Haynes International Stock Forecast - Naive Prediction

HAYNDelisted Stock  USD 60.99  0.02  0.03%   
The Naive Prediction forecasted value of Haynes International on the next trading day is expected to be 61.31 with a mean absolute deviation of 0.14 and the sum of the absolute errors of 8.42. Haynes Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Haynes International is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Haynes International 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.

Haynes International Naive Prediction Price Forecast For the 25th of November

Given 90 days horizon, the Naive Prediction forecasted value of Haynes International on the next trading day is expected to be 61.31 with a mean absolute deviation of 0.14, mean absolute percentage error of 0.03, and the sum of the absolute errors of 8.42.
Please note that although there have been many attempts to predict Haynes 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 Haynes International's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Haynes International Stock Forecast Pattern

Backtest Haynes InternationalHaynes International Price PredictionBuy or Sell Advice 

Haynes International Forecasted Value

In the context of forecasting Haynes International'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. Haynes International's downside and upside margins for the forecasting period are 61.00 and 61.62, respectively. We have considered Haynes International'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
60.99
61.31
Expected Value
61.62
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 Haynes International stock data series using in forecasting. Note that when a statistical model is used to represent Haynes International 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 Criteria114.7189
BiasArithmetic mean of the errors None
MADMean absolute deviation0.138
MAPEMean absolute percentage error0.0023
SAESum of the absolute errors8.4156
This model is not at all useful as a medium-long range forecasting tool of Haynes International. 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 Haynes International. 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 Haynes International

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Haynes International. 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 Haynes International'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
60.6760.9861.29
Details
Intrinsic
Valuation
LowRealHigh
51.0051.3167.09
Details
Bollinger
Band Projection (param)
LowMiddleHigh
60.9660.9861.00
Details

Other Forecasting Options for Haynes International

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

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

Haynes International 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 Haynes International'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 Haynes International's current price.

Haynes International Market Strength Events

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

Haynes International Risk Indicators

The analysis of Haynes International'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 Haynes International's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting haynes 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.

Pair Trading with Haynes International

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Haynes International position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Haynes International will appreciate offsetting losses from the drop in the long position's value.

Moving together with Haynes Stock

  0.71ESAB ESAB CorpPairCorr

Moving against Haynes Stock

  0.71ATI Allegheny TechnologiesPairCorr
  0.65AP Ampco PittsburghPairCorr
  0.58WOR Worthington IndustriesPairCorr
  0.48MEC Mayville EngineeringPairCorr
  0.41IIIN Insteel IndustriesPairCorr
The ability to find closely correlated positions to Haynes International could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Haynes International when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Haynes International - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Haynes International to buy it.
The correlation of Haynes International is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Haynes International moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Haynes International moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Haynes International can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching
Check out Historical Fundamental Analysis of Haynes International to cross-verify your projections.
You can also try the Competition Analyzer module to analyze and compare many basic indicators for a group of related or unrelated entities.

Other Consideration for investing in Haynes Stock

If you are still planning to invest in Haynes International check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Haynes International's history and understand the potential risks before investing.
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