Ligao Foods Stock Forecast - Triple Exponential Smoothing

300973 Stock   46.50  0.44  0.94%   
The Triple Exponential Smoothing forecasted value of Ligao Foods CoLtd on the next trading day is expected to be 46.92 with a mean absolute deviation of 1.21 and the sum of the absolute errors of 72.47. Ligao Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Ligao Foods stock prices and determine the direction of Ligao Foods CoLtd's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Ligao Foods' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Ligao Foods' Other Current Liabilities is projected to decrease significantly based on the last few years of reporting. The current year's Non Current Liabilities Total is expected to grow to about 925.7 M, whereas Total Assets are forecasted to decline to about 2.5 B.
Triple exponential smoothing for Ligao Foods - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Ligao Foods prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Ligao Foods price movement. However, neither of these exponential smoothing models address any seasonality of Ligao Foods CoLtd.

Ligao Foods Triple Exponential Smoothing Price Forecast For the 15th of December 2024

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Ligao Foods CoLtd on the next trading day is expected to be 46.92 with a mean absolute deviation of 1.21, mean absolute percentage error of 2.85, and the sum of the absolute errors of 72.47.
Please note that although there have been many attempts to predict Ligao 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 Ligao Foods' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ligao Foods Stock Forecast Pattern

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Ligao Foods Forecasted Value

In the context of forecasting Ligao Foods' 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. Ligao Foods' downside and upside margins for the forecasting period are 42.20 and 51.64, respectively. We have considered Ligao Foods' 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
46.50
46.92
Expected Value
51.64
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Ligao Foods stock data series using in forecasting. Note that when a statistical model is used to represent Ligao Foods 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 CriteriaHuge
BiasArithmetic mean of the errors -0.2699
MADMean absolute deviation1.2078
MAPEMean absolute percentage error0.0338
SAESum of the absolute errors72.4657
As with simple exponential smoothing, in triple exponential smoothing models past Ligao Foods observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Ligao Foods CoLtd observations.

Predictive Modules for Ligao Foods

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ligao Foods CoLtd. 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
42.6947.4152.13
Details
Intrinsic
Valuation
LowRealHigh
31.0935.8051.15
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.370.400.42
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Ligao Foods. Your research has to be compared to or analyzed against Ligao Foods' peers to derive any actionable benefits. When done correctly, Ligao Foods' 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 Ligao Foods CoLtd.

Other Forecasting Options for Ligao Foods

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

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

Ligao Foods CoLtd 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 Ligao Foods' 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 Ligao Foods' current price.

Ligao Foods Market Strength Events

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

Ligao Foods Risk Indicators

The analysis of Ligao Foods' 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 Ligao Foods' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ligao 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Ligao Stock

Ligao Foods financial ratios help investors to determine whether Ligao 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 Ligao with respect to the benefits of owning Ligao Foods security.