the forecasting period are 166.32 and 171.35, respectively. We have considered Akcansa Cimento'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Akcansa Cimento stock data series using in forecasting. Note that when a statistical model is used to represent Akcansa Cimento 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.| AIC | Akaike Information Criteria | 122.6994 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 3.222 |
| MAPE | Mean absolute percentage error | 0.0205 |
| SAE | Sum of the absolute errors | 199.7646 |
Predictive Modules for Akcansa Cimento
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Akcansa Cimento Sanayi. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Akcansa Cimento'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.
Other Forecasting Options for Akcansa Cimento
For every potential investor in Akcansa, whether a beginner or expert, Akcansa Cimento's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Akcansa Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Akcansa. Basic forecasting techniques help filter out the noise by identifying Akcansa Cimento's price trends.Akcansa Cimento 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 Akcansa Cimento stock to make a market-neutral strategy. Peer analysis of Akcansa Cimento could also be used in its relative valuation, which is a method of valuing Akcansa Cimento by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Akcansa Cimento Sanayi 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 Akcansa Cimento'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 Akcansa Cimento's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Akcansa Cimento Market Strength Events
Market strength indicators help investors to evaluate how Akcansa Cimento stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Akcansa Cimento shares will generate the highest return on investment. By undertsting and applying Akcansa Cimento stock market strength indicators, traders can identify Akcansa Cimento Sanayi entry and exit signals to maximize returns.
Akcansa Cimento Risk Indicators
The analysis of Akcansa Cimento'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 Akcansa Cimento's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting akcansa 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.
| Mean Deviation | 1.74 | |||
| Semi Deviation | 1.72 | |||
| Standard Deviation | 2.48 | |||
| Variance | 6.15 | |||
| Downside Variance | 3.24 | |||
| Semi Variance | 2.95 | |||
| Expected Short fall | (2.16) |
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 Akcansa Stock
Akcansa Cimento financial ratios help investors to determine whether Akcansa 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 Akcansa with respect to the benefits of owning Akcansa Cimento security.