Grand Plastic Stock Forecast - Naive Prediction

3131 Stock  TWD 1,130  5.00  0.44%   
The Naive Prediction forecasted value of Grand Plastic Technology on the next trading day is expected to be 1,143 with a mean absolute deviation of 42.84 and the sum of the absolute errors of 2,656. Grand Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Grand Plastic stock prices and determine the direction of Grand Plastic Technology's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Grand Plastic's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Grand Plastic to cross-verify your projections.
  
Most investors in Grand Plastic 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 Grand Plastic's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Grand Plastic's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Grand Plastic is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Grand Plastic 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.

Grand Plastic Naive Prediction Price Forecast For the 7th of June

Given 90 days horizon, the Naive Prediction forecasted value of Grand Plastic Technology on the next trading day is expected to be 1,143 with a mean absolute deviation of 42.84, mean absolute percentage error of 2,808, and the sum of the absolute errors of 2,656.
Please note that although there have been many attempts to predict Grand 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 Grand Plastic's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Grand Plastic Stock Forecast Pattern

Backtest Grand PlasticGrand Plastic Price PredictionBuy or Sell Advice 

Grand Plastic Forecasted Value

In the context of forecasting Grand Plastic'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. Grand Plastic's downside and upside margins for the forecasting period are 1,139 and 1,148, respectively. We have considered Grand Plastic'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
1,130
1,143
Expected Value
1,148
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 Grand Plastic stock data series using in forecasting. Note that when a statistical model is used to represent Grand Plastic 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 Criteria127.8884
BiasArithmetic mean of the errors None
MADMean absolute deviation42.845
MAPEMean absolute percentage error0.0425
SAESum of the absolute errors2656.3882
This model is not at all useful as a medium-long range forecasting tool of Grand Plastic 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 Grand Plastic. 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 Grand Plastic

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Grand Plastic 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Grand Plastic'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
1,1251,1301,135
Details
Intrinsic
Valuation
LowRealHigh
904.42909.091,243
Details
Bollinger
Band Projection (param)
LowMiddleHigh
952.051,0931,234
Details

Other Forecasting Options for Grand Plastic

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

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

Grand Plastic 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 Grand Plastic'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 Grand Plastic's current price.

Grand Plastic Market Strength Events

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

Grand Plastic Risk Indicators

The analysis of Grand Plastic'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 Grand Plastic's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting grand 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.

Building efficient market-beating portfolios requires time, education, and a lot of computing power!

The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.

Try AI Portfolio Architect

Additional Tools for Grand Stock Analysis

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