Heartland Banccorp OTC Stock Forecast - Naive Prediction

HLAN Stock  USD 168.00  5.00  3.07%   
The Naive Prediction forecasted value of Heartland Banccorp on the next trading day is expected to be 161.82 with a mean absolute deviation of 2.62 and the sum of the absolute errors of 159.98. Heartland OTC Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Heartland Banccorp is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Heartland Banccorp value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Heartland Banccorp Naive Prediction Price Forecast For the 27th of November

Given 90 days horizon, the Naive Prediction forecasted value of Heartland Banccorp on the next trading day is expected to be 161.82 with a mean absolute deviation of 2.62, mean absolute percentage error of 11.49, and the sum of the absolute errors of 159.98.
Please note that although there have been many attempts to predict Heartland OTC 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 Heartland Banccorp's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Heartland Banccorp OTC Stock Forecast Pattern

Backtest Heartland BanccorpHeartland Banccorp Price PredictionBuy or Sell Advice 

Heartland Banccorp Forecasted Value

In the context of forecasting Heartland Banccorp's OTC 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. Heartland Banccorp's downside and upside margins for the forecasting period are 159.81 and 163.83, respectively. We have considered Heartland Banccorp'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
168.00
159.81
Downside
161.82
Expected Value
163.83
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Heartland Banccorp otc stock data series using in forecasting. Note that when a statistical model is used to represent Heartland Banccorp otc 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 Criteria120.5524
BiasArithmetic mean of the errors None
MADMean absolute deviation2.6226
MAPEMean absolute percentage error0.0172
SAESum of the absolute errors159.976
This model is not at all useful as a medium-long range forecasting tool of Heartland Banccorp. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Heartland Banccorp. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Heartland Banccorp

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Heartland Banccorp. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc 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
165.98168.00170.02
Details
Intrinsic
Valuation
LowRealHigh
118.94120.96184.80
Details
Bollinger
Band Projection (param)
LowMiddleHigh
161.01165.17169.33
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Heartland Banccorp. Your research has to be compared to or analyzed against Heartland Banccorp's peers to derive any actionable benefits. When done correctly, Heartland Banccorp'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 Heartland Banccorp.

Other Forecasting Options for Heartland Banccorp

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

View Heartland Banccorp Related Equities

 Risk & Return  Correlation

Heartland Banccorp Technical and Predictive Analytics

The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Heartland Banccorp'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 Heartland Banccorp's current price.

Heartland Banccorp Market Strength Events

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

Heartland Banccorp Risk Indicators

The analysis of Heartland Banccorp'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 Heartland Banccorp's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting heartland otc 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.

Pair Trading with Heartland Banccorp

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Heartland Banccorp position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Heartland Banccorp will appreciate offsetting losses from the drop in the long position's value.

Moving against Heartland OTC Stock

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The ability to find closely correlated positions to Heartland Banccorp could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Heartland Banccorp when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Heartland Banccorp - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Heartland Banccorp to buy it.
The correlation of Heartland Banccorp is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Heartland Banccorp moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Heartland Banccorp moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Heartland Banccorp can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Other Information on Investing in Heartland OTC Stock

Heartland Banccorp financial ratios help investors to determine whether Heartland OTC 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 Heartland with respect to the benefits of owning Heartland Banccorp security.