Bank Hapoalim Pink Sheet Forecast - Simple Regression

BKHPF Stock  USD 8.42  0.00  0.00%   
The Simple Regression forecasted value of Bank Hapoalim BM on the next trading day is expected to be 8.51 with a mean absolute deviation of  0.06  and the sum of the absolute errors of 3.96. Bank Pink Sheet Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Bank Hapoalim stock prices and determine the direction of Bank Hapoalim BM's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Bank Hapoalim's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Bank Hapoalim to cross-verify your projections.
  
Most investors in Bank Hapoalim cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Bank Hapoalim's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Bank Hapoalim's price structures and extracts relationships that further increase the generated results' accuracy.
Simple Regression model is a single variable regression model that attempts to put a straight line through Bank Hapoalim price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Bank Hapoalim Simple Regression Price Forecast For the 21st of May

Given 90 days horizon, the Simple Regression forecasted value of Bank Hapoalim BM on the next trading day is expected to be 8.51 with a mean absolute deviation of 0.06, mean absolute percentage error of 0.01, and the sum of the absolute errors of 3.96.
Please note that although there have been many attempts to predict Bank 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 Bank Hapoalim's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Bank Hapoalim Pink Sheet Forecast Pattern

Backtest Bank HapoalimBank Hapoalim Price PredictionBuy or Sell Advice 

Bank Hapoalim Forecasted Value

In the context of forecasting Bank Hapoalim'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. Bank Hapoalim's downside and upside margins for the forecasting period are 8.11 and 8.90, respectively. We have considered Bank Hapoalim'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
8.42
8.51
Expected Value
8.90
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Bank Hapoalim pink sheet data series using in forecasting. Note that when a statistical model is used to represent Bank Hapoalim 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 Criteria112.9048
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0649
MAPEMean absolute percentage error0.0078
SAESum of the absolute errors3.9576
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Bank Hapoalim BM historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Bank Hapoalim

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 Hapoalim BM. 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 Bank Hapoalim'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
8.028.428.82
Details
Intrinsic
Valuation
LowRealHigh
7.968.368.76
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Bank Hapoalim. Your research has to be compared to or analyzed against Bank Hapoalim's peers to derive any actionable benefits. When done correctly, Bank Hapoalim'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 Bank Hapoalim BM.

Other Forecasting Options for Bank Hapoalim

For every potential investor in Bank, whether a beginner or expert, Bank Hapoalim's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Bank Pink Sheet 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 Hapoalim's price trends.

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

Bank Hapoalim BM 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 Bank Hapoalim'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 Hapoalim's current price.

Bank Hapoalim Market Strength Events

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

Bank Hapoalim Risk Indicators

The analysis of Bank Hapoalim'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 Hapoalim's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bank 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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Check out Historical Fundamental Analysis of Bank Hapoalim to cross-verify your projections.
You can also try the Balance Of Power module to check stock momentum by analyzing Balance Of Power indicator and other technical ratios.

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When running Bank Hapoalim's price analysis, check to measure Bank Hapoalim'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 Hapoalim is operating at the current time. Most of Bank Hapoalim's value examination focuses on studying past and present price action to predict the probability of Bank Hapoalim'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 Hapoalim's price. Additionally, you may evaluate how the addition of Bank Hapoalim to your portfolios can decrease your overall portfolio volatility.
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Please note, there is a significant difference between Bank Hapoalim's value and its price as these two are different measures arrived at by different means. Investors typically determine if Bank Hapoalim is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Bank Hapoalim's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.