Silgo Retail Stock Forecast - Triple Exponential Smoothing

SILGO Stock   37.82  0.10  0.26%   
The Triple Exponential Smoothing forecasted value of Silgo Retail Limited on the next trading day is expected to be 37.51 with a mean absolute deviation of 1.61 and the sum of the absolute errors of 95.19. Silgo Stock Forecast is based on your current time horizon. Although Silgo Retail's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Silgo Retail's systematic risk associated with finding meaningful patterns of Silgo Retail fundamentals over time.
  
At this time, Silgo Retail's Total Liabilities is very stable compared to the past year. As of the 23rd of November 2024, Common Stock is likely to grow to about 194.2 M, while Total Assets are likely to drop about 318.8 M.
Triple exponential smoothing for Silgo Retail - 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 Silgo Retail 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 Silgo Retail price movement. However, neither of these exponential smoothing models address any seasonality of Silgo Retail Limited.

Silgo Retail Triple Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Silgo Retail Limited on the next trading day is expected to be 37.51 with a mean absolute deviation of 1.61, mean absolute percentage error of 5.03, and the sum of the absolute errors of 95.19.
Please note that although there have been many attempts to predict Silgo 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 Silgo Retail's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Silgo Retail Stock Forecast Pattern

Backtest Silgo RetailSilgo Retail Price PredictionBuy or Sell Advice 

Silgo Retail Forecasted Value

In the context of forecasting Silgo Retail'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. Silgo Retail's downside and upside margins for the forecasting period are 32.52 and 42.50, respectively. We have considered Silgo Retail'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
37.82
37.51
Expected Value
42.50
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 Silgo Retail stock data series using in forecasting. Note that when a statistical model is used to represent Silgo Retail 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 -0.3656
MADMean absolute deviation1.6134
MAPEMean absolute percentage error0.0371
SAESum of the absolute errors95.19
As with simple exponential smoothing, in triple exponential smoothing models past Silgo Retail 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 Silgo Retail Limited observations.

Predictive Modules for Silgo Retail

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Silgo Retail 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.
Hype
Prediction
LowEstimatedHigh
32.7137.7042.69
Details
Intrinsic
Valuation
LowRealHigh
28.6633.6538.64
Details
Bollinger
Band Projection (param)
LowMiddleHigh
37.7637.8537.95
Details

Other Forecasting Options for Silgo Retail

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

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

Silgo Retail 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 Silgo Retail'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 Silgo Retail's current price.

Silgo Retail Market Strength Events

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

Silgo Retail Risk Indicators

The analysis of Silgo Retail'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 Silgo Retail's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting silgo 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 Silgo Stock

Silgo Retail financial ratios help investors to determine whether Silgo 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 Silgo with respect to the benefits of owning Silgo Retail security.