Turkiye Petrol Stock Forecast - Simple Moving Average

TUPRS Stock  TRY 146.40  1.50  1.04%   
The Simple Moving Average forecasted value of Turkiye Petrol Rafinerileri on the next trading day is expected to be 145.65 with a mean absolute deviation of 2.13 and the sum of the absolute errors of 125.90. Turkiye Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Turkiye Petrol's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A two period moving average forecast for Turkiye Petrol 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.

Turkiye Petrol Simple Moving Average Price Forecast For the 23rd of November

Given 90 days horizon, the Simple Moving Average forecasted value of Turkiye Petrol Rafinerileri on the next trading day is expected to be 145.65 with a mean absolute deviation of 2.13, mean absolute percentage error of 6.32, and the sum of the absolute errors of 125.90.
Please note that although there have been many attempts to predict Turkiye 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 Turkiye Petrol's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Turkiye Petrol Stock Forecast Pattern

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Turkiye Petrol Forecasted Value

In the context of forecasting Turkiye Petrol'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. Turkiye Petrol's downside and upside margins for the forecasting period are 144.11 and 147.19, respectively. We have considered Turkiye Petrol'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
146.40
144.11
Downside
145.65
Expected Value
147.19
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 Turkiye Petrol stock data series using in forecasting. Note that when a statistical model is used to represent Turkiye Petrol 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 Criteria116.2783
BiasArithmetic mean of the errors 0.2508
MADMean absolute deviation2.1339
MAPEMean absolute percentage error0.0143
SAESum of the absolute errors125.9
The simple moving average model is conceptually a linear regression of the current value of Turkiye Petrol Rafinerileri price series against current and previous (unobserved) value of Turkiye Petrol. 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 Turkiye Petrol

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Turkiye Petrol Rafin. 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 Turkiye Petrol'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
144.86146.40147.94
Details
Intrinsic
Valuation
LowRealHigh
131.76148.12149.67
Details
Bollinger
Band Projection (param)
LowMiddleHigh
140.40146.69152.99
Details

Other Forecasting Options for Turkiye Petrol

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

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

Turkiye Petrol Rafin 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 Turkiye Petrol'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 Turkiye Petrol's current price.

Turkiye Petrol Market Strength Events

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

Turkiye Petrol Risk Indicators

The analysis of Turkiye Petrol'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 Turkiye Petrol's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting turkiye 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 Turkiye Stock

Turkiye Petrol financial ratios help investors to determine whether Turkiye 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 Turkiye with respect to the benefits of owning Turkiye Petrol security.