Airtouch Solar Stock Forecast - Polynomial Regression

ARTS Stock  ILA 43.20  0.90  2.13%   
The Polynomial Regression forecasted value of Airtouch Solar on the next trading day is expected to be 41.65 with a mean absolute deviation of 1.93 and the sum of the absolute errors of 119.82. Airtouch Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Airtouch Solar stock prices and determine the direction of Airtouch Solar's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Airtouch Solar's historical fundamentals, such as revenue growth or operating cash flow patterns.
At this time the value of rsi of Airtouch Solar's share price is below 20 . This suggests that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Airtouch Solar's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Airtouch Solar, which may create opportunities for some arbitrage if properly timed.
Using Airtouch Solar hype-based prediction, you can estimate the value of Airtouch Solar from the perspective of Airtouch Solar response to recently generated media hype and the effects of current headlines on its competitors.
The Polynomial Regression forecasted value of Airtouch Solar on the next trading day is expected to be 41.65 with a mean absolute deviation of 1.93 and the sum of the absolute errors of 119.82.

Airtouch Solar after-hype prediction price

    
  ILA 43.2  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Airtouch Solar to cross-verify your projections.

Airtouch Solar Additional Predictive Modules

Most predictive techniques to examine Airtouch price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Airtouch using various technical indicators. When you analyze Airtouch charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Airtouch Solar polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Airtouch Solar as well as the accuracy indicators are determined from the period prices.

Airtouch Solar Polynomial Regression Price Forecast For the 16th of January 2026

Given 90 days horizon, the Polynomial Regression forecasted value of Airtouch Solar on the next trading day is expected to be 41.65 with a mean absolute deviation of 1.93, mean absolute percentage error of 5.34, and the sum of the absolute errors of 119.82.
Please note that although there have been many attempts to predict Airtouch 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 Airtouch Solar's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Airtouch Solar Stock Forecast Pattern

Backtest Airtouch SolarAirtouch Solar Price PredictionBuy or Sell Advice 

Airtouch Solar Forecasted Value

In the context of forecasting Airtouch Solar'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. Airtouch Solar's downside and upside margins for the forecasting period are 37.08 and 46.22, respectively. We have considered Airtouch Solar'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
43.20
41.65
Expected Value
46.22
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 Airtouch Solar stock data series using in forecasting. Note that when a statistical model is used to represent Airtouch Solar 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 Criteria121.6231
BiasArithmetic mean of the errors None
MADMean absolute deviation1.9326
MAPEMean absolute percentage error0.0425
SAESum of the absolute errors119.8204
A single variable polynomial regression model attempts to put a curve through the Airtouch Solar 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 Airtouch Solar

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Airtouch Solar. 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
38.6743.2047.73
Details
Intrinsic
Valuation
LowRealHigh
33.7338.2647.52
Details

Other Forecasting Options for Airtouch Solar

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

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

Airtouch Solar 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 Airtouch Solar'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 Airtouch Solar's current price.

Airtouch Solar Market Strength Events

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

Airtouch Solar Risk Indicators

The analysis of Airtouch Solar'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 Airtouch Solar's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting airtouch 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Airtouch Stock

Airtouch Solar financial ratios help investors to determine whether Airtouch 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 Airtouch with respect to the benefits of owning Airtouch Solar security.