Suwen Tekstil Stock Forecast - Polynomial Regression

SUWEN Stock   29.00  0.92  3.07%   
The Polynomial Regression forecasted value of Suwen Tekstil Sanayi on the next trading day is expected to be 29.21 with a mean absolute deviation of 0.79 and the sum of the absolute errors of 48.25. Suwen Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Suwen Tekstil's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Suwen Tekstil polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Suwen Tekstil Sanayi as well as the accuracy indicators are determined from the period prices.

Suwen Tekstil Polynomial Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Suwen Tekstil Sanayi on the next trading day is expected to be 29.21 with a mean absolute deviation of 0.79, mean absolute percentage error of 0.94, and the sum of the absolute errors of 48.25.
Please note that although there have been many attempts to predict Suwen 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 Suwen Tekstil's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Suwen Tekstil Stock Forecast Pattern

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Suwen Tekstil Forecasted Value

In the context of forecasting Suwen Tekstil'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. Suwen Tekstil's downside and upside margins for the forecasting period are 27.02 and 31.41, respectively. We have considered Suwen Tekstil'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
29.00
29.21
Expected Value
31.41
Upside

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 Suwen Tekstil stock data series using in forecasting. Note that when a statistical model is used to represent Suwen Tekstil 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 Criteria118.0452
BiasArithmetic mean of the errors None
MADMean absolute deviation0.7909
MAPEMean absolute percentage error0.028
SAESum of the absolute errors48.2458
A single variable polynomial regression model attempts to put a curve through the Suwen Tekstil historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Suwen Tekstil

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Suwen Tekstil 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.
Hype
Prediction
LowEstimatedHigh
26.8029.0031.20
Details
Intrinsic
Valuation
LowRealHigh
22.0024.2031.90
Details
Bollinger
Band Projection (param)
LowMiddleHigh
28.3629.1429.92
Details

Other Forecasting Options for Suwen Tekstil

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

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

Suwen Tekstil 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 Suwen Tekstil'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 Suwen Tekstil's current price.

Suwen Tekstil Market Strength Events

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

Suwen Tekstil Risk Indicators

The analysis of Suwen Tekstil'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 Suwen Tekstil's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting suwen 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 Suwen Stock

Suwen Tekstil financial ratios help investors to determine whether Suwen 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 Suwen with respect to the benefits of owning Suwen Tekstil security.