Aimei Health Stock Forecast - Naive Prediction

AFJK Stock   10.60  0.02  0.19%   
The Naive Prediction forecasted value of Aimei Health Technology on the next trading day is expected to be 10.60 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.67. Aimei Stock Forecast is based on your current time horizon. Although Aimei Health's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Aimei Health's systematic risk associated with finding meaningful patterns of Aimei Health fundamentals over time.
  
A naive forecasting model for Aimei Health is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Aimei Health Technology 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.

Aimei Health Naive Prediction Price Forecast For the 12th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of Aimei Health Technology on the next trading day is expected to be 10.60 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0004, and the sum of the absolute errors of 0.67.
Please note that although there have been many attempts to predict Aimei 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 Aimei Health's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Aimei Health Stock Forecast Pattern

Backtest Aimei HealthAimei Health Price PredictionBuy or Sell Advice 

Aimei Health Forecasted Value

In the context of forecasting Aimei Health'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. Aimei Health's downside and upside margins for the forecasting period are 10.38 and 10.82, respectively. We have considered Aimei Health'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
10.60
10.60
Expected Value
10.82
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 Aimei Health stock data series using in forecasting. Note that when a statistical model is used to represent Aimei Health 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 Criteria112.0758
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0108
MAPEMean absolute percentage error0.001
SAESum of the absolute errors0.6668
This model is not at all useful as a medium-long range forecasting tool of Aimei Health Technology. 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 Aimei Health. 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 Aimei Health

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Aimei Health Technology. 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
10.3810.6010.82
Details
Intrinsic
Valuation
LowRealHigh
10.3610.5810.80
Details
Bollinger
Band Projection (param)
LowMiddleHigh
10.5210.5810.65
Details

Other Forecasting Options for Aimei Health

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

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

Aimei Health Technology 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 Aimei Health'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 Aimei Health's current price.

Aimei Health Market Strength Events

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

Aimei Health Risk Indicators

The analysis of Aimei Health'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 Aimei Health's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting aimei 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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When determining whether Aimei Health Technology is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if Aimei Stock is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Aimei Health Technology Stock. Highlighted below are key reports to facilitate an investment decision about Aimei Health Technology Stock:
Check out Historical Fundamental Analysis of Aimei Health to cross-verify your projections.
You can also try the Portfolio Analyzer module to portfolio analysis module that provides access to portfolio diagnostics and optimization engine.
Is Life Sciences Tools & Services space 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 Aimei Health. If investors know Aimei 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 Aimei Health listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of Aimei Health Technology is measured differently than its book value, which is the value of Aimei that is recorded on the company's balance sheet. Investors also form their own opinion of Aimei Health's value that differs from its market value or its book value, called intrinsic value, which is Aimei Health's 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 Aimei Health's market value can be influenced by many factors that don't directly affect Aimei Health's 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 Aimei Health's value and its price as these two are different measures arrived at by different means. Investors typically determine if Aimei Health is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Aimei Health's 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.