AULT Old Stock Forecast - Polynomial Regression
AULTDelisted Stock | 0.21 0.01 4.55% |
The Polynomial Regression forecasted value of AULT Old on the next trading day is expected to be 0.21 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 0.98. AULT Stock Forecast is based on your current time horizon.
AULT |
AULT Old Polynomial Regression Price Forecast For the 26th of January
Given 90 days horizon, the Polynomial Regression forecasted value of AULT Old on the next trading day is expected to be 0.21 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0004, and the sum of the absolute errors of 0.98.Please note that although there have been many attempts to predict AULT 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 AULT Old's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
AULT Old Stock Forecast Pattern
Backtest AULT Old | AULT Old Price Prediction | Buy or Sell Advice |
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 AULT Old stock data series using in forecasting. Note that when a statistical model is used to represent AULT Old 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.AIC | Akaike Information Criteria | 110.1728 |
Bias | Arithmetic mean of the errors | None |
MAD | Mean absolute deviation | 0.016 |
MAPE | Mean absolute percentage error | 0.0626 |
SAE | Sum of the absolute errors | 0.9786 |
Predictive Modules for AULT Old
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AULT Old. 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.AULT Old 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 AULT Old stock to make a market-neutral strategy. Peer analysis of AULT Old could also be used in its relative valuation, which is a method of valuing AULT Old by comparing valuation metrics with similar companies.
Risk & Return | Correlation |
AULT Old Market Strength Events
Market strength indicators help investors to evaluate how AULT Old stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading AULT Old shares will generate the highest return on investment. By undertsting and applying AULT Old stock market strength indicators, traders can identify AULT Old entry and exit signals to maximize returns.
Thematic Opportunities
Explore Investment Opportunities
Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in bureau of economic analysis. You can also try the ETF Categories module to list of ETF categories grouped based on various criteria, such as the investment strategy or type of investments.
Other Consideration for investing in AULT Stock
If you are still planning to invest in AULT Old 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 AULT Old's history and understand the potential risks before investing.
Equity Forecasting Use basic forecasting models to generate price predictions and determine price momentum | |
Portfolio Volatility Check portfolio volatility and analyze historical return density to properly model market risk | |
Idea Optimizer Use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio | |
Pair Correlation Compare performance and examine fundamental relationship between any two equity instruments | |
Portfolio File Import Quickly import all of your third-party portfolios from your local drive in csv format | |
Watchlist Optimization Optimize watchlists to build efficient portfolios or rebalance existing positions based on the mean-variance optimization algorithm | |
Aroon Oscillator Analyze current equity momentum using Aroon Oscillator and other momentum ratios | |
Instant Ratings Determine any equity ratings based on digital recommendations. Macroaxis instant equity ratings are based on combination of fundamental analysis and risk-adjusted market performance | |
Earnings Calls Check upcoming earnings announcements updated hourly across public exchanges |