ITOCHU Pink Sheet Forecast - Double Exponential Smoothing

ITOCF Stock  USD 45.50  1.25  2.67%   
The Double Exponential Smoothing forecasted value of ITOCHU on the next trading day is expected to be 45.52 with a mean absolute deviation of 1.27 and the sum of the absolute errors of 76.34. ITOCHU Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of ITOCHU's 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 ITOCHU works best with periods where there are trends or seasonality.

ITOCHU Double Exponential Smoothing Price Forecast For the 2nd of March

Given 90 days horizon, the Double Exponential Smoothing forecasted value of ITOCHU on the next trading day is expected to be 45.52 with a mean absolute deviation of 1.27, mean absolute percentage error of 2.77, and the sum of the absolute errors of 76.34.
Please note that although there have been many attempts to predict ITOCHU 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 ITOCHU's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ITOCHU Pink Sheet Forecast Pattern

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ITOCHU Forecasted Value

In the context of forecasting ITOCHU's 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. ITOCHU's downside and upside margins for the forecasting period are 41.72 and 49.31, respectively. We have considered ITOCHU'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
45.50
45.52
Expected Value
49.31
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 ITOCHU pink sheet data series using in forecasting. Note that when a statistical model is used to represent ITOCHU 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 CriteriaHuge
BiasArithmetic mean of the errors 0.1719
MADMean absolute deviation1.2724
MAPEMean absolute percentage error0.0274
SAESum of the absolute errors76.3419
When ITOCHU 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 ITOCHU 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 ITOCHU observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for ITOCHU

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ITOCHU. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of ITOCHU's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
41.7145.5049.29
Details
Intrinsic
Valuation
LowRealHigh
34.8038.5950.05
Details
Bollinger
Band Projection (param)
LowMiddleHigh
40.5144.2848.06
Details

Other Forecasting Options for ITOCHU

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

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

ITOCHU 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 ITOCHU'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 ITOCHU's current price.

ITOCHU Market Strength Events

Market strength indicators help investors to evaluate how ITOCHU 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 ITOCHU shares will generate the highest return on investment. By undertsting and applying ITOCHU pink sheet market strength indicators, traders can identify ITOCHU entry and exit signals to maximize returns.

ITOCHU Risk Indicators

The analysis of ITOCHU'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 ITOCHU's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting itochu 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.

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Other Information on Investing in ITOCHU Pink Sheet

ITOCHU financial ratios help investors to determine whether ITOCHU Pink Sheet 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 ITOCHU with respect to the benefits of owning ITOCHU security.