Imd Companies Pink Sheet Forecast - Simple Exponential Smoothing

ICBU Stock  USD 0.01  0.0001  1.92%   
The Simple Exponential Smoothing forecasted value of Imd Companies on the next trading day is expected to be 0.01 with a mean absolute deviation of 0.0003 and the sum of the absolute errors of 0.02. Imd Pink Sheet Forecast is based on your current time horizon.
  
Imd Companies simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Imd Companies are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Imd Companies prices get older.

Imd Companies Simple Exponential Smoothing Price Forecast For the 2nd of December

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Imd Companies on the next trading day is expected to be 0.01 with a mean absolute deviation of 0.0003, mean absolute percentage error of 0.00000027, and the sum of the absolute errors of 0.02.
Please note that although there have been many attempts to predict Imd Pink Sheet 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 Imd Companies' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Imd Companies Pink Sheet Forecast Pattern

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Imd Companies Forecasted Value

In the context of forecasting Imd Companies' Pink Sheet 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. Imd Companies' downside and upside margins for the forecasting period are 0.000051 and 10.01, respectively. We have considered Imd Companies' 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
0.01
0.000051
Downside
0.01
Expected Value
10.01
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Imd Companies pink sheet data series using in forecasting. Note that when a statistical model is used to represent Imd Companies pink sheet, 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 Criteria101.1545
BiasArithmetic mean of the errors None
MADMean absolute deviation3.0E-4
MAPEMean absolute percentage error0.0682
SAESum of the absolute errors0.0205
This simple exponential smoothing model begins by setting Imd Companies forecast for the second period equal to the observation of the first period. In other words, recent Imd Companies observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Imd Companies

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Imd Companies. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
0.000.0110.01
Details
Intrinsic
Valuation
LowRealHigh
0.000.0110.01
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Imd Companies. Your research has to be compared to or analyzed against Imd Companies' peers to derive any actionable benefits. When done correctly, Imd Companies' 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 Imd Companies.

Other Forecasting Options for Imd Companies

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

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

Imd Companies Technical and Predictive Analytics

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

Imd Companies Market Strength Events

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

Imd Companies Risk Indicators

The analysis of Imd Companies' 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 Imd Companies' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting imd pink sheet 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

Explore Investment Opportunities

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 Imd Pink Sheet Analysis

When running Imd Companies' price analysis, check to measure Imd Companies' 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 Imd Companies is operating at the current time. Most of Imd Companies' value examination focuses on studying past and present price action to predict the probability of Imd Companies' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Imd Companies' price. Additionally, you may evaluate how the addition of Imd Companies to your portfolios can decrease your overall portfolio volatility.