Allegheny Technologies Stock Forecast - Naive Prediction

ATD Stock  EUR 53.12  0.70  1.30%   
The Naive Prediction forecasted value of Allegheny Technologies Incorporated on the next trading day is expected to be 49.49 with a mean absolute deviation of 1.21 and the sum of the absolute errors of 73.69. Allegheny Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Allegheny Technologies' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Allegheny Technologies is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Allegheny Technologies Incorporated 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.

Allegheny Technologies Naive Prediction Price Forecast For the 17th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of Allegheny Technologies Incorporated on the next trading day is expected to be 49.49 with a mean absolute deviation of 1.21, mean absolute percentage error of 2.63, and the sum of the absolute errors of 73.69.
Please note that although there have been many attempts to predict Allegheny 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 Allegheny Technologies' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Allegheny Technologies Stock Forecast Pattern

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Allegheny Technologies Forecasted Value

In the context of forecasting Allegheny Technologies' 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. Allegheny Technologies' downside and upside margins for the forecasting period are 47.26 and 51.72, respectively. We have considered Allegheny Technologies' 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
53.12
49.49
Expected Value
51.72
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 Allegheny Technologies stock data series using in forecasting. Note that when a statistical model is used to represent Allegheny Technologies 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 Criteria119.0756
BiasArithmetic mean of the errors None
MADMean absolute deviation1.208
MAPEMean absolute percentage error0.0223
SAESum of the absolute errors73.6851
This model is not at all useful as a medium-long range forecasting tool of Allegheny Technologies Incorporated. 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 Allegheny Technologies. 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 Allegheny Technologies

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Allegheny Technologies. 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
50.8953.1255.35
Details
Intrinsic
Valuation
LowRealHigh
51.4853.7155.94
Details

Other Forecasting Options for Allegheny Technologies

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

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

Allegheny Technologies 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 Allegheny Technologies' 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 Allegheny Technologies' current price.

Allegheny Technologies Market Strength Events

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

Allegheny Technologies Risk Indicators

The analysis of Allegheny Technologies' 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 Allegheny Technologies' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting allegheny 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.

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Additional Information and Resources on Investing in Allegheny Stock

When determining whether Allegheny Technologies offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Allegheny Technologies' financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Allegheny Technologies Incorporated Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Allegheny Technologies Incorporated Stock:
Check out Historical Fundamental Analysis of Allegheny Technologies to cross-verify your projections.
You can also try the Sync Your Broker module to sync your existing holdings, watchlists, positions or portfolios from thousands of online brokerage services, banks, investment account aggregators and robo-advisors..
Please note, there is a significant difference between Allegheny Technologies' value and its price as these two are different measures arrived at by different means. Investors typically determine if Allegheny Technologies is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Allegheny Technologies' price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.