ATIF Holdings Stock Forecast - Polynomial Regression
| ZBAI Stock | 1.14 0.05 4.20% |
The Polynomial Regression forecasted value of ATIF Holdings Limited on the next trading day is expected to be 0.61 with a mean absolute deviation of 0.15 and the sum of the absolute errors of 5.16. ATIF Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of ATIF Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
ATIF |
ATIF Holdings Polynomial Regression Price Forecast For the 2nd of February
Given 90 days horizon, the Polynomial Regression forecasted value of ATIF Holdings Limited on the next trading day is expected to be 0.61 with a mean absolute deviation of 0.15, mean absolute percentage error of 0.04, and the sum of the absolute errors of 5.16.Please note that although there have been many attempts to predict ATIF 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 ATIF Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
ATIF Holdings Stock Forecast Pattern
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ATIF Holdings Forecasted Value
In the context of forecasting ATIF Holdings' 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. ATIF Holdings' downside and upside margins for the forecasting period are 0.01 and 12.67, respectively. We have considered ATIF Holdings' 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.
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 ATIF Holdings stock data series using in forecasting. Note that when a statistical model is used to represent ATIF Holdings 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 | 65.2217 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1518 |
| MAPE | Mean absolute percentage error | 0.1247 |
| SAE | Sum of the absolute errors | 5.1628 |
Predictive Modules for ATIF Holdings
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ATIF Holdings Limited. 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.Other Forecasting Options for ATIF Holdings
For every potential investor in ATIF, whether a beginner or expert, ATIF Holdings' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. ATIF Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in ATIF. Basic forecasting techniques help filter out the noise by identifying ATIF Holdings' price trends.ATIF Holdings 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 ATIF Holdings stock to make a market-neutral strategy. Peer analysis of ATIF Holdings could also be used in its relative valuation, which is a method of valuing ATIF Holdings by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
ATIF Holdings Limited 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 ATIF Holdings' 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 ATIF Holdings' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
ATIF Holdings Market Strength Events
Market strength indicators help investors to evaluate how ATIF Holdings stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading ATIF Holdings shares will generate the highest return on investment. By undertsting and applying ATIF Holdings stock market strength indicators, traders can identify ATIF Holdings Limited entry and exit signals to maximize returns.
ATIF Holdings Risk Indicators
The analysis of ATIF Holdings' 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 ATIF Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting atif 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 | 10.27 | |||
| Semi Deviation | 9.06 | |||
| Standard Deviation | 12.24 | |||
| Variance | 149.78 | |||
| Downside Variance | 102.51 | |||
| Semi Variance | 82.11 | |||
| Expected Short fall | (13.48) |
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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Check out Historical Fundamental Analysis of ATIF Holdings to cross-verify your projections. You can also try the Portfolio Rebalancing module to analyze risk-adjusted returns against different time horizons to find asset-allocation targets.
Is Business 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 ATIF Holdings. If investors know ATIF 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 ATIF Holdings 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 ATIF Holdings Limited is measured differently than its book value, which is the value of ATIF that is recorded on the company's balance sheet. Investors also form their own opinion of ATIF Holdings' value that differs from its market value or its book value, called intrinsic value, which is ATIF Holdings' 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 ATIF Holdings' market value can be influenced by many factors that don't directly affect ATIF Holdings' 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 ATIF Holdings' value and its price as these two are different measures arrived at by different means. Investors typically determine if ATIF Holdings is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, ATIF Holdings' 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.