Tropical Canning Stock Forecast - Naive Prediction

TC Stock  THB 6.85  0.05  0.74%   
The Naive Prediction forecasted value of Tropical Canning Public on the next trading day is expected to be 6.92 with a mean absolute deviation of 0.30 and the sum of the absolute errors of 18.79. Tropical Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Tropical Canning is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Tropical Canning Public 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.

Tropical Canning Naive Prediction Price Forecast For the 29th of November

Given 90 days horizon, the Naive Prediction forecasted value of Tropical Canning Public on the next trading day is expected to be 6.92 with a mean absolute deviation of 0.30, mean absolute percentage error of 0.70, and the sum of the absolute errors of 18.79.
Please note that although there have been many attempts to predict Tropical 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 Tropical Canning's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Tropical Canning Stock Forecast Pattern

Backtest Tropical CanningTropical Canning Price PredictionBuy or Sell Advice 

Tropical Canning Forecasted Value

In the context of forecasting Tropical Canning'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. Tropical Canning's downside and upside margins for the forecasting period are 0.07 and 134.79, respectively. We have considered Tropical Canning'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
6.85
6.92
Expected Value
134.79
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 Tropical Canning stock data series using in forecasting. Note that when a statistical model is used to represent Tropical Canning 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 Criteria119.5882
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3031
MAPEMean absolute percentage error9.223372036854776E14
SAESum of the absolute errors18.7913
This model is not at all useful as a medium-long range forecasting tool of Tropical Canning Public. 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 Tropical Canning. 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 Tropical Canning

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Tropical Canning Public. 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
0.346.85691.85
Details
Intrinsic
Valuation
LowRealHigh
0.234.63689.63
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Tropical Canning. Your research has to be compared to or analyzed against Tropical Canning's peers to derive any actionable benefits. When done correctly, Tropical Canning's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Tropical Canning Public.

Other Forecasting Options for Tropical Canning

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

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

Tropical Canning Public 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 Tropical Canning'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 Tropical Canning's current price.

Tropical Canning Market Strength Events

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

Tropical Canning Risk Indicators

The analysis of Tropical Canning'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 Tropical Canning's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting tropical 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

Other Information on Investing in Tropical Stock

Tropical Canning financial ratios help investors to determine whether Tropical Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Tropical with respect to the benefits of owning Tropical Canning security.