IND+COMMBK CHINA Stock Forecast - Double Exponential Smoothing

ICKB Stock  EUR 10.80  0.20  1.82%   
The Double Exponential Smoothing forecasted value of INDCOMMBK CHINA ADR20 on the next trading day is expected to be 10.89 with a mean absolute deviation of 0.18 and the sum of the absolute errors of 11.01. IND+COMMBK Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of IND+COMMBK CHINA'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 IND+COMMBK CHINA works best with periods where there are trends or seasonality.

IND+COMMBK CHINA Double Exponential Smoothing Price Forecast For the 30th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of INDCOMMBK CHINA ADR20 on the next trading day is expected to be 10.89 with a mean absolute deviation of 0.18, mean absolute percentage error of 0.07, and the sum of the absolute errors of 11.01.
Please note that although there have been many attempts to predict IND+COMMBK 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 IND+COMMBK CHINA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

IND+COMMBK CHINA Stock Forecast Pattern

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IND+COMMBK CHINA Forecasted Value

In the context of forecasting IND+COMMBK CHINA'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. IND+COMMBK CHINA's downside and upside margins for the forecasting period are 8.30 and 13.48, respectively. We have considered IND+COMMBK CHINA'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
10.80
10.89
Expected Value
13.48
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 IND+COMMBK CHINA stock data series using in forecasting. Note that when a statistical model is used to represent IND+COMMBK CHINA 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 0.039
MADMean absolute deviation0.1834
MAPEMean absolute percentage error0.017
SAESum of the absolute errors11.0056
When INDCOMMBK CHINA ADR20 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 INDCOMMBK CHINA ADR20 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 IND+COMMBK CHINA observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for IND+COMMBK CHINA

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as INDCOMMBK CHINA ADR20. 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
8.2110.8013.39
Details
Intrinsic
Valuation
LowRealHigh
8.0610.6513.24
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as IND+COMMBK CHINA. Your research has to be compared to or analyzed against IND+COMMBK CHINA's peers to derive any actionable benefits. When done correctly, IND+COMMBK CHINA's 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 INDCOMMBK CHINA ADR20.

Other Forecasting Options for IND+COMMBK CHINA

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

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

INDCOMMBK CHINA ADR20 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 IND+COMMBK CHINA'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 IND+COMMBK CHINA's current price.

IND+COMMBK CHINA Market Strength Events

Market strength indicators help investors to evaluate how IND+COMMBK CHINA stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading IND+COMMBK CHINA shares will generate the highest return on investment. By undertsting and applying IND+COMMBK CHINA stock market strength indicators, traders can identify INDCOMMBK CHINA ADR20 entry and exit signals to maximize returns.

IND+COMMBK CHINA Risk Indicators

The analysis of IND+COMMBK CHINA'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 IND+COMMBK CHINA's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ind+commbk 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.

Currently Active Assets on Macroaxis

Other Information on Investing in IND+COMMBK Stock

IND+COMMBK CHINA financial ratios help investors to determine whether IND+COMMBK 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 IND+COMMBK with respect to the benefits of owning IND+COMMBK CHINA security.