ECS Botanics Stock Forecast - Double Exponential Smoothing

ECS Stock   0.02  0  6.25%   
The Double Exponential Smoothing forecasted value of ECS Botanics Holdings on the next trading day is expected to be 0.02 with a mean absolute deviation of 0.0006 and the sum of the absolute errors of 0.03. ECS Stock Forecast is based on your current time horizon.
  
At this time, ECS Botanics' Total Liabilities is comparatively stable compared to the past year. Property Plant And Equipment Gross is likely to gain to about 11.4 M in 2024, whereas Retained Earnings are likely to drop (9.2 M) in 2024.
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 ECS Botanics works best with periods where there are trends or seasonality.

ECS Botanics Double Exponential Smoothing Price Forecast For the 24th of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of ECS Botanics Holdings on the next trading day is expected to be 0.02 with a mean absolute deviation of 0.0006, mean absolute percentage error of 0.0000007, and the sum of the absolute errors of 0.03.
Please note that although there have been many attempts to predict ECS 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 ECS Botanics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ECS Botanics Stock Forecast Pattern

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ECS Botanics Forecasted Value

In the context of forecasting ECS Botanics' 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. ECS Botanics' downside and upside margins for the forecasting period are 0.0002 and 4.56, respectively. We have considered ECS Botanics' 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
0.02
0.0002
Downside
0.02
Expected Value
4.56
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 ECS Botanics stock data series using in forecasting. Note that when a statistical model is used to represent ECS Botanics 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 -1.0E-4
MADMean absolute deviation6.0E-4
MAPEMean absolute percentage error0.0324
SAESum of the absolute errors0.0337
When ECS Botanics Holdings 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 ECS Botanics Holdings 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 ECS Botanics observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for ECS Botanics

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ECS Botanics Holdings. 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
0.000.024.56
Details
Intrinsic
Valuation
LowRealHigh
0.000.024.56
Details

Other Forecasting Options for ECS Botanics

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

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

ECS Botanics Holdings 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 ECS Botanics' 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 ECS Botanics' current price.

ECS Botanics Market Strength Events

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

ECS Botanics Risk Indicators

The analysis of ECS Botanics' 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 ECS Botanics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ecs 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.

Thematic Opportunities

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Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for ECS Stock Analysis

When running ECS Botanics' price analysis, check to measure ECS Botanics' market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy ECS Botanics is operating at the current time. Most of ECS Botanics' value examination focuses on studying past and present price action to predict the probability of ECS Botanics' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move ECS Botanics' price. Additionally, you may evaluate how the addition of ECS Botanics to your portfolios can decrease your overall portfolio volatility.