Shaily Engineering Stock Forecast - Double Exponential Smoothing

SHAILY Stock   1,924  74.75  4.04%   
The Double Exponential Smoothing forecasted value of Shaily Engineering Plastics on the next trading day is expected to be 1,939 with a mean absolute deviation of 46.73 and the sum of the absolute errors of 2,804. Shaily Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Shaily Engineering stock prices and determine the direction of Shaily Engineering Plastics's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Shaily Engineering's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Shaily Engineering's Total Assets are projected to increase significantly based on the last few years of reporting. The current year's Short and Long Term Debt Total is expected to grow to about 2.5 B, whereas Other Current Liabilities is forecasted to decline to about 136.9 M.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Shaily Engineering works best with periods where there are trends or seasonality.

Shaily Engineering Double Exponential Smoothing Price Forecast For the 29th of March

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Shaily Engineering Plastics on the next trading day is expected to be 1,939 with a mean absolute deviation of 46.73, mean absolute percentage error of 2,939, and the sum of the absolute errors of 2,804.
Please note that although there have been many attempts to predict Shaily 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 Shaily Engineering's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Shaily Engineering Stock Forecast Pattern

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Shaily Engineering Forecasted Value

In the context of forecasting Shaily Engineering'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. Shaily Engineering's downside and upside margins for the forecasting period are 1,935 and 1,942, respectively. We have considered Shaily Engineering'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
1,924
1,939
Expected Value
1,942
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Shaily Engineering stock data series using in forecasting. Note that when a statistical model is used to represent Shaily Engineering 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 -9.7806
MADMean absolute deviation46.7309
MAPEMean absolute percentage error0.0297
SAESum of the absolute errors2803.8537
When Shaily Engineering Plastics 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 Shaily Engineering Plastics trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Shaily Engineering observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Shaily Engineering

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Shaily Engineering. 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
1,8611,8652,116
Details
Intrinsic
Valuation
LowRealHigh
1,4751,4782,116
Details
Bollinger
Band Projection (param)
LowMiddleHigh
1,5091,7411,974
Details
Earnings
Estimates (0)
LowProjected EPSHigh
4.785.015.25
Details

Other Forecasting Options for Shaily Engineering

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

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

Shaily Engineering 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 Shaily Engineering'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 Shaily Engineering's current price.

Shaily Engineering Market Strength Events

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

Shaily Engineering Risk Indicators

The analysis of Shaily Engineering'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 Shaily Engineering's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting shaily 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 Shaily Stock

Shaily Engineering financial ratios help investors to determine whether Shaily 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 Shaily with respect to the benefits of owning Shaily Engineering security.