Scotts Forecast - Double Exponential Smoothing

810186AP1   97.79  2.09  2.09%   
The Double Exponential Smoothing forecasted value of Scotts Miracle Gro 525 on the next trading day is expected to be 96.32 with a mean absolute deviation of 0.62 and the sum of the absolute errors of 37.02. Scotts Bond Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Scotts stock prices and determine the direction of Scotts Miracle Gro 525's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Scotts' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
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 Scotts works best with periods where there are trends or seasonality.

Scotts Double Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Scotts Miracle Gro 525 on the next trading day is expected to be 96.32 with a mean absolute deviation of 0.62, mean absolute percentage error of 1.00, and the sum of the absolute errors of 37.02.
Please note that although there have been many attempts to predict Scotts Bond 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 Scotts' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Scotts Bond Forecast Pattern

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Scotts Forecasted Value

In the context of forecasting Scotts' Bond 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. Scotts' downside and upside margins for the forecasting period are 95.73 and 96.92, respectively. We have considered Scotts' 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
97.79
96.32
Expected Value
96.92
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 Scotts bond data series using in forecasting. Note that when a statistical model is used to represent Scotts bond, 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 0.1633
MADMean absolute deviation0.617
MAPEMean absolute percentage error0.0063
SAESum of the absolute errors37.0182
When Scotts Miracle Gro 525 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 Scotts Miracle Gro 525 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 Scotts observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Scotts

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Scotts Miracle Gro. Regardless of method or technology, however, to accurately forecast the bond market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the bond 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
97.2097.7998.38
Details
Intrinsic
Valuation
LowRealHigh
96.9797.5698.15
Details
Bollinger
Band Projection (param)
LowMiddleHigh
95.6498.81101.98
Details

Other Forecasting Options for Scotts

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

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

Scotts Miracle Gro Technical and Predictive Analytics

The bond market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Scotts' 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 Scotts' current price.

Scotts Market Strength Events

Market strength indicators help investors to evaluate how Scotts bond reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Scotts shares will generate the highest return on investment. By undertsting and applying Scotts bond market strength indicators, traders can identify Scotts Miracle Gro 525 entry and exit signals to maximize returns.

Scotts Risk Indicators

The analysis of Scotts' 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 Scotts' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting scotts bond 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. One of the essential factors to consider when estimating the risk of default for a bond instrument is its duration, which is the bond's price sensitivity to changes in interest rates. The duration of Scotts Miracle Gro 525 bond is primarily affected by its yield, coupon rate, and time to maturity. The duration of a bond will be higher the lower its coupon, lower its yield, and longer the time left to maturity.
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 Scotts Bond

Scotts financial ratios help investors to determine whether Scotts Bond 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 Scotts with respect to the benefits of owning Scotts security.