TAL Education Stock Forecast - Naive Prediction

IZZ Stock   9.65  0.05  0.52%   
The Naive Prediction forecasted value of TAL Education Group on the next trading day is expected to be 9.12 with a mean absolute deviation of 0.47 and the sum of the absolute errors of 28.91. TAL Stock Forecast is based on your current time horizon.
  
A naive forecasting model for TAL Education is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of TAL Education Group 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.

TAL Education Naive Prediction Price Forecast For the 30th of November

Given 90 days horizon, the Naive Prediction forecasted value of TAL Education Group on the next trading day is expected to be 9.12 with a mean absolute deviation of 0.47, mean absolute percentage error of 0.36, and the sum of the absolute errors of 28.91.
Please note that although there have been many attempts to predict TAL 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 TAL Education's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

TAL Education Stock Forecast Pattern

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TAL Education Forecasted Value

In the context of forecasting TAL Education'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. TAL Education's downside and upside margins for the forecasting period are 4.58 and 13.65, respectively. We have considered TAL Education'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
9.65
9.12
Expected Value
13.65
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 TAL Education stock data series using in forecasting. Note that when a statistical model is used to represent TAL Education 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 Criteria118.914
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4663
MAPEMean absolute percentage error0.0503
SAESum of the absolute errors28.9136
This model is not at all useful as a medium-long range forecasting tool of TAL Education Group. 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 TAL Education. 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 TAL Education

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as TAL Education Group. 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 TAL Education'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
5.129.6514.18
Details
Intrinsic
Valuation
LowRealHigh
3.277.8012.33
Details

Other Forecasting Options for TAL Education

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

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

TAL Education Group 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 TAL Education'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 TAL Education's current price.

TAL Education Market Strength Events

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

TAL Education Risk Indicators

The analysis of TAL Education'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 TAL Education's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting tal 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for TAL Stock Analysis

When running TAL Education's price analysis, check to measure TAL Education's 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 TAL Education is operating at the current time. Most of TAL Education's value examination focuses on studying past and present price action to predict the probability of TAL Education's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move TAL Education's price. Additionally, you may evaluate how the addition of TAL Education to your portfolios can decrease your overall portfolio volatility.