BANK HANDLOWY Stock Forecast - 4 Period Moving Average

6HW Stock  EUR 20.30  0.05  0.25%   
The 4 Period Moving Average forecasted value of BANK HANDLOWY on the next trading day is expected to be 20.43 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.30. BANK Stock Forecast is based on your current time horizon.
  
A four-period moving average forecast model for BANK HANDLOWY is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

BANK HANDLOWY 4 Period Moving Average Price Forecast For the 23rd of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of BANK HANDLOWY on the next trading day is expected to be 20.43 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.06, and the sum of the absolute errors of 9.30.
Please note that although there have been many attempts to predict BANK 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 BANK HANDLOWY's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

BANK HANDLOWY Stock Forecast Pattern

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BANK HANDLOWY Forecasted Value

In the context of forecasting BANK HANDLOWY'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. BANK HANDLOWY's downside and upside margins for the forecasting period are 19.65 and 21.20, respectively. We have considered BANK HANDLOWY'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
20.30
20.43
Expected Value
21.20
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of BANK HANDLOWY stock data series using in forecasting. Note that when a statistical model is used to represent BANK HANDLOWY 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 Criteria108.0032
BiasArithmetic mean of the errors 0.0816
MADMean absolute deviation0.1632
MAPEMean absolute percentage error0.0078
SAESum of the absolute errors9.3
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of BANK HANDLOWY. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for BANK HANDLOWY and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for BANK HANDLOWY

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as BANK HANDLOWY. 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
19.5220.3021.08
Details
Intrinsic
Valuation
LowRealHigh
20.0320.8121.59
Details
Bollinger
Band Projection (param)
LowMiddleHigh
20.4020.8621.32
Details

Other Forecasting Options for BANK HANDLOWY

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

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

BANK HANDLOWY 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 BANK HANDLOWY'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 BANK HANDLOWY's current price.

BANK HANDLOWY Market Strength Events

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

BANK HANDLOWY Risk Indicators

The analysis of BANK HANDLOWY'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 BANK HANDLOWY's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bank 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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Additional Tools for BANK Stock Analysis

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