Ainos Stock Forecast - Simple Regression
| AIMDW Stock | USD 0.05 0.00 0.00% |
The Simple Regression forecasted value of Ainos Inc on the next trading day is expected to be 0.05 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.11. Ainos Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Ainos stock prices and determine the direction of Ainos Inc's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Ainos' historical fundamentals, such as revenue growth or operating cash flow patterns. Although Ainos' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Ainos' systematic risk associated with finding meaningful patterns of Ainos fundamentals over time.
Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be tightly coupled with the direction of predictive economic indicators such as signals in unemployment. Ainos |
Most investors in Ainos cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Ainos' time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Ainos' price structures and extracts relationships that further increase the generated results' accuracy.
Simple Regression model is a single variable regression model that attempts to put a straight line through Ainos price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X. Ainos Simple Regression Price Forecast For the 3rd of June
Given 90 days horizon, the Simple Regression forecasted value of Ainos Inc on the next trading day is expected to be 0.05 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0006, and the sum of the absolute errors of 1.11.Please note that although there have been many attempts to predict Ainos 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 Ainos' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Ainos Stock Forecast Pattern
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Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Ainos stock data series using in forecasting. Note that when a statistical model is used to represent Ainos 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 | 110.656 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0182 |
| MAPE | Mean absolute percentage error | 0.2645 |
| SAE | Sum of the absolute errors | 1.1091 |
Predictive Modules for Ainos
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ainos Inc. 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 Ainos' 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.
Ainos 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 Ainos stock to make a market-neutral strategy. Peer analysis of Ainos could also be used in its relative valuation, which is a method of valuing Ainos by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Ainos Market Strength Events
Market strength indicators help investors to evaluate how Ainos stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Ainos shares will generate the highest return on investment. By undertsting and applying Ainos stock market strength indicators, traders can identify Ainos Inc entry and exit signals to maximize returns.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 0.0451 | |||
| Day Typical Price | 0.0451 | |||
| Relative Strength Index | 44.01 |
Ainos Risk Indicators
The analysis of Ainos' 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 Ainos' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ainos 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.
| Mean Deviation | 27.11 | |||
| Semi Deviation | 25.31 | |||
| Standard Deviation | 42.15 | |||
| Variance | 1776.73 | |||
| Downside Variance | 978.89 | |||
| Semi Variance | 640.73 | |||
| Expected Short fall | (35.46) |
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.When determining whether Ainos Inc is a strong investment it is important to analyze Ainos' competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Ainos' future performance. For an informed investment choice regarding Ainos Stock, refer to the following important reports:Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be tightly coupled with the direction of predictive economic indicators such as signals in unemployment. Note that the Ainos Inc information on this page should be used as a complementary analysis to other Ainos' statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Investing Opportunities module to build portfolios using our predefined set of ideas and optimize them against your investing preferences.
Complementary Tools for Ainos Stock analysis
When running Ainos' price analysis, check to measure Ainos' market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Ainos is operating at the current time. Most of Ainos' value examination focuses on studying past and present price action to predict the probability of Ainos' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Ainos' price. Additionally, you may evaluate how the addition of Ainos to your portfolios can decrease your overall portfolio volatility.
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Is Ainos' industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Ainos. If investors know Ainos will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Ainos listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Revenue Per Share 0.021 | Quarterly Revenue Growth (0.58) | Return On Assets (0.25) | Return On Equity (0.53) |
The market value of Ainos Inc is measured differently than its book value, which is the value of Ainos that is recorded on the company's balance sheet. Investors also form their own opinion of Ainos' value that differs from its market value or its book value, called intrinsic value, which is Ainos' true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Ainos' market value can be influenced by many factors that don't directly affect Ainos' underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Ainos' value and its price as these two are different measures arrived at by different means. Investors typically determine if Ainos is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Ainos' 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.